Red Door Analytics

Michael was for many years an academic biostatistician, rising to Associate Professor of Biostatistics at the University of Leicester, before relocating to Stockholm in 2021 to pursue new challenges. He specialises in survival analysis and joint longitudinal–survival models, and is a prolific statistical software developer — the author of the merlin framework.

A former NIHR Fellow and MRC New Investigator, he co-authored NICE TSD 21 (Flexible methods for survival analysis) and teaches advanced statistics courses around the world, with an emphasis on joint modelling and multi-state survival analysis. He is a Fellow of the UK Higher Education Academy.

Publications

88 publications featuring Michael

Peer-reviewed papers from our full list that Michael has co-authored. Most recent first.

2026

  1. Crowther MJ, Gasparini A, Ekberg S, Felizzi F, Gallagher E, Paracha N. A Framework for the Estimation of Quality-Adjusted Life-Years Using Joint Models of Longitudinal and Survival Data. Medical Decision Making 2026. View → jmqaly →
    Cite
    @article{crowther2026,
      author  = {Crowther, M. J. and Gasparini, A. and Ekberg, S. and Felizzi, F. and Gallagher, E. and Paracha, N.},
      title   = {{A Framework for the Estimation of Quality-Adjusted Life-Years Using Joint Models of Longitudinal and Survival Data}},
      journal = {Medical Decision Making},
      year    = {2026},
      doi     = {10.1177/0272989x261477224}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Gasparini, A.
    AU  - Ekberg, S.
    AU  - Felizzi, F.
    AU  - Gallagher, E.
    AU  - Paracha, N.
    TI  - A Framework for the Estimation of Quality-Adjusted Life-Years Using Joint Models of Longitudinal and Survival Data
    JO  - Medical Decision Making
    PY  - 2026
    DO  - 10.1177/0272989x261477224
    UR  - https://doi.org/10.1177/0272989x261477224
    ER  - 
    
  2. Morgans AK, Ekberg S, Boegemann M, Paracha N, Gallagher E, Gasparini A, Crowther MJ, Shore N, Wallis CJD. Associations Between Quality of Life and Disease Progression in Metastatic Hormone-sensitive Prostate Cancer: Insights from ARASENS and ARANOTE Trials. European Urology Oncology 2026. View →
    Cite
    @article{morgans2026,
      author  = {Morgans, A. K. and Ekberg, S. and Boegemann, M. and Paracha, N. and Gallagher, E. and Gasparini, A. and Crowther, M. J. and Shore, N. and Wallis, C. J. D.},
      title   = {{Associations Between Quality of Life and Disease Progression in Metastatic Hormone-sensitive Prostate Cancer: Insights from ARASENS and ARANOTE Trials}},
      journal = {European Urology Oncology},
      year    = {2026},
      doi     = {10.1016/j.euo.2026.03.009}
    }
    
    TY  - JOUR
    AU  - Morgans, A. K.
    AU  - Ekberg, S.
    AU  - Boegemann, M.
    AU  - Paracha, N.
    AU  - Gallagher, E.
    AU  - Gasparini, A.
    AU  - Crowther, M. J.
    AU  - Shore, N.
    AU  - Wallis, C. J. D.
    TI  - Associations Between Quality of Life and Disease Progression in Metastatic Hormone-sensitive Prostate Cancer: Insights from ARASENS and ARANOTE Trials
    JO  - European Urology Oncology
    PY  - 2026
    DO  - 10.1016/j.euo.2026.03.009
    UR  - https://doi.org/10.1016/j.euo.2026.03.009
    ER  - 
    
  3. Gasparini A, Crowther MJ, Schaffer JM. Standardized survival probabilities and contrasts between hierarchical units in multilevel survival models. BMC Medical Research Methodology 2026;26(1):45. View → Code & data →
    Cite
    @article{gasparini2026,
      author  = {Gasparini, A. and Crowther, M. J. and Schaffer, J. M.},
      title   = {{Standardized survival probabilities and contrasts between hierarchical units in multilevel survival models}},
      journal = {BMC Medical Research Methodology},
      year    = {2026},
      volume  = {26},
      number  = {1},
      pages   = {45},
      url     = {https://link.springer.com/article/10.1186/s12874-026-02782-8}
    }
    
    TY  - JOUR
    AU  - Gasparini, A.
    AU  - Crowther, M. J.
    AU  - Schaffer, J. M.
    TI  - Standardized survival probabilities and contrasts between hierarchical units in multilevel survival models
    JO  - BMC Medical Research Methodology
    PY  - 2026
    VL  - 26
    IS  - 1
    SP  - 45
    UR  - https://link.springer.com/article/10.1186/s12874-026-02782-8
    ER  - 
    
  4. Potluri VS, Rubin J, Zee J, Ratcliffe SJ, Harhay MO, Abt PL, Vail EA, Parikh CR, Bloom RD, Gasparini A, Crowther M, Goldberg DS, Reese PP. Assessing Deceased Donor Kidneys Through Post-Transplant Survival Prediction Algorithms. American Journal of Kidney Diseases 2026;87(1):18-30. View →
    Cite
    @article{potluri2026,
      author  = {Potluri, V. S. and Rubin, J. and Zee, J. and Ratcliffe, S. J. and Harhay, M. O. and Abt, P. L. and Vail, E. A. and Parikh, C. R. and Bloom, R. D. and Gasparini, A. and Crowther, M. and Goldberg, D. S. and Reese, P. P.},
      title   = {{Assessing Deceased Donor Kidneys Through Post-Transplant Survival Prediction Algorithms}},
      journal = {American Journal of Kidney Diseases},
      year    = {2026},
      volume  = {87},
      number  = {1},
      pages   = {18--30},
      doi     = {10.1053/j.ajkd.2025.07.016}
    }
    
    TY  - JOUR
    AU  - Potluri, V. S.
    AU  - Rubin, J.
    AU  - Zee, J.
    AU  - Ratcliffe, S. J.
    AU  - Harhay, M. O.
    AU  - Abt, P. L.
    AU  - Vail, E. A.
    AU  - Parikh, C. R.
    AU  - Bloom, R. D.
    AU  - Gasparini, A.
    AU  - Crowther, M.
    AU  - Goldberg, D. S.
    AU  - Reese, P. P.
    TI  - Assessing Deceased Donor Kidneys Through Post-Transplant Survival Prediction Algorithms
    JO  - American Journal of Kidney Diseases
    PY  - 2026
    VL  - 87
    IS  - 1
    SP  - 18
    EP  - 30
    DO  - 10.1053/j.ajkd.2025.07.016
    UR  - https://doi.org/10.1053/j.ajkd.2025.07.016
    ER  - 
    
  5. Wallis CJD, Ekberg S, Morgans AK, Boegemann M, Paracha N, Gallagher E, Crowther MJ, Shore N. Association of Deep and Durable Prostate-specific Antigen Responses with Outcomes in Metastatic Hormone-sensitive Prostate Cancer: Insights from ARASENS and ARANOTE Trials. European Urology Oncology 2026;9(2):251-258. View →
    Cite
    @article{wallis2026,
      author  = {Wallis, C. J. D. and Ekberg, S. and Morgans, A. K. and Boegemann, M. and Paracha, N. and Gallagher, E. and Crowther, M. J. and Shore, N.},
      title   = {{Association of Deep and Durable Prostate-specific Antigen Responses with Outcomes in Metastatic Hormone-sensitive Prostate Cancer: Insights from ARASENS and ARANOTE Trials}},
      journal = {European Urology Oncology},
      year    = {2026},
      volume  = {9},
      number  = {2},
      pages   = {251--258},
      doi     = {10.1016/j.euo.2025.03.001}
    }
    
    TY  - JOUR
    AU  - Wallis, C. J. D.
    AU  - Ekberg, S.
    AU  - Morgans, A. K.
    AU  - Boegemann, M.
    AU  - Paracha, N.
    AU  - Gallagher, E.
    AU  - Crowther, M. J.
    AU  - Shore, N.
    TI  - Association of Deep and Durable Prostate-specific Antigen Responses with Outcomes in Metastatic Hormone-sensitive Prostate Cancer: Insights from ARASENS and ARANOTE Trials
    JO  - European Urology Oncology
    PY  - 2026
    VL  - 9
    IS  - 2
    SP  - 251
    EP  - 258
    DO  - 10.1016/j.euo.2025.03.001
    UR  - https://doi.org/10.1016/j.euo.2025.03.001
    ER  - 
    
  6. Broomfield J, Abrams KR, Crowther MJ, Guglieri M, Latimer NR, Rutherford MJ. Evaluating the Impact of Different Natural History Modeling Methods on Cost-Effectiveness Decisions: A Case Study in Duchenne Muscular Dystrophy. MDM Policy & Practice 2026;11(1). View →
    Cite
    @article{broomfield2026,
      author  = {Broomfield, J. and Abrams, K. R. and Crowther, M. J. and Guglieri, M. and Latimer, N. R. and Rutherford, M. J.},
      title   = {{Evaluating the Impact of Different Natural History Modeling Methods on Cost-Effectiveness Decisions: A Case Study in Duchenne Muscular Dystrophy}},
      journal = {MDM Policy \& Practice},
      year    = {2026},
      volume  = {11},
      number  = {1},
      doi     = {10.1177/23814683261447231}
    }
    
    TY  - JOUR
    AU  - Broomfield, J.
    AU  - Abrams, K. R.
    AU  - Crowther, M. J.
    AU  - Guglieri, M.
    AU  - Latimer, N. R.
    AU  - Rutherford, M. J.
    TI  - Evaluating the Impact of Different Natural History Modeling Methods on Cost-Effectiveness Decisions: A Case Study in Duchenne Muscular Dystrophy
    JO  - MDM Policy & Practice
    PY  - 2026
    VL  - 11
    IS  - 1
    DO  - 10.1177/23814683261447231
    UR  - https://doi.org/10.1177/23814683261447231
    ER  - 
    

2025

  1. Entrop JP, Jakobsen LH, Crowther MJ, Clements M, Eloranta S, Dietrich CE. Parametric estimation of the mean number of events in the presence of competing risks. Biometrical Journal 2025;67(1):e70038. View →
    Cite
    @article{entrop2025b,
      author  = {Entrop, J. P. and Jakobsen, L. H. and Crowther, M. J. and Clements, M. and Eloranta, S. and Dietrich, C. E.},
      title   = {{Parametric estimation of the mean number of events in the presence of competing risks}},
      journal = {Biometrical Journal},
      year    = {2025},
      volume  = {67},
      number  = {1},
      pages   = {e70038},
      doi     = {10.1002/bimj.70038}
    }
    
    TY  - JOUR
    AU  - Entrop, J. P.
    AU  - Jakobsen, L. H.
    AU  - Crowther, M. J.
    AU  - Clements, M.
    AU  - Eloranta, S.
    AU  - Dietrich, C. E.
    TI  - Parametric estimation of the mean number of events in the presence of competing risks
    JO  - Biometrical Journal
    PY  - 2025
    VL  - 67
    IS  - 1
    SP  - e70038
    DO  - 10.1002/bimj.70038
    UR  - https://doi.org/10.1002/bimj.70038
    ER  - 
    
  2. Gasparini A, Crowther MJ, Hoogendijk EO, Li F, Harhay MO. Analysis of cohort stepped wedge cluster-randomized trials with nonignorable dropout via joint modeling. Statistics in Medicine 2025;44(5):e10347. View → Code →
    Cite
    @article{gasparini2025,
      author  = {Gasparini, A. and Crowther, M. J. and Hoogendijk, E. O. and Li, F. and Harhay, M. O.},
      title   = {{Analysis of cohort stepped wedge cluster-randomized trials with nonignorable dropout via joint modeling}},
      journal = {Statistics in Medicine},
      year    = {2025},
      volume  = {44},
      number  = {5},
      pages   = {e10347},
      doi     = {10.1002/sim.10347}
    }
    
    TY  - JOUR
    AU  - Gasparini, A.
    AU  - Crowther, M. J.
    AU  - Hoogendijk, E. O.
    AU  - Li, F.
    AU  - Harhay, M. O.
    TI  - Analysis of cohort stepped wedge cluster-randomized trials with nonignorable dropout via joint modeling
    JO  - Statistics in Medicine
    PY  - 2025
    VL  - 44
    IS  - 5
    SP  - e10347
    DO  - 10.1002/sim.10347
    UR  - https://doi.org/10.1002/sim.10347
    ER  - 
    
  3. John E, Didelez V, Crowther MJ, Sheehan N. Multiplicative versus additive modelling of causal effects using instrumental variables for survival outcomes – a comparison. Statistical Methods in Medical Research 2025;34(1):3-25. View →
    Cite
    @article{john2025,
      author  = {John, E. and Didelez, V. and Crowther, M. J. and Sheehan, N.},
      title   = {{Multiplicative versus additive modelling of causal effects using instrumental variables for survival outcomes -- a comparison}},
      journal = {Statistical Methods in Medical Research},
      year    = {2025},
      volume  = {34},
      number  = {1},
      pages   = {3--25},
      url     = {https://journals.sagepub.com/doi/10.1177/09622802241293765}
    }
    
    TY  - JOUR
    AU  - John, E.
    AU  - Didelez, V.
    AU  - Crowther, M. J.
    AU  - Sheehan, N.
    TI  - Multiplicative versus additive modelling of causal effects using instrumental variables for survival outcomes – a comparison
    JO  - Statistical Methods in Medical Research
    PY  - 2025
    VL  - 34
    IS  - 1
    SP  - 3
    EP  - 25
    UR  - https://journals.sagepub.com/doi/10.1177/09622802241293765
    ER  - 
    

2024

  1. Baech J, El-Galaly TC, Entrop JP, Glimelius I, Molin D, Godtfredsen SJ, Crowther MJ, Smedby KE, Eloranta S, Dietrich CE. Congestive heart failure after anthracycline-containing treatment for Hodgkin lymphoma: A Swedish matched cohort study. eJHaem 2024;5(6):1190-1200. View →
    Cite
    @article{baech2024,
      author  = {Baech, J. and El-Galaly, T. C. and Entrop, J. P. and Glimelius, I. and Molin, D. and Godtfredsen, S. J. and Crowther, M. J. and Smedby, K. E. and Eloranta, S. and Dietrich, C. E.},
      title   = {{Congestive heart failure after anthracycline-containing treatment for Hodgkin lymphoma: A Swedish matched cohort study}},
      journal = {eJHaem},
      year    = {2024},
      volume  = {5},
      number  = {6},
      pages   = {1190--1200},
      doi     = {10.1002/jha2.1048}
    }
    
    TY  - JOUR
    AU  - Baech, J.
    AU  - El-Galaly, T. C.
    AU  - Entrop, J. P.
    AU  - Glimelius, I.
    AU  - Molin, D.
    AU  - Godtfredsen, S. J.
    AU  - Crowther, M. J.
    AU  - Smedby, K. E.
    AU  - Eloranta, S.
    AU  - Dietrich, C. E.
    TI  - Congestive heart failure after anthracycline-containing treatment for Hodgkin lymphoma: A Swedish matched cohort study
    JO  - eJHaem
    PY  - 2024
    VL  - 5
    IS  - 6
    SP  - 1190
    EP  - 1200
    DO  - 10.1002/jha2.1048
    UR  - https://doi.org/10.1002/jha2.1048
    ER  - 
    
  2. Freeman SC, Sutton AJ, Cooper NJ, Gasparini A, Crowther MJ, Hawkins N. Bayesian pairwise meta-analysis of time-to-event outcomes in the presence of non-proportional hazards: A simulation study of flexible parametric, piecewise exponential and fractional polynomial models. Research Synthesis Methods 2024. View →
    Cite
    @article{freeman2024,
      author  = {Freeman, S. C. and Sutton, A. J. and Cooper, N. J. and Gasparini, A. and Crowther, M. J. and Hawkins, N.},
      title   = {{Bayesian pairwise meta-analysis of time-to-event outcomes in the presence of non-proportional hazards: A simulation study of flexible parametric, piecewise exponential and fractional polynomial models}},
      journal = {Research Synthesis Methods},
      year    = {2024},
      doi     = {10.1002/jrsm.1722}
    }
    
    TY  - JOUR
    AU  - Freeman, S. C.
    AU  - Sutton, A. J.
    AU  - Cooper, N. J.
    AU  - Gasparini, A.
    AU  - Crowther, M. J.
    AU  - Hawkins, N.
    TI  - Bayesian pairwise meta-analysis of time-to-event outcomes in the presence of non-proportional hazards: A simulation study of flexible parametric, piecewise exponential and fractional polynomial models
    JO  - Research Synthesis Methods
    PY  - 2024
    DO  - 10.1002/jrsm.1722
    UR  - https://doi.org/10.1002/jrsm.1722
    ER  - 
    
  3. Curnow E, Hughes RA, Birnie K, Tilling K, Crowther MJ. Multiple imputation strategies for missing event times in a multi-state model analysis. Statistics in Medicine 2024;43(6):1238-1255. View →
    Cite
    @article{curnow2024,
      author  = {Curnow, E. and Hughes, R. A. and Birnie, K. and Tilling, K. and Crowther, M. J.},
      title   = {{Multiple imputation strategies for missing event times in a multi-state model analysis}},
      journal = {Statistics in Medicine},
      year    = {2024},
      volume  = {43},
      number  = {6},
      pages   = {1238--1255},
      doi     = {10.1002/sim.10011}
    }
    
    TY  - JOUR
    AU  - Curnow, E.
    AU  - Hughes, R. A.
    AU  - Birnie, K.
    AU  - Tilling, K.
    AU  - Crowther, M. J.
    TI  - Multiple imputation strategies for missing event times in a multi-state model analysis
    JO  - Statistics in Medicine
    PY  - 2024
    VL  - 43
    IS  - 6
    SP  - 1238
    EP  - 1255
    DO  - 10.1002/sim.10011
    UR  - https://doi.org/10.1002/sim.10011
    ER  - 
    
  4. Broomfield J, Hill M, Chandler F, Crowther MJ, Godfrey J, Guglieri M, Hastie J, Larkindale J, Mumby-Croft J, Reuben E, Woodcock F, Abrams KR. Developing a Natural History Model for Duchenne Muscular Dystrophy. PharmacoEconomics-Open 2024;8(1):79-89. View →
    Cite
    @article{broomfield2024b,
      author  = {Broomfield, J. and Hill, M. and Chandler, F. and Crowther, M. J. and Godfrey, J. and Guglieri, M. and Hastie, J. and Larkindale, J. and Mumby-Croft, J. and Reuben, E. and Woodcock, F. and Abrams, K. R.},
      title   = {{Developing a Natural History Model for Duchenne Muscular Dystrophy}},
      journal = {PharmacoEconomics-Open},
      year    = {2024},
      volume  = {8},
      number  = {1},
      pages   = {79--89},
      doi     = {10.1007/s41669-023-00450-x}
    }
    
    TY  - JOUR
    AU  - Broomfield, J.
    AU  - Hill, M.
    AU  - Chandler, F.
    AU  - Crowther, M. J.
    AU  - Godfrey, J.
    AU  - Guglieri, M.
    AU  - Hastie, J.
    AU  - Larkindale, J.
    AU  - Mumby-Croft, J.
    AU  - Reuben, E.
    AU  - Woodcock, F.
    AU  - Abrams, K. R.
    TI  - Developing a Natural History Model for Duchenne Muscular Dystrophy
    JO  - PharmacoEconomics-Open
    PY  - 2024
    VL  - 8
    IS  - 1
    SP  - 79
    EP  - 89
    DO  - 10.1007/s41669-023-00450-x
    UR  - https://doi.org/10.1007/s41669-023-00450-x
    ER  - 
    

2023

  1. Broomfield J, Abrams K, Latimer N, Guglieri M, Rutherford M, Crowther MJ. Natural history of Duchenne muscular dystrophy in the United Kingdom: A descriptive study using the Clinical Practice Research Datalink. Brain and Behavior 2023;13(12);e3331. View →
    Cite
    @article{broomfield2023,
      author  = {Broomfield, J. and Abrams, K. and Latimer, N. and Guglieri, M. and Rutherford, M. and Crowther, M. J.},
      title   = {{Natural history of Duchenne muscular dystrophy in the United Kingdom: A descriptive study using the Clinical Practice Research Datalink}},
      journal = {Brain and Behavior},
      year    = {2023},
      volume  = {13},
      number  = {12},
      pages   = {e3331},
      doi     = {10.1002/brb3.3331}
    }
    
    TY  - JOUR
    AU  - Broomfield, J.
    AU  - Abrams, K.
    AU  - Latimer, N.
    AU  - Guglieri, M.
    AU  - Rutherford, M.
    AU  - Crowther, M. J.
    TI  - Natural history of Duchenne muscular dystrophy in the United Kingdom: A descriptive study using the Clinical Practice Research Datalink
    JO  - Brain and Behavior
    PY  - 2023
    VL  - 13
    IS  - 12
    SP  - e3331
    DO  - 10.1002/brb3.3331
    UR  - https://doi.org/10.1002/brb3.3331
    ER  - 
    
  2. Weibull CE, Wästerlid T, Engelbrekt Wahlin B, Andersson PO, Ekberg S, Lockmer S, Enblad G, Crowther MJ, Kimby E, Ekström Smedby K. Survival by first-line treatment type and timing of progression among follicular lymphoma patients: A national population-based study in Sweden. HemaSphere 2023;3:e838. View →
    Cite
    @article{weibull2023,
      author  = {Weibull, C. E. and Wästerlid, T. and Engelbrekt Wahlin, B. and Andersson, P. O. and Ekberg, S. and Lockmer, S. and Enblad, G. and Crowther, M. J. and Kimby, E. and Ekström Smedby, K.},
      title   = {{Survival by first-line treatment type and timing of progression among follicular lymphoma patients: A national population-based study in Sweden}},
      journal = {HemaSphere},
      year    = {2023},
      volume  = {3},
      pages   = {e838},
      doi     = {10.21203/rs.3.rs-1650382/v1}
    }
    
    TY  - JOUR
    AU  - Weibull, C. E.
    AU  - Wästerlid, T.
    AU  - Engelbrekt Wahlin, B.
    AU  - Andersson, P. O.
    AU  - Ekberg, S.
    AU  - Lockmer, S.
    AU  - Enblad, G.
    AU  - Crowther, M. J.
    AU  - Kimby, E.
    AU  - Ekström Smedby, K.
    TI  - Survival by first-line treatment type and timing of progression among follicular lymphoma patients: A national population-based study in Sweden
    JO  - HemaSphere
    PY  - 2023
    VL  - 3
    SP  - e838
    DO  - 10.21203/rs.3.rs-1650382/v1
    UR  - https://doi.org/10.21203/rs.3.rs-1650382/v1
    ER  - 
    
  3. Skourlis N, Crowther MJ, Andersson TML, Lu D, Lambe M, Lambert PC. Exploring different research questions via complex multi-state models when using registry-based repeated prescriptions of antidepressants in women with breast cancer and a matched comparison group. BMC Medical Research Methodology 2023;23(1):87. View →
    Cite
    @article{skourlis2023,
      author  = {Skourlis, N. and Crowther, M. J. and Andersson, T. M. L. and Lu, D. and Lambe, M. and Lambert, P. C.},
      title   = {{Exploring different research questions via complex multi-state models when using registry-based repeated prescriptions of antidepressants in women with breast cancer and a matched comparison group}},
      journal = {BMC Medical Research Methodology},
      year    = {2023},
      volume  = {23},
      number  = {1},
      pages   = {87},
      doi     = {10.1186/s12874-023-01905-9}
    }
    
    TY  - JOUR
    AU  - Skourlis, N.
    AU  - Crowther, M. J.
    AU  - Andersson, T. M. L.
    AU  - Lu, D.
    AU  - Lambe, M.
    AU  - Lambert, P. C.
    TI  - Exploring different research questions via complex multi-state models when using registry-based repeated prescriptions of antidepressants in women with breast cancer and a matched comparison group
    JO  - BMC Medical Research Methodology
    PY  - 2023
    VL  - 23
    IS  - 1
    SP  - 87
    DO  - 10.1186/s12874-023-01905-9
    UR  - https://doi.org/10.1186/s12874-023-01905-9
    ER  - 
    
  4. Hoogland J, Debray TPA, Crowther MJ, Riley RD, IntHout J, Reitsma JB, Zwinderman AH. Regularized parametric survival modeling to improve risk prediction models. Biometrical Journal 2023;66(1):2200319. View →
    Cite
    @article{hoogland2023,
      author  = {Hoogland, J. and Debray, T. P. A. and Crowther, M. J. and Riley, R. D. and IntHout, J. and Reitsma, J. B. and Zwinderman, A. H.},
      title   = {{Regularized parametric survival modeling to improve risk prediction models}},
      journal = {Biometrical Journal},
      year    = {2023},
      volume  = {66},
      number  = {1},
      pages   = {2200319},
      doi     = {10.1002/bimj.202200319}
    }
    
    TY  - JOUR
    AU  - Hoogland, J.
    AU  - Debray, T. P. A.
    AU  - Crowther, M. J.
    AU  - Riley, R. D.
    AU  - IntHout, J.
    AU  - Reitsma, J. B.
    AU  - Zwinderman, A. H.
    TI  - Regularized parametric survival modeling to improve risk prediction models
    JO  - Biometrical Journal
    PY  - 2023
    VL  - 66
    IS  - 1
    SP  - 2200319
    DO  - 10.1002/bimj.202200319
    UR  - https://doi.org/10.1002/bimj.202200319
    ER  - 
    
  5. Crowther MJ, Royston P, M Clements M. A flexible parametric accelerated failure time model and the extension to time-dependent acceleration factors. Biostatistics 2023;24(3):811-831. View → staft →
    Cite
    @article{crowther2023,
      author  = {Crowther, M. J. and Royston, P. and M Clements, M.},
      title   = {{A flexible parametric accelerated failure time model and the extension to time-dependent acceleration factors}},
      journal = {Biostatistics},
      year    = {2023},
      volume  = {24},
      number  = {3},
      pages   = {811--831},
      doi     = {10.1093/biostatistics/kxac009}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Royston, P.
    AU  - M Clements, M.
    TI  - A flexible parametric accelerated failure time model and the extension to time-dependent acceleration factors
    JO  - Biostatistics
    PY  - 2023
    VL  - 24
    IS  - 3
    SP  - 811
    EP  - 831
    DO  - 10.1093/biostatistics/kxac009
    UR  - https://doi.org/10.1093/biostatistics/kxac009
    ER  - 
    

2022

  1. Tamási B, Crowther M, Puhan MA, Steyerberg EW, Hothorn T. Individual participant data meta-analysis with mixed-effects transformation models. Biostatistics 2022;23(4):1083-1098. View →
    Cite
    @article{tamasi2022,
      author  = {Tamási, B. and Crowther, M. and Puhan, M. A. and Steyerberg, E. W. and Hothorn, T.},
      title   = {{Individual participant data meta-analysis with mixed-effects transformation models}},
      journal = {Biostatistics},
      year    = {2022},
      volume  = {23},
      number  = {4},
      pages   = {1083--1098},
      doi     = {10.1093/biostatistics/kxab045}
    }
    
    TY  - JOUR
    AU  - Tamási, B.
    AU  - Crowther, M.
    AU  - Puhan, M. A.
    AU  - Steyerberg, E. W.
    AU  - Hothorn, T.
    TI  - Individual participant data meta-analysis with mixed-effects transformation models
    JO  - Biostatistics
    PY  - 2022
    VL  - 23
    IS  - 4
    SP  - 1083
    EP  - 1098
    DO  - 10.1093/biostatistics/kxab045
    UR  - https://doi.org/10.1093/biostatistics/kxab045
    ER  - 
    
  2. Skourlis N, Crowther MJ, Andersson TML, Lambert PC. On the choice of timescale for other cause mortality in a competing risk setting using flexible parametric survival models. Biometrical Journal 2022;64(7):1161-1177. View →
    Cite
    @article{skourlis2022,
      author  = {Skourlis, N. and Crowther, M. J. and Andersson, T. M. L. and Lambert, P. C.},
      title   = {{On the choice of timescale for other cause mortality in a competing risk setting using flexible parametric survival models}},
      journal = {Biometrical Journal},
      year    = {2022},
      volume  = {64},
      number  = {7},
      pages   = {1161--1177},
      doi     = {10.1002/bimj.202100254}
    }
    
    TY  - JOUR
    AU  - Skourlis, N.
    AU  - Crowther, M. J.
    AU  - Andersson, T. M. L.
    AU  - Lambert, P. C.
    TI  - On the choice of timescale for other cause mortality in a competing risk setting using flexible parametric survival models
    JO  - Biometrical Journal
    PY  - 2022
    VL  - 64
    IS  - 7
    SP  - 1161
    EP  - 1177
    DO  - 10.1002/bimj.202100254
    UR  - https://doi.org/10.1002/bimj.202100254
    ER  - 
    
  3. Ekberg S, Crowther M, Harrysson S, Jerkeman M, Ekström Smedby K, Eloranta S. Patient trajectories after diagnosis of diffuse large B-cell lymphoma—a multistate modelling approach to estimate the chance of lasting remission. British Journal of Cancer 2022;127(9):1642-1649. View →
    Cite
    @article{ekberg2022,
      author  = {Ekberg, S. and Crowther, M. and Harrysson, S. and Jerkeman, M. and Ekström Smedby, K. and Eloranta, S.},
      title   = {{Patient trajectories after diagnosis of diffuse large B-cell lymphoma---a multistate modelling approach to estimate the chance of lasting remission}},
      journal = {British Journal of Cancer},
      year    = {2022},
      volume  = {127},
      number  = {9},
      pages   = {1642--1649},
      doi     = {10.1038/s41416-022-01931-2}
    }
    
    TY  - JOUR
    AU  - Ekberg, S.
    AU  - Crowther, M.
    AU  - Harrysson, S.
    AU  - Jerkeman, M.
    AU  - Ekström Smedby, K.
    AU  - Eloranta, S.
    TI  - Patient trajectories after diagnosis of diffuse large B-cell lymphoma—a multistate modelling approach to estimate the chance of lasting remission
    JO  - British Journal of Cancer
    PY  - 2022
    VL  - 127
    IS  - 9
    SP  - 1642
    EP  - 1649
    DO  - 10.1038/s41416-022-01931-2
    UR  - https://doi.org/10.1038/s41416-022-01931-2
    ER  - 
    
  4. Smith H, Sweeting M, Morris T, Crowther MJ. A scoping methodological review of simulation studies comparing statistical and machine learning approaches to risk prediction for time-to-event data. Diagnostic and Prognostic Research 2022;6(1):1-15. View →
    Cite
    @article{smith2022,
      author  = {Smith, H. and Sweeting, M. and Morris, T. and Crowther, M. J.},
      title   = {{A scoping methodological review of simulation studies comparing statistical and machine learning approaches to risk prediction for time-to-event data}},
      journal = {Diagnostic and Prognostic Research},
      year    = {2022},
      volume  = {6},
      number  = {1},
      pages   = {1--15},
      doi     = {10.1186/s41512-022-00124-y}
    }
    
    TY  - JOUR
    AU  - Smith, H.
    AU  - Sweeting, M.
    AU  - Morris, T.
    AU  - Crowther, M. J.
    TI  - A scoping methodological review of simulation studies comparing statistical and machine learning approaches to risk prediction for time-to-event data
    JO  - Diagnostic and Prognostic Research
    PY  - 2022
    VL  - 6
    IS  - 1
    SP  - 1
    EP  - 15
    DO  - 10.1186/s41512-022-00124-y
    UR  - https://doi.org/10.1186/s41512-022-00124-y
    ER  - 
    
  5. Bower H, Andersson TML, Crowther MJ, Lambert PC. Flexible parametric survival analysis with multiple timescales: Estimation and implementation using stmt. The Stata Journal 2022;22(3):679-701. View →
    Cite
    @article{bower2022c,
      author  = {Bower, H. and Andersson, T. M. L. and Crowther, M. J. and Lambert, P. C.},
      title   = {{Flexible parametric survival analysis with multiple timescales: Estimation and implementation using stmt}},
      journal = {The Stata Journal},
      year    = {2022},
      volume  = {22},
      number  = {3},
      pages   = {679--701},
      doi     = {10.1177/1536867x221124552}
    }
    
    TY  - JOUR
    AU  - Bower, H.
    AU  - Andersson, T. M. L.
    AU  - Crowther, M. J.
    AU  - Lambert, P. C.
    TI  - Flexible parametric survival analysis with multiple timescales: Estimation and implementation using stmt
    JO  - The Stata Journal
    PY  - 2022
    VL  - 22
    IS  - 3
    SP  - 679
    EP  - 701
    DO  - 10.1177/1536867x221124552
    UR  - https://doi.org/10.1177/1536867x221124552
    ER  - 
    
  6. Freeman SC, Cooper NJ, Sutton AJ, Crowther MJ, Carpenter JR, Hawkins N. Challenges of modelling approaches for network meta-analysis of time-to-event outcomes in the presence of non-proportional hazards to aid decision making: Application to a melanoma network. Statistical Methods in Medical Research 2022;31(5):839-861. View →
    Cite
    @article{freeman2022,
      author  = {Freeman, S. C. and Cooper, N. J. and Sutton, A. J. and Crowther, M. J. and Carpenter, J. R. and Hawkins, N.},
      title   = {{Challenges of modelling approaches for network meta-analysis of time-to-event outcomes in the presence of non-proportional hazards to aid decision making: Application to a melanoma network}},
      journal = {Statistical Methods in Medical Research},
      year    = {2022},
      volume  = {31},
      number  = {5},
      pages   = {839--861},
      doi     = {10.1177/09622802211070253}
    }
    
    TY  - JOUR
    AU  - Freeman, S. C.
    AU  - Cooper, N. J.
    AU  - Sutton, A. J.
    AU  - Crowther, M. J.
    AU  - Carpenter, J. R.
    AU  - Hawkins, N.
    TI  - Challenges of modelling approaches for network meta-analysis of time-to-event outcomes in the presence of non-proportional hazards to aid decision making: Application to a melanoma network
    JO  - Statistical Methods in Medical Research
    PY  - 2022
    VL  - 31
    IS  - 5
    SP  - 839
    EP  - 861
    DO  - 10.1177/09622802211070253
    UR  - https://doi.org/10.1177/09622802211070253
    ER  - 
    
  7. Crowther MJ. Simulating time-to-event data from parametric distributions, custom distributions, competing-risks models, and general multistate models. The Stata Journal: Promoting communications on statistics and Stata 2022;22(1):3-24. View → survsim →
    Cite
    @article{crowther2022,
      author  = {Crowther, M. J.},
      title   = {{Simulating time-to-event data from parametric distributions, custom distributions, competing-risks models, and general multistate models}},
      journal = {The Stata Journal: Promoting communications on statistics and Stata},
      year    = {2022},
      volume  = {22},
      number  = {1},
      pages   = {3--24},
      doi     = {10.1177/1536867x221083853}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    TI  - Simulating time-to-event data from parametric distributions, custom distributions, competing-risks models, and general multistate models
    JO  - The Stata Journal: Promoting communications on statistics and Stata
    PY  - 2022
    VL  - 22
    IS  - 1
    SP  - 3
    EP  - 24
    DO  - 10.1177/1536867x221083853
    UR  - https://doi.org/10.1177/1536867x221083853
    ER  - 
    

2021

  1. Broomfield J, Hill M, Guglieri M, Crowther M, Abrams K. Life Expectancy in Duchenne Muscular Dystrophy: Reproduced Individual Patient Data Meta-analysis. Neurology 2021;97(23):e2304-e2314. View →
    Cite
    @article{broomfield2021,
      author  = {Broomfield, J. and Hill, M. and Guglieri, M. and Crowther, M. and Abrams, K.},
      title   = {{Life Expectancy in Duchenne Muscular Dystrophy: Reproduced Individual Patient Data Meta-analysis}},
      journal = {Neurology},
      year    = {2021},
      volume  = {97},
      number  = {23},
      pages   = {e2304--e2314},
      doi     = {10.1212/wnl.0000000000012910}
    }
    
    TY  - JOUR
    AU  - Broomfield, J.
    AU  - Hill, M.
    AU  - Guglieri, M.
    AU  - Crowther, M.
    AU  - Abrams, K.
    TI  - Life Expectancy in Duchenne Muscular Dystrophy: Reproduced Individual Patient Data Meta-analysis
    JO  - Neurology
    PY  - 2021
    VL  - 97
    IS  - 23
    SP  - e2304-e2314
    DO  - 10.1212/wnl.0000000000012910
    UR  - https://doi.org/10.1212/wnl.0000000000012910
    ER  - 
    
  2. Achana F, Gallacher D, Oppong R, Kim S, Petrou S, Mason J, Crowther M. Multivariate Generalized Linear Mixed-Effects Models for the Analysis of Clinical Trial–Based Cost-Effectiveness Data. Medical Decision Making 2021;41(6):667-684. View →
    Cite
    @article{achana2021,
      author  = {Achana, F. and Gallacher, D. and Oppong, R. and Kim, S. and Petrou, S. and Mason, J. and Crowther, M.},
      title   = {{Multivariate Generalized Linear Mixed-Effects Models for the Analysis of Clinical Trial--Based Cost-Effectiveness Data}},
      journal = {Medical Decision Making},
      year    = {2021},
      volume  = {41},
      number  = {6},
      pages   = {667--684},
      doi     = {10.1177/0272989x211003880}
    }
    
    TY  - JOUR
    AU  - Achana, F.
    AU  - Gallacher, D.
    AU  - Oppong, R.
    AU  - Kim, S.
    AU  - Petrou, S.
    AU  - Mason, J.
    AU  - Crowther, M.
    TI  - Multivariate Generalized Linear Mixed-Effects Models for the Analysis of Clinical Trial–Based Cost-Effectiveness Data
    JO  - Medical Decision Making
    PY  - 2021
    VL  - 41
    IS  - 6
    SP  - 667
    EP  - 684
    DO  - 10.1177/0272989x211003880
    UR  - https://doi.org/10.1177/0272989x211003880
    ER  - 
    
  3. Weibull CE, Lambert PC, Eloranta S, Andersson TML, Dickman PW, Crowther MJ. A multistate model incorporating estimation of excess hazards and multiple time scales. Statistics in Medicine 2021;40(9):2139-2154. View →
    Cite
    @article{weibull2021,
      author  = {Weibull, C. E. and Lambert, P. C. and Eloranta, S. and Andersson, T. M. L. and Dickman, P. W. and Crowther, M. J.},
      title   = {{A multistate model incorporating estimation of excess hazards and multiple time scales}},
      journal = {Statistics in Medicine},
      year    = {2021},
      volume  = {40},
      number  = {9},
      pages   = {2139--2154},
      doi     = {10.1002/sim.8894}
    }
    
    TY  - JOUR
    AU  - Weibull, C. E.
    AU  - Lambert, P. C.
    AU  - Eloranta, S.
    AU  - Andersson, T. M. L.
    AU  - Dickman, P. W.
    AU  - Crowther, M. J.
    TI  - A multistate model incorporating estimation of excess hazards and multiple time scales
    JO  - Statistics in Medicine
    PY  - 2021
    VL  - 40
    IS  - 9
    SP  - 2139
    EP  - 2154
    DO  - 10.1002/sim.8894
    UR  - https://doi.org/10.1002/sim.8894
    ER  - 
    
  4. Glimelius I, Smedby KE, Albertsson-Lindblad A, Crowther MJ, Eloranta S, Jerkeman M, Weibull CE. Unmarried or less-educated patients with mantle cell lymphoma are less likely to undergo a transplant, leading to lower survival. Blood Advances 2021; 5(6), pp. 1638-1647. View →
    Cite
    @article{glimelius2021,
      author  = {Glimelius, I. and Smedby, K. E. and Albertsson-Lindblad, A. and Crowther, M. J. and Eloranta, S. and Jerkeman, M. and Weibull, C. E.},
      title   = {{Unmarried or less-educated patients with mantle cell lymphoma are less likely to undergo a transplant, leading to lower survival}},
      journal = {Blood Advances},
      year    = {2021},
      volume  = {5},
      number  = {6},
      pages   = {1638--1647},
      doi     = {10.1182/bloodadvances.2020003645}
    }
    
    TY  - JOUR
    AU  - Glimelius, I.
    AU  - Smedby, K. E.
    AU  - Albertsson-Lindblad, A.
    AU  - Crowther, M. J.
    AU  - Eloranta, S.
    AU  - Jerkeman, M.
    AU  - Weibull, C. E.
    TI  - Unmarried or less-educated patients with mantle cell lymphoma are less likely to undergo a transplant, leading to lower survival
    JO  - Blood Advances
    PY  - 2021
    VL  - 5
    IS  - 6
    SP  - 1638
    EP  - 1647
    DO  - 10.1182/bloodadvances.2020003645
    UR  - https://doi.org/10.1182/bloodadvances.2020003645
    ER  - 
    
  5. Hothorn T, Bopp M, Günthard H, Keiser O, Roelens M, Weibull CE, Crowther MJ. Assessing relative COVID-19 mortality: a Swiss population-based study. BMJ Open 2021; 11(3), pp. e042387. View →
    Cite
    @article{hothorn2021,
      author  = {Hothorn, T. and Bopp, M. and Günthard, H. and Keiser, O. and Roelens, M. and Weibull, C. E. and Crowther, M. J.},
      title   = {{Assessing relative COVID-19 mortality: a Swiss population-based study}},
      journal = {BMJ Open},
      year    = {2021},
      volume  = {11},
      number  = {3},
      pages   = {e042387},
      doi     = {10.1136/bmjopen-2020-042387}
    }
    
    TY  - JOUR
    AU  - Hothorn, T.
    AU  - Bopp, M.
    AU  - Günthard, H.
    AU  - Keiser, O.
    AU  - Roelens, M.
    AU  - Weibull, C. E.
    AU  - Crowther, M. J.
    TI  - Assessing relative COVID-19 mortality: a Swiss population-based study
    JO  - BMJ Open
    PY  - 2021
    VL  - 11
    IS  - 3
    SP  - e042387
    DO  - 10.1136/bmjopen-2020-042387
    UR  - https://doi.org/10.1136/bmjopen-2020-042387
    ER  - 
    
  6. Siegfried S, Bopp M, Günthard H, Keiser O, Weibull CE, Crowther MJ, Hothorn T. Assessing relative COVID-19 mortality during the second wave: a prospective Swiss population-based study. BMJ Open 2021; 11(10), pp. e051164. View →
    Cite
    @article{siegfried2021,
      author  = {Siegfried, S. and Bopp, M. and Günthard, H. and Keiser, O. and Weibull, C. E. and Crowther, M. J. and Hothorn, T.},
      title   = {{Assessing relative COVID-19 mortality during the second wave: a prospective Swiss population-based study}},
      journal = {BMJ Open},
      year    = {2021},
      volume  = {11},
      number  = {10},
      pages   = {e051164},
      doi     = {10.1136/bmjopen-2021-051164}
    }
    
    TY  - JOUR
    AU  - Siegfried, S.
    AU  - Bopp, M.
    AU  - Günthard, H.
    AU  - Keiser, O.
    AU  - Weibull, C. E.
    AU  - Crowther, M. J.
    AU  - Hothorn, T.
    TI  - Assessing relative COVID-19 mortality during the second wave: a prospective Swiss population-based study
    JO  - BMJ Open
    PY  - 2021
    VL  - 11
    IS  - 10
    SP  - e051164
    DO  - 10.1136/bmjopen-2021-051164
    UR  - https://doi.org/10.1136/bmjopen-2021-051164
    ER  - 
    
  7. Gasparini A, Morris TP, Crowther MJ. INTEREST: INteractive Tool for Exploring REsults from Simulation sTudies. Journal of Data Science, Statistics, and Visualisation 2021;1(4). View →
    Cite
    @article{gasparini2021,
      author  = {Gasparini, A. and Morris, T. P. and Crowther, M. J.},
      title   = {{INTEREST: INteractive Tool for Exploring REsults from Simulation sTudies}},
      journal = {Journal of Data Science, Statistics, and Visualisation},
      year    = {2021},
      volume  = {1},
      number  = {4},
      doi     = {10.52933/jdssv.v1i4.9}
    }
    
    TY  - JOUR
    AU  - Gasparini, A.
    AU  - Morris, T. P.
    AU  - Crowther, M. J.
    TI  - INTEREST: INteractive Tool for Exploring REsults from Simulation sTudies
    JO  - Journal of Data Science, Statistics, and Visualisation
    PY  - 2021
    VL  - 1
    IS  - 4
    DO  - 10.52933/jdssv.v1i4.9
    UR  - https://doi.org/10.52933/jdssv.v1i4.9
    ER  - 
    
  8. Hill M, Lambert PC, Crowther MJ. Relaxing the assumption of constant transition rates in a multi-state model in hospital epidemiology. BMC Medical Research Methodology 2021;21(1):16. View →
    Cite
    @article{hill2021,
      author  = {Hill, M. and Lambert, P. C. and Crowther, M. J.},
      title   = {{Relaxing the assumption of constant transition rates in a multi-state model in hospital epidemiology}},
      journal = {BMC Medical Research Methodology},
      year    = {2021},
      volume  = {21},
      number  = {1},
      pages   = {16},
      doi     = {10.1186/s12874-020-01192-8}
    }
    
    TY  - JOUR
    AU  - Hill, M.
    AU  - Lambert, P. C.
    AU  - Crowther, M. J.
    TI  - Relaxing the assumption of constant transition rates in a multi-state model in hospital epidemiology
    JO  - BMC Medical Research Methodology
    PY  - 2021
    VL  - 21
    IS  - 1
    SP  - 16
    DO  - 10.1186/s12874-020-01192-8
    UR  - https://doi.org/10.1186/s12874-020-01192-8
    ER  - 
    
  9. Skourlis N, Crowther MJ, Andersson TML, Lambert PC. Development of a dynamic interactive web tool to enhance understanding of multi-state model analyses: MSMplus. BMC Medical Research Methodology 2021;21(1):262. View →
    Cite
    @article{skourlis2021,
      author  = {Skourlis, N. and Crowther, M. J. and Andersson, T. M. L. and Lambert, P. C.},
      title   = {{Development of a dynamic interactive web tool to enhance understanding of multi-state model analyses: MSMplus}},
      journal = {BMC Medical Research Methodology},
      year    = {2021},
      volume  = {21},
      number  = {1},
      pages   = {262},
      doi     = {10.1186/s12874-021-01420-9}
    }
    
    TY  - JOUR
    AU  - Skourlis, N.
    AU  - Crowther, M. J.
    AU  - Andersson, T. M. L.
    AU  - Lambert, P. C.
    TI  - Development of a dynamic interactive web tool to enhance understanding of multi-state model analyses: MSMplus
    JO  - BMC Medical Research Methodology
    PY  - 2021
    VL  - 21
    IS  - 1
    SP  - 262
    DO  - 10.1186/s12874-021-01420-9
    UR  - https://doi.org/10.1186/s12874-021-01420-9
    ER  - 
    

2020

  1. Philipson P, Hickey GL, Crowther MJ, Kolamunnage-Dona R. Faster Monte Carlo estimation of semiparametric joint models for time-to-event and multivariate longitudinal data. Computational Statistics and Data Analysis 2020;151:107010. View →
    Cite
    @article{philipson2020,
      author  = {Philipson, P. and Hickey, G. L. and Crowther, M. J. and Kolamunnage-Dona, R.},
      title   = {{Faster Monte Carlo estimation of semiparametric joint models for time-to-event and multivariate longitudinal data}},
      journal = {Computational Statistics and Data Analysis},
      year    = {2020},
      volume  = {151},
      pages   = {107010},
      doi     = {10.1016/j.csda.2020.107010}
    }
    
    TY  - JOUR
    AU  - Philipson, P.
    AU  - Hickey, G. L.
    AU  - Crowther, M. J.
    AU  - Kolamunnage-Dona, R.
    TI  - Faster Monte Carlo estimation of semiparametric joint models for time-to-event and multivariate longitudinal data
    JO  - Computational Statistics and Data Analysis
    PY  - 2020
    VL  - 151
    SP  - 107010
    DO  - 10.1016/j.csda.2020.107010
    UR  - https://doi.org/10.1016/j.csda.2020.107010
    ER  - 
    
  2. Harhay MO, Gasparini A, Walkey AJ, Weissman GE, Crowther MJ, Ratcliffe SJ, Russell JA, on behalf of the Vasopressin and Septic Shock Trial (VASST) Investigators. Assessing the Course of Organ Dysfunction Using Joint Longitudinal and Time-to-Event Modeling in the Vasopressin and Septic Shock Trial. Crit Care Expl 2020; 2:e0104. View →
    Cite
    @article{harhay2020,
      author  = {Harhay, M. O. and Gasparini, A. and Walkey, A. J. and Weissman, G. E. and Crowther, M. J. and Ratcliffe, S. J. and Russell, J. A. and {on behalf of the Vasopressin and Septic Shock Trial (VASST) Investigators}},
      title   = {{Assessing the Course of Organ Dysfunction Using Joint Longitudinal and Time-to-Event Modeling in the Vasopressin and Septic Shock Trial}},
      journal = {Crit Care Expl},
      year    = {2020},
      volume  = {2},
      pages   = {e0104},
      doi     = {10.1097/cce.0000000000000104}
    }
    
    TY  - JOUR
    AU  - Harhay, M. O.
    AU  - Gasparini, A.
    AU  - Walkey, A. J.
    AU  - Weissman, G. E.
    AU  - Crowther, M. J.
    AU  - Ratcliffe, S. J.
    AU  - Russell, J. A.
    AU  - on behalf of the Vasopressin and Septic Shock Trial (VASST) Investigators
    TI  - Assessing the Course of Organ Dysfunction Using Joint Longitudinal and Time-to-Event Modeling in the Vasopressin and Septic Shock Trial
    JO  - Crit Care Expl
    PY  - 2020
    VL  - 2
    SP  - e0104
    DO  - 10.1097/cce.0000000000000104
    UR  - https://doi.org/10.1097/cce.0000000000000104
    ER  - 
    
  3. Posch F, Riedl J, Reitter EM, Crowther MJ, Grilz E, Quehenberger P, Jilma B, Pabinger I, Ay C. Dynamic assessment of venous thromboembolism risk in patients with cancer by longitudinal D-Dimer analysis: A prospective study. J Thromb Haemost 2020;18(6):1348-1356. View →
    Cite
    @article{posch2020,
      author  = {Posch, F. and Riedl, J. and Reitter, E. M. and Crowther, M. J. and Grilz, E. and Quehenberger, P. and Jilma, B. and Pabinger, I. and Ay, C.},
      title   = {{Dynamic assessment of venous thromboembolism risk in patients with cancer by longitudinal D-Dimer analysis: A prospective study}},
      journal = {J Thromb Haemost},
      year    = {2020},
      volume  = {18},
      number  = {6},
      pages   = {1348--1356},
      doi     = {10.1111/jth.14774}
    }
    
    TY  - JOUR
    AU  - Posch, F.
    AU  - Riedl, J.
    AU  - Reitter, E. M.
    AU  - Crowther, M. J.
    AU  - Grilz, E.
    AU  - Quehenberger, P.
    AU  - Jilma, B.
    AU  - Pabinger, I.
    AU  - Ay, C.
    TI  - Dynamic assessment of venous thromboembolism risk in patients with cancer by longitudinal D-Dimer analysis: A prospective study
    JO  - J Thromb Haemost
    PY  - 2020
    VL  - 18
    IS  - 6
    SP  - 1348
    EP  - 1356
    DO  - 10.1111/jth.14774
    UR  - https://doi.org/10.1111/jth.14774
    ER  - 
    
  4. Ashra N, Mariott L, Johnson S, Abrams KR, Crowther MJ. Jointly modelling longitudinally measured urinary human chorionic gonadotrophin and early pregnancy outcomes. Scientific Reports 2020;10(1):4589. View →
    Cite
    @article{ashra2020,
      author  = {Ashra, N. and Mariott, L. and Johnson, S. and Abrams, K. R. and Crowther, M. J.},
      title   = {{Jointly modelling longitudinally measured urinary human chorionic gonadotrophin and early pregnancy outcomes}},
      journal = {Scientific Reports},
      year    = {2020},
      volume  = {10},
      number  = {1},
      pages   = {4589},
      doi     = {10.1038/s41598-020-61461-w}
    }
    
    TY  - JOUR
    AU  - Ashra, N.
    AU  - Mariott, L.
    AU  - Johnson, S.
    AU  - Abrams, K. R.
    AU  - Crowther, M. J.
    TI  - Jointly modelling longitudinally measured urinary human chorionic gonadotrophin and early pregnancy outcomes
    JO  - Scientific Reports
    PY  - 2020
    VL  - 10
    IS  - 1
    SP  - 4589
    DO  - 10.1038/s41598-020-61461-w
    UR  - https://doi.org/10.1038/s41598-020-61461-w
    ER  - 
    
  5. Brilleman S, Wolfe R, Moreno-Betancur M, Crowther MJ. Simulating survival data using the simsurv package in R. Journal of Statistical Software 2020;97:1-27. View →
    Cite
    @article{brilleman2020,
      author  = {Brilleman, S. and Wolfe, R. and Moreno-Betancur, M. and Crowther, M. J.},
      title   = {{Simulating survival data using the simsurv package in R}},
      journal = {Journal of Statistical Software},
      year    = {2020},
      volume  = {97},
      pages   = {1--27},
      doi     = {10.18637/jss.v097.i03}
    }
    
    TY  - JOUR
    AU  - Brilleman, S.
    AU  - Wolfe, R.
    AU  - Moreno-Betancur, M.
    AU  - Crowther, M. J.
    TI  - Simulating survival data using the simsurv package in R
    JO  - Journal of Statistical Software
    PY  - 2020
    VL  - 97
    SP  - 1
    EP  - 27
    DO  - 10.18637/jss.v097.i03
    UR  - https://doi.org/10.18637/jss.v097.i03
    ER  - 
    
  6. Crowther MJ. merlin – a unified framework for data analysis and methods development in Stata. Stata Journal 2020:20(4):763-784. View → merlin →
    Cite
    @article{crowther2020,
      author  = {Crowther, M. J.},
      title   = {{merlin -- a unified framework for data analysis and methods development in Stata}},
      journal = {Stata Journal},
      year    = {2020},
      volume  = {20},
      number  = {4},
      pages   = {763--784},
      doi     = {10.1177/1536867x20976311}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    TI  - merlin – a unified framework for data analysis and methods development in Stata
    JO  - Stata Journal
    PY  - 2020
    VL  - 20
    IS  - 4
    SP  - 763
    EP  - 784
    DO  - 10.1177/1536867x20976311
    UR  - https://doi.org/10.1177/1536867x20976311
    ER  - 
    
  7. Gasparini A, Abrams KR, Barrett JK, Major JK, Sweeting MJ, Brunskill NJ, Crowther MJ. Mixed effects models for healthcare longitudinal data with an informative visiting process: a Monte Carlo simulation study. Statistica Neerlandica 2020;74(1):5-23. View →
    Cite
    @article{gasparini2020,
      author  = {Gasparini, A. and Abrams, K. R. and Barrett, J. K. and Major, J. K. and Sweeting, M. J. and Brunskill, N. J. and Crowther, M. J.},
      title   = {{Mixed effects models for healthcare longitudinal data with an informative visiting process: a Monte Carlo simulation study}},
      journal = {Statistica Neerlandica},
      year    = {2020},
      volume  = {74},
      number  = {1},
      pages   = {5--23},
      doi     = {10.1111/stan.12188}
    }
    
    TY  - JOUR
    AU  - Gasparini, A.
    AU  - Abrams, K. R.
    AU  - Barrett, J. K.
    AU  - Major, J. K.
    AU  - Sweeting, M. J.
    AU  - Brunskill, N. J.
    AU  - Crowther, M. J.
    TI  - Mixed effects models for healthcare longitudinal data with an informative visiting process: a Monte Carlo simulation study
    JO  - Statistica Neerlandica
    PY  - 2020
    VL  - 74
    IS  - 1
    SP  - 5
    EP  - 23
    DO  - 10.1111/stan.12188
    UR  - https://doi.org/10.1111/stan.12188
    ER  - 
    

2019

  1. Bower H, Crowther MJ, Rutherford MJ, Andersson TML, Clements M, Liu X, Dickman PW, Lambert PC. Capturing simple and complex time-dependent effects using flexible parametric survival models: A simulation study. Communications in Statistics – Simulation and Computation 2019;50(11):3777-3793. View →
    Cite
    @article{bower2019,
      author  = {Bower, H. and Crowther, M. J. and Rutherford, M. J. and Andersson, T. M. L. and Clements, M. and Liu, X. and Dickman, P. W. and Lambert, P. C.},
      title   = {{Capturing simple and complex time-dependent effects using flexible parametric survival models: A simulation study}},
      journal = {Communications in Statistics -- Simulation and Computation},
      year    = {2019},
      volume  = {50},
      number  = {11},
      pages   = {3777--3793},
      doi     = {10.1080/03610918.2019.1634201}
    }
    
    TY  - JOUR
    AU  - Bower, H.
    AU  - Crowther, M. J.
    AU  - Rutherford, M. J.
    AU  - Andersson, T. M. L.
    AU  - Clements, M.
    AU  - Liu, X.
    AU  - Dickman, P. W.
    AU  - Lambert, P. C.
    TI  - Capturing simple and complex time-dependent effects using flexible parametric survival models: A simulation study
    JO  - Communications in Statistics – Simulation and Computation
    PY  - 2019
    VL  - 50
    IS  - 11
    SP  - 3777
    EP  - 3793
    DO  - 10.1080/03610918.2019.1634201
    UR  - https://doi.org/10.1080/03610918.2019.1634201
    ER  - 
    
  2. Crowther MJ. Multilevel mixed effects parametric survival analysis: Estimation, simulation and application. Stata Journal 2019;19(4):931-949. View →
    Cite
    @article{crowther2019,
      author  = {Crowther, M. J.},
      title   = {{Multilevel mixed effects parametric survival analysis: Estimation, simulation and application}},
      journal = {Stata Journal},
      year    = {2019},
      volume  = {19},
      number  = {4},
      pages   = {931--949},
      doi     = {10.1177/1536867x19893639}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    TI  - Multilevel mixed effects parametric survival analysis: Estimation, simulation and application
    JO  - Stata Journal
    PY  - 2019
    VL  - 19
    IS  - 4
    SP  - 931
    EP  - 949
    DO  - 10.1177/1536867x19893639
    UR  - https://doi.org/10.1177/1536867x19893639
    ER  - 
    
  3. Gasparini A, Clements MS, Abrams KR, Crowther MJ. Impact of model misspecification in shared frailty survival models. Statistics in Medicine 2019;38(23):4477-4502. View →
    Cite
    @article{gasparini2019,
      author  = {Gasparini, A. and Clements, M. S. and Abrams, K. R. and Crowther, M. J.},
      title   = {{Impact of model misspecification in shared frailty survival models}},
      journal = {Statistics in Medicine},
      year    = {2019},
      volume  = {38},
      number  = {23},
      pages   = {4477--4502},
      doi     = {10.1002/sim.8309}
    }
    
    TY  - JOUR
    AU  - Gasparini, A.
    AU  - Clements, M. S.
    AU  - Abrams, K. R.
    AU  - Crowther, M. J.
    TI  - Impact of model misspecification in shared frailty survival models
    JO  - Statistics in Medicine
    PY  - 2019
    VL  - 38
    IS  - 23
    SP  - 4477
    EP  - 4502
    DO  - 10.1002/sim.8309
    UR  - https://doi.org/10.1002/sim.8309
    ER  - 
    
  4. Conrado DJ, Larkindale J, Berg A, Hill M, Burton J, Abrams KR, Abresch RT, Bronson A, Chapman D, Crowther M, Duong T, Gordish-Dressman H, Harnisch L, Henricson E, Kim S, McDonald CM, Schmidt S, Vong C, Wang X, Wong BL, Yong F, Romero K; the Duchenne Muscular Dystrophy Regulatory Science Consortium (D-RSC). Towards regulatory endorsement of drug development tools to promote the application of model-informed drug development in Duchenne muscular dystrophy. Journal of Pharmacokinetics and Pharmacodynamics 2019;46(5):441-455. View →
    Cite
    @article{conrado2019,
      author  = {Conrado, D. J. and Larkindale, J. and Berg, A. and Hill, M. and Burton, J. and Abrams, K. R. and Abresch, R. T. and Bronson, A. and Chapman, D. and Crowther, M. and Duong, T. and Gordish-Dressman, H. and Harnisch, L. and Henricson, E. and Kim, S. and McDonald, C. M. and Schmidt, S. and Vong, C. and Wang, X. and Wong, B. L. and Yong, F. and {Romero K; the Duchenne Muscular Dystrophy Regulatory Science Consortium (D-RSC)}},
      title   = {{Towards regulatory endorsement of drug development tools to promote the application of model-informed drug development in Duchenne muscular dystrophy}},
      journal = {Journal of Pharmacokinetics and Pharmacodynamics},
      year    = {2019},
      volume  = {46},
      number  = {5},
      pages   = {441--455},
      doi     = {10.1007/s10928-019-09642-7}
    }
    
    TY  - JOUR
    AU  - Conrado, D. J.
    AU  - Larkindale, J.
    AU  - Berg, A.
    AU  - Hill, M.
    AU  - Burton, J.
    AU  - Abrams, K. R.
    AU  - Abresch, R. T.
    AU  - Bronson, A.
    AU  - Chapman, D.
    AU  - Crowther, M.
    AU  - Duong, T.
    AU  - Gordish-Dressman, H.
    AU  - Harnisch, L.
    AU  - Henricson, E.
    AU  - Kim, S.
    AU  - McDonald, C. M.
    AU  - Schmidt, S.
    AU  - Vong, C.
    AU  - Wang, X.
    AU  - Wong, B. L.
    AU  - Yong, F.
    AU  - Romero K; the Duchenne Muscular Dystrophy Regulatory Science Consortium (D-RSC)
    TI  - Towards regulatory endorsement of drug development tools to promote the application of model-informed drug development in Duchenne muscular dystrophy
    JO  - Journal of Pharmacokinetics and Pharmacodynamics
    PY  - 2019
    VL  - 46
    IS  - 5
    SP  - 441
    EP  - 455
    DO  - 10.1007/s10928-019-09642-7
    UR  - https://doi.org/10.1007/s10928-019-09642-7
    ER  - 
    
  5. Harhay MO, Ratcliffe SJ, Small DS, Suttner LH, Crowther MJ, Halpern SD. Measuring and Analyzing Length of Stay in Critical Care Trials. Medical Care 2019;57(9):e53–e59. View →
    Cite
    @article{harhay2019,
      author  = {Harhay, M. O. and Ratcliffe, S. J. and Small, D. S. and Suttner, L. H. and Crowther, M. J. and Halpern, S. D.},
      title   = {{Measuring and Analyzing Length of Stay in Critical Care Trials}},
      journal = {Medical Care},
      year    = {2019},
      volume  = {57},
      number  = {9},
      pages   = {e53----e59},
      doi     = {10.1097/mlr.0000000000001059}
    }
    
    TY  - JOUR
    AU  - Harhay, M. O.
    AU  - Ratcliffe, S. J.
    AU  - Small, D. S.
    AU  - Suttner, L. H.
    AU  - Crowther, M. J.
    AU  - Halpern, S. D.
    TI  - Measuring and Analyzing Length of Stay in Critical Care Trials
    JO  - Medical Care
    PY  - 2019
    VL  - 57
    IS  - 9
    SP  - e53–e59
    DO  - 10.1097/mlr.0000000000001059
    UR  - https://doi.org/10.1097/mlr.0000000000001059
    ER  - 
    
  6. Morris TP, White I, Crowther MJ. Using simulation studies to evaluate statistical methods. Statistics in Medicine 2019;38(11):2074-2102. View →
    Cite
    @article{morris2019,
      author  = {Morris, T. P. and White, I. and Crowther, M. J.},
      title   = {{Using simulation studies to evaluate statistical methods}},
      journal = {Statistics in Medicine},
      year    = {2019},
      volume  = {38},
      number  = {11},
      pages   = {2074--2102},
      doi     = {10.1002/sim.8086}
    }
    
    TY  - JOUR
    AU  - Morris, T. P.
    AU  - White, I.
    AU  - Crowther, M. J.
    TI  - Using simulation studies to evaluate statistical methods
    JO  - Statistics in Medicine
    PY  - 2019
    VL  - 38
    IS  - 11
    SP  - 2074
    EP  - 2102
    DO  - 10.1002/sim.8086
    UR  - https://doi.org/10.1002/sim.8086
    ER  - 
    
  7. Harhay MO, Porcher R, Thabut G, Crowther MJ, DiSanto T, Rubin S, Penfil Z, Bing Z, Christie JD, Diamond JM, Cantu E. Donor Lung Sequence Number and Survival after Lung Transplantation in the United States. Annals of the American Thoracic Society 2019;16(3):313-320. View →
    Cite
    @article{harhay2019b,
      author  = {Harhay, M. O. and Porcher, R. and Thabut, G. and Crowther, M. J. and DiSanto, T. and Rubin, S. and Penfil, Z. and Bing, Z. and Christie, J. D. and Diamond, J. M. and Cantu, E.},
      title   = {{Donor Lung Sequence Number and Survival after Lung Transplantation in the United States}},
      journal = {Annals of the American Thoracic Society},
      year    = {2019},
      volume  = {16},
      number  = {3},
      pages   = {313--320},
      doi     = {10.1513/annalsats.201802-100oc}
    }
    
    TY  - JOUR
    AU  - Harhay, M. O.
    AU  - Porcher, R.
    AU  - Thabut, G.
    AU  - Crowther, M. J.
    AU  - DiSanto, T.
    AU  - Rubin, S.
    AU  - Penfil, Z.
    AU  - Bing, Z.
    AU  - Christie, J. D.
    AU  - Diamond, J. M.
    AU  - Cantu, E.
    TI  - Donor Lung Sequence Number and Survival after Lung Transplantation in the United States
    JO  - Annals of the American Thoracic Society
    PY  - 2019
    VL  - 16
    IS  - 3
    SP  - 313
    EP  - 320
    DO  - 10.1513/annalsats.201802-100oc
    UR  - https://doi.org/10.1513/annalsats.201802-100oc
    ER  - 
    
  8. Brilleman SL, Moreno-Betancur M, Polkinghorne KR, McDonald SP, Crowther MJ, Thomson J, Wolfe R. Changes in Body Mass Index and Rates of Death and Transplant in Hemodialysis Patients: A Latent Class Joint Modeling Approach. Epidemiology 2019;30(1):38-47. View →
    Cite
    @article{brilleman2019,
      author  = {Brilleman, S. L. and Moreno-Betancur, M. and Polkinghorne, K. R. and McDonald, S. P. and Crowther, M. J. and Thomson, J. and Wolfe, R.},
      title   = {{Changes in Body Mass Index and Rates of Death and Transplant in Hemodialysis Patients: A Latent Class Joint Modeling Approach}},
      journal = {Epidemiology},
      year    = {2019},
      volume  = {30},
      number  = {1},
      pages   = {38--47},
      doi     = {10.1097/ede.0000000000000931}
    }
    
    TY  - JOUR
    AU  - Brilleman, S. L.
    AU  - Moreno-Betancur, M.
    AU  - Polkinghorne, K. R.
    AU  - McDonald, S. P.
    AU  - Crowther, M. J.
    AU  - Thomson, J.
    AU  - Wolfe, R.
    TI  - Changes in Body Mass Index and Rates of Death and Transplant in Hemodialysis Patients: A Latent Class Joint Modeling Approach
    JO  - Epidemiology
    PY  - 2019
    VL  - 30
    IS  - 1
    SP  - 38
    EP  - 47
    DO  - 10.1097/ede.0000000000000931
    UR  - https://doi.org/10.1097/ede.0000000000000931
    ER  - 
    

2018

  1. Brilleman SL, Crowther MJ, Moreno-Betancur M, Novik J, Dunyak J, Al-Huniti N, Fox R, Hammerbacher J, Wolfe R. Joint longitudinal and time-to-event models for multilevel hierarchical data. Statistical Methods in Medical Research 2018;28(12):3502-3515. View →
    Cite
    @article{brilleman2018,
      author  = {Brilleman, S. L. and Crowther, M. J. and Moreno-Betancur, M. and Novik, J. and Dunyak, J. and Al-Huniti, N. and Fox, R. and Hammerbacher, J. and Wolfe, R.},
      title   = {{Joint longitudinal and time-to-event models for multilevel hierarchical data}},
      journal = {Statistical Methods in Medical Research},
      year    = {2018},
      volume  = {28},
      number  = {12},
      pages   = {3502--3515},
      doi     = {10.1177/0962280218808821}
    }
    
    TY  - JOUR
    AU  - Brilleman, S. L.
    AU  - Crowther, M. J.
    AU  - Moreno-Betancur, M.
    AU  - Novik, J.
    AU  - Dunyak, J.
    AU  - Al-Huniti, N.
    AU  - Fox, R.
    AU  - Hammerbacher, J.
    AU  - Wolfe, R.
    TI  - Joint longitudinal and time-to-event models for multilevel hierarchical data
    JO  - Statistical Methods in Medical Research
    PY  - 2018
    VL  - 28
    IS  - 12
    SP  - 3502
    EP  - 3515
    DO  - 10.1177/0962280218808821
    UR  - https://doi.org/10.1177/0962280218808821
    ER  - 
    
  2. Harhay MO, Porcher R, Cantu E, Crowther MJ, Christie JD, Thabut G, Donaldson GC. An Alternative Approach for the Analysis of Time-to-event and Survival Outcomes in Pulmonary Medicine. Am J Respir Crit Care Med 2018;198(5):684-687. View →
    Cite
    @article{harhay2018,
      author  = {Harhay, M. O. and Porcher, R. and Cantu, E. and Crowther, M. J. and Christie, J. D. and Thabut, G. and Donaldson, G. C.},
      title   = {{An Alternative Approach for the Analysis of Time-to-event and Survival Outcomes in Pulmonary Medicine}},
      journal = {Am J Respir Crit Care Med},
      year    = {2018},
      volume  = {198},
      number  = {5},
      pages   = {684--687},
      doi     = {10.1164/rccm.201801-0189le}
    }
    
    TY  - JOUR
    AU  - Harhay, M. O.
    AU  - Porcher, R.
    AU  - Cantu, E.
    AU  - Crowther, M. J.
    AU  - Christie, J. D.
    AU  - Thabut, G.
    AU  - Donaldson, G. C.
    TI  - An Alternative Approach for the Analysis of Time-to-event and Survival Outcomes in Pulmonary Medicine
    JO  - Am J Respir Crit Care Med
    PY  - 2018
    VL  - 198
    IS  - 5
    SP  - 684
    EP  - 687
    DO  - 10.1164/rccm.201801-0189le
    UR  - https://doi.org/10.1164/rccm.201801-0189le
    ER  - 
    
  3. Latimer NR, Abrams KR, Lambert PC, Morden JP, Crowther MJ. Assessing methods for dealing with treatment crossover in clinical trials: a follow-up simulation study. Statistical Methods in Medical Research 2018;27(3):765-784. View →
    Cite
    @article{latimer2018,
      author  = {Latimer, N. R. and Abrams, K. R. and Lambert, P. C. and Morden, J. P. and Crowther, M. J.},
      title   = {{Assessing methods for dealing with treatment crossover in clinical trials: a follow-up simulation study}},
      journal = {Statistical Methods in Medical Research},
      year    = {2018},
      volume  = {27},
      number  = {3},
      pages   = {765--784},
      doi     = {10.1177/0962280216642264}
    }
    
    TY  - JOUR
    AU  - Latimer, N. R.
    AU  - Abrams, K. R.
    AU  - Lambert, P. C.
    AU  - Morden, J. P.
    AU  - Crowther, M. J.
    TI  - Assessing methods for dealing with treatment crossover in clinical trials: a follow-up simulation study
    JO  - Statistical Methods in Medical Research
    PY  - 2018
    VL  - 27
    IS  - 3
    SP  - 765
    EP  - 784
    DO  - 10.1177/0962280216642264
    UR  - https://doi.org/10.1177/0962280216642264
    ER  - 
    
  4. Bower H, Andersson TML, Crowther MJ, Dickman PW, Lambe M, Lambert PC. Adjusting expected mortality rates using information from a control population: an example using socioeconomic status. American Journal of Epidemiology 2018;187(4):828-36. View →
    Cite
    @article{bower2018,
      author  = {Bower, H. and Andersson, T. M. L. and Crowther, M. J. and Dickman, P. W. and Lambe, M. and Lambert, P. C.},
      title   = {{Adjusting expected mortality rates using information from a control population: an example using socioeconomic status}},
      journal = {American Journal of Epidemiology},
      year    = {2018},
      volume  = {187},
      number  = {4},
      pages   = {828--36},
      doi     = {10.1093/aje/kwx303}
    }
    
    TY  - JOUR
    AU  - Bower, H.
    AU  - Andersson, T. M. L.
    AU  - Crowther, M. J.
    AU  - Dickman, P. W.
    AU  - Lambe, M.
    AU  - Lambert, P. C.
    TI  - Adjusting expected mortality rates using information from a control population: an example using socioeconomic status
    JO  - American Journal of Epidemiology
    PY  - 2018
    VL  - 187
    IS  - 4
    SP  - 828
    EP  - 36
    DO  - 10.1093/aje/kwx303
    UR  - https://doi.org/10.1093/aje/kwx303
    ER  - 
    

2017

  1. Crowther MJ, Lambert PC. Parametric multi-state survival models: flexible modelling allowing transition-specific distributions with application to estimating clinically useful measures of effect differences. Statistics in Medicine 2017;36(29):4719-4742. View → multistate →
    Cite
    @article{crowther2017,
      author  = {Crowther, M. J. and Lambert, P. C.},
      title   = {{Parametric multi-state survival models: flexible modelling allowing transition-specific distributions with application to estimating clinically useful measures of effect differences}},
      journal = {Statistics in Medicine},
      year    = {2017},
      volume  = {36},
      number  = {29},
      pages   = {4719--4742},
      doi     = {10.1002/sim.7448}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Lambert, P. C.
    TI  - Parametric multi-state survival models: flexible modelling allowing transition-specific distributions with application to estimating clinically useful measures of effect differences
    JO  - Statistics in Medicine
    PY  - 2017
    VL  - 36
    IS  - 29
    SP  - 4719
    EP  - 4742
    DO  - 10.1002/sim.7448
    UR  - https://doi.org/10.1002/sim.7448
    ER  - 
    
  2. Sayers A, Crowther MJ, Judge A, Whitehouse MR, Blom A. Determining the sample size required to establish whether a medical device is non-inferior to an external benchmark. BMJ Open 2017;7:e015397. View →
    Cite
    @article{sayers2017,
      author  = {Sayers, A. and Crowther, M. J. and Judge, A. and Whitehouse, M. R. and Blom, A.},
      title   = {{Determining the sample size required to establish whether a medical device is non-inferior to an external benchmark}},
      journal = {BMJ Open},
      year    = {2017},
      volume  = {7},
      pages   = {e015397},
      doi     = {10.1136/bmjopen-2016-015397}
    }
    
    TY  - JOUR
    AU  - Sayers, A.
    AU  - Crowther, M. J.
    AU  - Judge, A.
    AU  - Whitehouse, M. R.
    AU  - Blom, A.
    TI  - Determining the sample size required to establish whether a medical device is non-inferior to an external benchmark
    JO  - BMJ Open
    PY  - 2017
    VL  - 7
    SP  - e015397
    DO  - 10.1136/bmjopen-2016-015397
    UR  - https://doi.org/10.1136/bmjopen-2016-015397
    ER  - 
    
  3. Andersson TM-L, Crowther MJ, Czene K, Hall P, Humphreys K. Mammographic density reduction as a prognostic marker for postmenopausal breast cancer; results using a joint longitudinal-survival modelling approach. American Journal of Epidemiology 2017;186(9):1065-1073. View →
    Cite
    @article{anderssontml2017,
      author  = {{Andersson TM-L} and Crowther, M. J. and Czene, K. and Hall, P. and Humphreys, K.},
      title   = {{Mammographic density reduction as a prognostic marker for postmenopausal breast cancer; results using a joint longitudinal-survival modelling approach}},
      journal = {American Journal of Epidemiology},
      year    = {2017},
      volume  = {186},
      number  = {9},
      pages   = {1065--1073},
      doi     = {10.1093/aje/kwx178}
    }
    
    TY  - JOUR
    AU  - Andersson TM-L
    AU  - Crowther, M. J.
    AU  - Czene, K.
    AU  - Hall, P.
    AU  - Humphreys, K.
    TI  - Mammographic density reduction as a prognostic marker for postmenopausal breast cancer; results using a joint longitudinal-survival modelling approach
    JO  - American Journal of Epidemiology
    PY  - 2017
    VL  - 186
    IS  - 9
    SP  - 1065
    EP  - 1073
    DO  - 10.1093/aje/kwx178
    UR  - https://doi.org/10.1093/aje/kwx178
    ER  - 
    
  4. Wu Z, Lin C, Crowther M, Mak H, Yu M, Leung CK-S. Impact of rates of change of lamina cribosa and optic nerve head surface depths on visual field progression in glaucoma. Investigative Ophthalmology and Visual Science 2017;58(3):1825-1833. View →
    Cite
    @article{wu2017,
      author  = {Wu, Z. and Lin, C. and Crowther, M. and Mak, H. and Yu, M. and {Leung CK-S}},
      title   = {{Impact of rates of change of lamina cribosa and optic nerve head surface depths on visual field progression in glaucoma}},
      journal = {Investigative Ophthalmology and Visual Science},
      year    = {2017},
      volume  = {58},
      number  = {3},
      pages   = {1825--1833},
      doi     = {10.1167/iovs.16-20509}
    }
    
    TY  - JOUR
    AU  - Wu, Z.
    AU  - Lin, C.
    AU  - Crowther, M.
    AU  - Mak, H.
    AU  - Yu, M.
    AU  - Leung CK-S
    TI  - Impact of rates of change of lamina cribosa and optic nerve head surface depths on visual field progression in glaucoma
    JO  - Investigative Ophthalmology and Visual Science
    PY  - 2017
    VL  - 58
    IS  - 3
    SP  - 1825
    EP  - 1833
    DO  - 10.1167/iovs.16-20509
    UR  - https://doi.org/10.1167/iovs.16-20509
    ER  - 
    
  5. Hua H, Burke D, Crowther MJ, Ensor J, Tudur-Smith C, Riley RD. One-stage individual participant data meta-analysis models: estimation of treatment-covariate interactions must avoid ecological bias by separating out within-trial and across-trial information. Statistics in Medicine 2017;36(5):772-789. View →
    Cite
    @article{hua2017,
      author  = {Hua, H. and Burke, D. and Crowther, M. J. and Ensor, J. and Tudur-Smith, C. and Riley, R. D.},
      title   = {{One-stage individual participant data meta-analysis models: estimation of treatment-covariate interactions must avoid ecological bias by separating out within-trial and across-trial information}},
      journal = {Statistics in Medicine},
      year    = {2017},
      volume  = {36},
      number  = {5},
      pages   = {772--789},
      doi     = {10.1002/sim.7171}
    }
    
    TY  - JOUR
    AU  - Hua, H.
    AU  - Burke, D.
    AU  - Crowther, M. J.
    AU  - Ensor, J.
    AU  - Tudur-Smith, C.
    AU  - Riley, R. D.
    TI  - One-stage individual participant data meta-analysis models: estimation of treatment-covariate interactions must avoid ecological bias by separating out within-trial and across-trial information
    JO  - Statistics in Medicine
    PY  - 2017
    VL  - 36
    IS  - 5
    SP  - 772
    EP  - 789
    DO  - 10.1002/sim.7171
    UR  - https://doi.org/10.1002/sim.7171
    ER  - 
    
  6. Lambert PC, Wilkes SR, Crowther MJ. Flexible parametric modelling of the cause-specific cumulative incidence function. Statistics in Medicine 2017;36(9):1429-1446. View →
    Cite
    @article{lambert2017,
      author  = {Lambert, P. C. and Wilkes, S. R. and Crowther, M. J.},
      title   = {{Flexible parametric modelling of the cause-specific cumulative incidence function}},
      journal = {Statistics in Medicine},
      year    = {2017},
      volume  = {36},
      number  = {9},
      pages   = {1429--1446},
      doi     = {10.1002/sim.7208}
    }
    
    TY  - JOUR
    AU  - Lambert, P. C.
    AU  - Wilkes, S. R.
    AU  - Crowther, M. J.
    TI  - Flexible parametric modelling of the cause-specific cumulative incidence function
    JO  - Statistics in Medicine
    PY  - 2017
    VL  - 36
    IS  - 9
    SP  - 1429
    EP  - 1446
    DO  - 10.1002/sim.7208
    UR  - https://doi.org/10.1002/sim.7208
    ER  - 
    
  7. Marriott L, Zinaman M, Abrams KR, Crowther MJ, Johnson S. Analysis of urinary human chorionic gonadotrophin levels in normal and failing pregnancies using longitudinal, Cox proportional hazards and two-stage modelling. Annals of Clinical Biochemistry 2017;54(5):548-557. View →
    Cite
    @article{marriott2017,
      author  = {Marriott, L. and Zinaman, M. and Abrams, K. R. and Crowther, M. J. and Johnson, S.},
      title   = {{Analysis of urinary human chorionic gonadotrophin levels in normal and failing pregnancies using longitudinal, Cox proportional hazards and two-stage modelling}},
      journal = {Annals of Clinical Biochemistry},
      year    = {2017},
      volume  = {54},
      number  = {5},
      pages   = {548--557},
      doi     = {10.1177/0004563216671339}
    }
    
    TY  - JOUR
    AU  - Marriott, L.
    AU  - Zinaman, M.
    AU  - Abrams, K. R.
    AU  - Crowther, M. J.
    AU  - Johnson, S.
    TI  - Analysis of urinary human chorionic gonadotrophin levels in normal and failing pregnancies using longitudinal, Cox proportional hazards and two-stage modelling
    JO  - Annals of Clinical Biochemistry
    PY  - 2017
    VL  - 54
    IS  - 5
    SP  - 548
    EP  - 557
    DO  - 10.1177/0004563216671339
    UR  - https://doi.org/10.1177/0004563216671339
    ER  - 
    
  8. Latimer NR, Abrams KR, Lambert PC, Crowther MJ, Wailoo AJ, Morden JP, Akehurst RL, Campbell MJ. Adjusting for treatment switching in randomised controlled trials – a simulation study and simplified two-stage method. Statistical Methods in Medical Research 2017;26(2):724-751. View →
    Cite
    @article{latimer2017,
      author  = {Latimer, N. R. and Abrams, K. R. and Lambert, P. C. and Crowther, M. J. and Wailoo, A. J. and Morden, J. P. and Akehurst, R. L. and Campbell, M. J.},
      title   = {{Adjusting for treatment switching in randomised controlled trials -- a simulation study and simplified two-stage method}},
      journal = {Statistical Methods in Medical Research},
      year    = {2017},
      volume  = {26},
      number  = {2},
      pages   = {724--751},
      doi     = {10.1177/0962280214557578}
    }
    
    TY  - JOUR
    AU  - Latimer, N. R.
    AU  - Abrams, K. R.
    AU  - Lambert, P. C.
    AU  - Crowther, M. J.
    AU  - Wailoo, A. J.
    AU  - Morden, J. P.
    AU  - Akehurst, R. L.
    AU  - Campbell, M. J.
    TI  - Adjusting for treatment switching in randomised controlled trials – a simulation study and simplified two-stage method
    JO  - Statistical Methods in Medical Research
    PY  - 2017
    VL  - 26
    IS  - 2
    SP  - 724
    EP  - 751
    DO  - 10.1177/0962280214557578
    UR  - https://doi.org/10.1177/0962280214557578
    ER  - 
    

2016

  1. Bower H, Crowther MJ, Lambert PC. strcs: A command for fitting flexible parametric survival models on the log-hazard scale. The Stata Journal 2016;16(4):989-1012. View →
    Cite
    @article{bower2016,
      author  = {Bower, H. and Crowther, M. J. and Lambert, P. C.},
      title   = {{strcs: A command for fitting flexible parametric survival models on the log-hazard scale}},
      journal = {The Stata Journal},
      year    = {2016},
      volume  = {16},
      number  = {4},
      pages   = {989--1012},
      doi     = {10.1177/1536867x1601600410}
    }
    
    TY  - JOUR
    AU  - Bower, H.
    AU  - Crowther, M. J.
    AU  - Lambert, P. C.
    TI  - strcs: A command for fitting flexible parametric survival models on the log-hazard scale
    JO  - The Stata Journal
    PY  - 2016
    VL  - 16
    IS  - 4
    SP  - 989
    EP  - 1012
    DO  - 10.1177/1536867x1601600410
    UR  - https://doi.org/10.1177/1536867x1601600410
    ER  - 
    
  2. Brilleman SL, Crowther MJ, May MT, Gompels M, Abrams KR. Joint longitudinal hurdle and time-to-event models: an application related to viral load and duration of the first treatment regimen in patients with HIV initiating therapy. Statistics in Medicine 2016;35(20):3583–3594. View →
    Cite
    @article{brilleman2016,
      author  = {Brilleman, S. L. and Crowther, M. J. and May, M. T. and Gompels, M. and Abrams, K. R.},
      title   = {{Joint longitudinal hurdle and time-to-event models: an application related to viral load and duration of the first treatment regimen in patients with HIV initiating therapy}},
      journal = {Statistics in Medicine},
      year    = {2016},
      volume  = {35},
      number  = {20},
      pages   = {3583----3594},
      doi     = {10.1002/sim.6948}
    }
    
    TY  - JOUR
    AU  - Brilleman, S. L.
    AU  - Crowther, M. J.
    AU  - May, M. T.
    AU  - Gompels, M.
    AU  - Abrams, K. R.
    TI  - Joint longitudinal hurdle and time-to-event models: an application related to viral load and duration of the first treatment regimen in patients with HIV initiating therapy
    JO  - Statistics in Medicine
    PY  - 2016
    VL  - 35
    IS  - 20
    SP  - 3583
    EP  - 3594
    DO  - 10.1002/sim.6948
    UR  - https://doi.org/10.1002/sim.6948
    ER  - 
    
  3. Asaria M, Walker S, Palmer S, Gale CP, Shah AD, Abrams KR, Crowther M, Manca A, Timmis A, Hemingway H, Sculpher M. Using electronic health records to predict costs and outcomes in chronic disease using the example of stable coronary artery disease. Heart 2016;102:755-762. View →
    Cite
    @article{asaria2016,
      author  = {Asaria, M. and Walker, S. and Palmer, S. and Gale, C. P. and Shah, A. D. and Abrams, K. R. and Crowther, M. and Manca, A. and Timmis, A. and Hemingway, H. and Sculpher, M.},
      title   = {{Using electronic health records to predict costs and outcomes in chronic disease using the example of stable coronary artery disease}},
      journal = {Heart},
      year    = {2016},
      volume  = {102},
      pages   = {755--762},
      doi     = {10.1136/heartjnl-2015-308850}
    }
    
    TY  - JOUR
    AU  - Asaria, M.
    AU  - Walker, S.
    AU  - Palmer, S.
    AU  - Gale, C. P.
    AU  - Shah, A. D.
    AU  - Abrams, K. R.
    AU  - Crowther, M.
    AU  - Manca, A.
    AU  - Timmis, A.
    AU  - Hemingway, H.
    AU  - Sculpher, M.
    TI  - Using electronic health records to predict costs and outcomes in chronic disease using the example of stable coronary artery disease
    JO  - Heart
    PY  - 2016
    VL  - 102
    SP  - 755
    EP  - 762
    DO  - 10.1136/heartjnl-2015-308850
    UR  - https://doi.org/10.1136/heartjnl-2015-308850
    ER  - 
    
  4. Walker S, Asaria M, Manca A, Palmer S, Gale CP, Shah A, Abrams KR, Crowther MJ, Timmis A, Hemingway H, Sculpher M. Long-term health care use and costs in patients with stable coronary artery disease: a population-based cohort using linked health records (CALIBER). European Heart Journal – Quality of Care and Clinical Outcomes 2016;2(2):125-140. View →
    Cite
    @article{walker2016,
      author  = {Walker, S. and Asaria, M. and Manca, A. and Palmer, S. and Gale, C. P. and Shah, A. and Abrams, K. R. and Crowther, M. J. and Timmis, A. and Hemingway, H. and Sculpher, M.},
      title   = {{Long-term health care use and costs in patients with stable coronary artery disease: a population-based cohort using linked health records (CALIBER)}},
      journal = {European Heart Journal -- Quality of Care and Clinical Outcomes},
      year    = {2016},
      volume  = {2},
      number  = {2},
      pages   = {125--140},
      doi     = {10.1093/ehjqcco/qcw003}
    }
    
    TY  - JOUR
    AU  - Walker, S.
    AU  - Asaria, M.
    AU  - Manca, A.
    AU  - Palmer, S.
    AU  - Gale, C. P.
    AU  - Shah, A.
    AU  - Abrams, K. R.
    AU  - Crowther, M. J.
    AU  - Timmis, A.
    AU  - Hemingway, H.
    AU  - Sculpher, M.
    TI  - Long-term health care use and costs in patients with stable coronary artery disease: a population-based cohort using linked health records (CALIBER)
    JO  - European Heart Journal – Quality of Care and Clinical Outcomes
    PY  - 2016
    VL  - 2
    IS  - 2
    SP  - 125
    EP  - 140
    DO  - 10.1093/ehjqcco/qcw003
    UR  - https://doi.org/10.1093/ehjqcco/qcw003
    ER  - 
    
  5. Crowther MJ, Andersson TM-L, Lambert PC, Abrams KR and Humphreys K. Joint modelling of longitudinal and survival data: Incorporating delayed entry and an assessment of model misspecification. Statistics in Medicine 2016;35(7)1193-1209. View →
    Cite
    @article{crowther2016,
      author  = {Crowther, M. J. and {Andersson TM-L} and Lambert, P. C. and Abrams KR and Humphreys, K.},
      title   = {{Joint modelling of longitudinal and survival data: Incorporating delayed entry and an assessment of model misspecification}},
      journal = {Statistics in Medicine},
      year    = {2016},
      doi     = {10.1002/sim.6779}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Andersson TM-L
    AU  - Lambert, P. C.
    AU  - Abrams KR and Humphreys, K.
    TI  - Joint modelling of longitudinal and survival data: Incorporating delayed entry and an assessment of model misspecification
    JO  - Statistics in Medicine
    PY  - 2016
    DO  - 10.1002/sim.6779
    UR  - https://doi.org/10.1002/sim.6779
    ER  - 
    

2015

  1. Kandala NB, Connock M, Pulikottil-Jacob R, Sutcliffe P, Crowther MJ, Grove A, Mistry H, Clarke A. Setting benchmark revision rates for total hip replacement: analysis of registry evidence. BMJ 2015;350:h756. View →
    Cite
    @article{kandala2015,
      author  = {Kandala, N. B. and Connock, M. and Pulikottil-Jacob, R. and Sutcliffe, P. and Crowther, M. J. and Grove, A. and Mistry, H. and Clarke, A.},
      title   = {{Setting benchmark revision rates for total hip replacement: analysis of registry evidence}},
      journal = {BMJ},
      year    = {2015},
      volume  = {350},
      pages   = {h756},
      doi     = {10.1136/bmj.h756}
    }
    
    TY  - JOUR
    AU  - Kandala, N. B.
    AU  - Connock, M.
    AU  - Pulikottil-Jacob, R.
    AU  - Sutcliffe, P.
    AU  - Crowther, M. J.
    AU  - Grove, A.
    AU  - Mistry, H.
    AU  - Clarke, A.
    TI  - Setting benchmark revision rates for total hip replacement: analysis of registry evidence
    JO  - BMJ
    PY  - 2015
    VL  - 350
    SP  - h756
    DO  - 10.1136/bmj.h756
    UR  - https://doi.org/10.1136/bmj.h756
    ER  - 
    
  2. Crowther MJ, Lambert PC. Reply to Letter to the Editor by Remontet et al. Statistics in Medicine 2015;34(25):3378-3380. View →
    Cite
    @article{crowther2015,
      author  = {Crowther, M. J. and Lambert, P. C.},
      title   = {{Reply to Letter to the Editor by Remontet et al}},
      journal = {Statistics in Medicine},
      year    = {2015},
      volume  = {34},
      number  = {25},
      pages   = {3378--3380},
      doi     = {10.1002/sim.6606}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Lambert, P. C.
    TI  - Reply to Letter to the Editor by Remontet et al
    JO  - Statistics in Medicine
    PY  - 2015
    VL  - 34
    IS  - 25
    SP  - 3378
    EP  - 3380
    DO  - 10.1002/sim.6606
    UR  - https://doi.org/10.1002/sim.6606
    ER  - 
    
  3. Clarke A, Pulikottil-Jacob R, Grove A, Freeman K, Mistry H, Tsertsvadze A, Connock M, Court R, Kandala NB, Costa M, Suri G, Metcalfe D, Crowther M, Morrow S, Johnson S, Sutcliffe P. Total hip replacement and surface replacement for the treatment of pain and disability resulting from end-stage arthritis of the hip (review of technology appraisal guidance 2 and 44): systematic review and economic evaluation. Health Technology Assessment 2015;19(10). View →
    Cite
    @article{clarke2015,
      author  = {Clarke, A. and Pulikottil-Jacob, R. and Grove, A. and Freeman, K. and Mistry, H. and Tsertsvadze, A. and Connock, M. and Court, R. and Kandala, N. B. and Costa, M. and Suri, G. and Metcalfe, D. and Crowther, M. and Morrow, S. and Johnson, S. and Sutcliffe, P.},
      title   = {{Total hip replacement and surface replacement for the treatment of pain and disability resulting from end-stage arthritis of the hip (review of technology appraisal guidance 2 and 44): systematic review and economic evaluation}},
      journal = {Health Technology Assessment},
      year    = {2015},
      volume  = {19},
      number  = {10},
      doi     = {10.3310/hta19100}
    }
    
    TY  - JOUR
    AU  - Clarke, A.
    AU  - Pulikottil-Jacob, R.
    AU  - Grove, A.
    AU  - Freeman, K.
    AU  - Mistry, H.
    AU  - Tsertsvadze, A.
    AU  - Connock, M.
    AU  - Court, R.
    AU  - Kandala, N. B.
    AU  - Costa, M.
    AU  - Suri, G.
    AU  - Metcalfe, D.
    AU  - Crowther, M.
    AU  - Morrow, S.
    AU  - Johnson, S.
    AU  - Sutcliffe, P.
    TI  - Total hip replacement and surface replacement for the treatment of pain and disability resulting from end-stage arthritis of the hip (review of technology appraisal guidance 2 and 44): systematic review and economic evaluation
    JO  - Health Technology Assessment
    PY  - 2015
    VL  - 19
    IS  - 10
    DO  - 10.3310/hta19100
    UR  - https://doi.org/10.3310/hta19100
    ER  - 
    
  4. Gould AL, Boye ME, Crowther MJ, Ibrahim JG, Quartey G, Micallef S, Bois FY. Responses to discussants of 'Joint modeling of survival and longitudinal non-survival data: current methods and issues. Report of the DIA Bayesian joint modelling working group'. Statistics in Medicine 2015;34(14):2202-2203. View →
    Cite
    @article{gould2015,
      author  = {Gould, A. L. and Boye, M. E. and Crowther, M. J. and Ibrahim, J. G. and Quartey, G. and Micallef, S. and Bois, F. Y.},
      title   = {{Responses to discussants of 'Joint modeling of survival and longitudinal non-survival data: current methods and issues. Report of the DIA Bayesian joint modelling working group'}},
      journal = {Statistics in Medicine},
      year    = {2015},
      volume  = {34},
      number  = {14},
      pages   = {2202--2203},
      doi     = {10.1002/sim.6502}
    }
    
    TY  - JOUR
    AU  - Gould, A. L.
    AU  - Boye, M. E.
    AU  - Crowther, M. J.
    AU  - Ibrahim, J. G.
    AU  - Quartey, G.
    AU  - Micallef, S.
    AU  - Bois, F. Y.
    TI  - Responses to discussants of 'Joint modeling of survival and longitudinal non-survival data: current methods and issues. Report of the DIA Bayesian joint modelling working group'
    JO  - Statistics in Medicine
    PY  - 2015
    VL  - 34
    IS  - 14
    SP  - 2202
    EP  - 2203
    DO  - 10.1002/sim.6502
    UR  - https://doi.org/10.1002/sim.6502
    ER  - 
    
  5. Gould AL, Boye ME, Crowther MJ, Ibrahim JG, Quartey G, Micallef S, Bois FY. Joint modelling of survival and longitudinal non-survival data: current methods and issues. Report of the DIA Bayesian joint modelling working group. Statistics in Medicine 2015;34(14):2181-2195. View →
    Cite
    @article{gould2015b,
      author  = {Gould, A. L. and Boye, M. E. and Crowther, M. J. and Ibrahim, J. G. and Quartey, G. and Micallef, S. and Bois, F. Y.},
      title   = {{Joint modelling of survival and longitudinal non-survival data: current methods and issues. Report of the DIA Bayesian joint modelling working group}},
      journal = {Statistics in Medicine},
      year    = {2015},
      volume  = {34},
      number  = {14},
      pages   = {2181--2195},
      doi     = {10.1002/sim.6141}
    }
    
    TY  - JOUR
    AU  - Gould, A. L.
    AU  - Boye, M. E.
    AU  - Crowther, M. J.
    AU  - Ibrahim, J. G.
    AU  - Quartey, G.
    AU  - Micallef, S.
    AU  - Bois, F. Y.
    TI  - Joint modelling of survival and longitudinal non-survival data: current methods and issues. Report of the DIA Bayesian joint modelling working group
    JO  - Statistics in Medicine
    PY  - 2015
    VL  - 34
    IS  - 14
    SP  - 2181
    EP  - 2195
    DO  - 10.1002/sim.6141
    UR  - https://doi.org/10.1002/sim.6141
    ER  - 
    
  6. Rutherford MJ, Crowther MJ, Lambert PC. The use of restricted cubic splines to approximate complex hazard functions in the analysis of time-to-event data: a simulation study. Journal of Statistical Computation and Simulation 2015;85(4)777-793. View →
    Cite
    @article{rutherford2015,
      author  = {Rutherford, M. J. and Crowther, M. J. and Lambert, P. C.},
      title   = {{The use of restricted cubic splines to approximate complex hazard functions in the analysis of time-to-event data: a simulation study}},
      journal = {Journal of Statistical Computation and Simulation},
      year    = {2015},
      doi     = {10.1080/00949655.2013.845890}
    }
    
    TY  - JOUR
    AU  - Rutherford, M. J.
    AU  - Crowther, M. J.
    AU  - Lambert, P. C.
    TI  - The use of restricted cubic splines to approximate complex hazard functions in the analysis of time-to-event data: a simulation study
    JO  - Journal of Statistical Computation and Simulation
    PY  - 2015
    DO  - 10.1080/00949655.2013.845890
    UR  - https://doi.org/10.1080/00949655.2013.845890
    ER  - 
    

2014

  1. Crowther MJ, Lambert PC. A general framework for parametric survival analysis. Statistics in Medicine 2014;33(30):5280-5297. View → merlin →
    Cite
    @article{crowther2014,
      author  = {Crowther, M. J. and Lambert, P. C.},
      title   = {{A general framework for parametric survival analysis}},
      journal = {Statistics in Medicine},
      year    = {2014},
      volume  = {33},
      number  = {30},
      pages   = {5280--5297},
      doi     = {10.1002/sim.6300}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Lambert, P. C.
    TI  - A general framework for parametric survival analysis
    JO  - Statistics in Medicine
    PY  - 2014
    VL  - 33
    IS  - 30
    SP  - 5280
    EP  - 5297
    DO  - 10.1002/sim.6300
    UR  - https://doi.org/10.1002/sim.6300
    ER  - 
    
  2. Crowther MJ, Look MP, Riley RD. Multilevel mixed effects parametric survival models using adaptive Gauss-Hermite quadrature with application to recurrent events and individual participant data meta-analysis. Statistics in Medicine 2014;33(22):3844-3858. View →
    Cite
    @article{crowther2014b,
      author  = {Crowther, M. J. and Look, M. P. and Riley, R. D.},
      title   = {{Multilevel mixed effects parametric survival models using adaptive Gauss-Hermite quadrature with application to recurrent events and individual participant data meta-analysis}},
      journal = {Statistics in Medicine},
      year    = {2014},
      volume  = {33},
      number  = {22},
      pages   = {3844--3858},
      doi     = {10.1002/sim.6191}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Look, M. P.
    AU  - Riley, R. D.
    TI  - Multilevel mixed effects parametric survival models using adaptive Gauss-Hermite quadrature with application to recurrent events and individual participant data meta-analysis
    JO  - Statistics in Medicine
    PY  - 2014
    VL  - 33
    IS  - 22
    SP  - 3844
    EP  - 3858
    DO  - 10.1002/sim.6191
    UR  - https://doi.org/10.1002/sim.6191
    ER  - 
    
  3. Latimer NR, Abrams KR, Lambert PC, Crowther MJ, Wailoo AJ, Morden JP, Akehurst RL, Campbell MJ. Adjusting survival time estimates to account for treatment switching in randomised controlled trials – an economic evaluation context: Methods, limitations and recommendations. Medical Decision Making 2014;34(3):387-402. View →
    Cite
    @article{latimer2014,
      author  = {Latimer, N. R. and Abrams, K. R. and Lambert, P. C. and Crowther, M. J. and Wailoo, A. J. and Morden, J. P. and Akehurst, R. L. and Campbell, M. J.},
      title   = {{Adjusting survival time estimates to account for treatment switching in randomised controlled trials -- an economic evaluation context: Methods, limitations and recommendations}},
      journal = {Medical Decision Making},
      year    = {2014},
      volume  = {34},
      number  = {3},
      pages   = {387--402},
      doi     = {10.1177/0272989x13520192}
    }
    
    TY  - JOUR
    AU  - Latimer, N. R.
    AU  - Abrams, K. R.
    AU  - Lambert, P. C.
    AU  - Crowther, M. J.
    AU  - Wailoo, A. J.
    AU  - Morden, J. P.
    AU  - Akehurst, R. L.
    AU  - Campbell, M. J.
    TI  - Adjusting survival time estimates to account for treatment switching in randomised controlled trials – an economic evaluation context: Methods, limitations and recommendations
    JO  - Medical Decision Making
    PY  - 2014
    VL  - 34
    IS  - 3
    SP  - 387
    EP  - 402
    DO  - 10.1177/0272989x13520192
    UR  - https://doi.org/10.1177/0272989x13520192
    ER  - 
    

2013

  1. Crowther MJ, Lambert PC, Abrams KR. Adjusting for measurement error in baseline prognostic biomarkers included in a time-to-event analysis: A joint modelling approach. BMC Medical Research Methodology 2013;13:146. View →
    Cite
    @article{crowther2013,
      author  = {Crowther, M. J. and Lambert, P. C. and Abrams, K. R.},
      title   = {{Adjusting for measurement error in baseline prognostic biomarkers included in a time-to-event analysis: A joint modelling approach}},
      journal = {BMC Medical Research Methodology},
      year    = {2013},
      volume  = {13},
      pages   = {146},
      doi     = {10.1186/1471-2288-13-146}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Lambert, P. C.
    AU  - Abrams, K. R.
    TI  - Adjusting for measurement error in baseline prognostic biomarkers included in a time-to-event analysis: A joint modelling approach
    JO  - BMC Medical Research Methodology
    PY  - 2013
    VL  - 13
    SP  - 146
    DO  - 10.1186/1471-2288-13-146
    UR  - https://doi.org/10.1186/1471-2288-13-146
    ER  - 
    
  2. Crowther MJ, Lambert PC. Simulating biologically plausible complex survival data. Statistics in Medicine 2013;32(23):4118-4134. View → survsim →
    Cite
    @article{crowther2013b,
      author  = {Crowther, M. J. and Lambert, P. C.},
      title   = {{Simulating biologically plausible complex survival data}},
      journal = {Statistics in Medicine},
      year    = {2013},
      volume  = {32},
      number  = {23},
      pages   = {4118--4134},
      doi     = {10.1002/sim.5823}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Lambert, P. C.
    TI  - Simulating biologically plausible complex survival data
    JO  - Statistics in Medicine
    PY  - 2013
    VL  - 32
    IS  - 23
    SP  - 4118
    EP  - 4134
    DO  - 10.1002/sim.5823
    UR  - https://doi.org/10.1002/sim.5823
    ER  - 
    
  3. Crowther MJ, Lambert PC. stgenreg: A Stata package for general parametric survival analysis. Journal of Statistical Software 2013;53(12). View →
    Cite
    @article{crowther2013c,
      author  = {Crowther, M. J. and Lambert, P. C.},
      title   = {{stgenreg: A Stata package for general parametric survival analysis}},
      journal = {Journal of Statistical Software},
      year    = {2013},
      volume  = {53},
      number  = {12},
      doi     = {10.18637/jss.v053.i12}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Lambert, P. C.
    TI  - stgenreg: A Stata package for general parametric survival analysis
    JO  - Journal of Statistical Software
    PY  - 2013
    VL  - 53
    IS  - 12
    DO  - 10.18637/jss.v053.i12
    UR  - https://doi.org/10.18637/jss.v053.i12
    ER  - 
    
  4. Crowther MJ, Hinchliffe SR, Donald A, Sutton AJ. Simulation-based sample size calculations for designing new clinical trials and diagnostic test accuracy studies to update an existing meta-analysis. The Stata Journal 2013;13(3):451-473. View →
    Cite
    @article{crowther2013d,
      author  = {Crowther, M. J. and Hinchliffe, S. R. and Donald, A. and Sutton, A. J.},
      title   = {{Simulation-based sample size calculations for designing new clinical trials and diagnostic test accuracy studies to update an existing meta-analysis}},
      journal = {The Stata Journal},
      year    = {2013},
      volume  = {13},
      number  = {3},
      pages   = {451--473},
      doi     = {10.1177/1536867x1301300302}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Hinchliffe, S. R.
    AU  - Donald, A.
    AU  - Sutton, A. J.
    TI  - Simulation-based sample size calculations for designing new clinical trials and diagnostic test accuracy studies to update an existing meta-analysis
    JO  - The Stata Journal
    PY  - 2013
    VL  - 13
    IS  - 3
    SP  - 451
    EP  - 473
    DO  - 10.1177/1536867x1301300302
    UR  - https://doi.org/10.1177/1536867x1301300302
    ER  - 
    
  5. Hinchliffe SR, Crowther MJ, Phillips RS, Sutton AJ. Using meta-analysis to inform the design of subsequent studies of diagnostic test accuracy. Research Synthesis Methods 2013;4(2):156-168. View →
    Cite
    @article{hinchliffe2013,
      author  = {Hinchliffe, S. R. and Crowther, M. J. and Phillips, R. S. and Sutton, A. J.},
      title   = {{Using meta-analysis to inform the design of subsequent studies of diagnostic test accuracy}},
      journal = {Research Synthesis Methods},
      year    = {2013},
      volume  = {4},
      number  = {2},
      pages   = {156--168},
      doi     = {10.1002/jrsm.1066}
    }
    
    TY  - JOUR
    AU  - Hinchliffe, S. R.
    AU  - Crowther, M. J.
    AU  - Phillips, R. S.
    AU  - Sutton, A. J.
    TI  - Using meta-analysis to inform the design of subsequent studies of diagnostic test accuracy
    JO  - Research Synthesis Methods
    PY  - 2013
    VL  - 4
    IS  - 2
    SP  - 156
    EP  - 168
    DO  - 10.1002/jrsm.1066
    UR  - https://doi.org/10.1002/jrsm.1066
    ER  - 
    
  6. Crowther MJ, Abrams KR, Lambert PC. Joint modeling of longitudinal and survival data. The Stata Journal 2013;13(1):165-184. View →
    Cite
    @article{crowther2013e,
      author  = {Crowther, M. J. and Abrams, K. R. and Lambert, P. C.},
      title   = {{Joint modeling of longitudinal and survival data}},
      journal = {The Stata Journal},
      year    = {2013},
      volume  = {13},
      number  = {1},
      pages   = {165--184},
      doi     = {10.1177/1536867x1301300112}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Abrams, K. R.
    AU  - Lambert, P. C.
    TI  - Joint modeling of longitudinal and survival data
    JO  - The Stata Journal
    PY  - 2013
    VL  - 13
    IS  - 1
    SP  - 165
    EP  - 184
    DO  - 10.1177/1536867x1301300112
    UR  - https://doi.org/10.1177/1536867x1301300112
    ER  - 
    

2012

  1. Crowther MJ, Abrams KR, Lambert PC. Flexible parametric joint modelling of longitudinal and survival data. Statistics in Medicine 2012;31(30):4456-4471. View →
    Cite
    @article{crowther2012,
      author  = {Crowther, M. J. and Abrams, K. R. and Lambert, P. C.},
      title   = {{Flexible parametric joint modelling of longitudinal and survival data}},
      journal = {Statistics in Medicine},
      year    = {2012},
      volume  = {31},
      number  = {30},
      pages   = {4456--4471},
      doi     = {10.1002/sim.5644}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Abrams, K. R.
    AU  - Lambert, P. C.
    TI  - Flexible parametric joint modelling of longitudinal and survival data
    JO  - Statistics in Medicine
    PY  - 2012
    VL  - 31
    IS  - 30
    SP  - 4456
    EP  - 4471
    DO  - 10.1002/sim.5644
    UR  - https://doi.org/10.1002/sim.5644
    ER  - 
    
  2. Ferreira ML, Herbert RD, Crowther MJ, Verhagen A, Sutton AJ. When is a further clinical trial justified? British Medical Journal 2012;345:e5913. View →
    Cite
    @article{ferreira2012,
      author  = {Ferreira, M. L. and Herbert, R. D. and Crowther, M. J. and Verhagen, A. and Sutton, A. J.},
      title   = {{When is a further clinical trial justified?}},
      journal = {British Medical Journal},
      year    = {2012},
      volume  = {345},
      pages   = {e5913},
      doi     = {10.1136/bmj.e5913}
    }
    
    TY  - JOUR
    AU  - Ferreira, M. L.
    AU  - Herbert, R. D.
    AU  - Crowther, M. J.
    AU  - Verhagen, A.
    AU  - Sutton, A. J.
    TI  - When is a further clinical trial justified?
    JO  - British Medical Journal
    PY  - 2012
    VL  - 345
    SP  - e5913
    DO  - 10.1136/bmj.e5913
    UR  - https://doi.org/10.1136/bmj.e5913
    ER  - 
    
  3. Crowther MJ, Lambert PC. Simulating complex survival data. The Stata Journal 2012;12(4):674-687. View →
    Cite
    @article{crowther2012b,
      author  = {Crowther, M. J. and Lambert, P. C.},
      title   = {{Simulating complex survival data}},
      journal = {The Stata Journal},
      year    = {2012},
      volume  = {12},
      number  = {4},
      pages   = {674--687},
      doi     = {10.1177/1536867x1201200407}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Lambert, P. C.
    TI  - Simulating complex survival data
    JO  - The Stata Journal
    PY  - 2012
    VL  - 12
    IS  - 4
    SP  - 674
    EP  - 687
    DO  - 10.1177/1536867x1201200407
    UR  - https://doi.org/10.1177/1536867x1201200407
    ER  - 
    
  4. Hinchliffe SR, Rutherford MJ, Crowther MJ, Nelson CP, Lambert PC. Should relative survival be used in the analysis of lung cancer data? British Journal of Cancer 2012;106:1854-1859. View →
    Cite
    @article{hinchliffe2012,
      author  = {Hinchliffe, S. R. and Rutherford, M. J. and Crowther, M. J. and Nelson, C. P. and Lambert, P. C.},
      title   = {{Should relative survival be used in the analysis of lung cancer data?}},
      journal = {British Journal of Cancer},
      year    = {2012},
      volume  = {106},
      pages   = {1854--1859},
      doi     = {10.1038/bjc.2012.182}
    }
    
    TY  - JOUR
    AU  - Hinchliffe, S. R.
    AU  - Rutherford, M. J.
    AU  - Crowther, M. J.
    AU  - Nelson, C. P.
    AU  - Lambert, P. C.
    TI  - Should relative survival be used in the analysis of lung cancer data?
    JO  - British Journal of Cancer
    PY  - 2012
    VL  - 106
    SP  - 1854
    EP  - 1859
    DO  - 10.1038/bjc.2012.182
    UR  - https://doi.org/10.1038/bjc.2012.182
    ER  - 
    
  5. Crowther MJ, Riley RD, Staessen JA, Wang J, Gueyffier F, Lambert PC. Individual patient data meta-analysis of survival data using Poisson regression models. BMC Medical Research Methodology 2012;12:34. View →
    Cite
    @article{crowther2012c,
      author  = {Crowther, M. J. and Riley, R. D. and Staessen, J. A. and Wang, J. and Gueyffier, F. and Lambert, P. C.},
      title   = {{Individual patient data meta-analysis of survival data using Poisson regression models}},
      journal = {BMC Medical Research Methodology},
      year    = {2012},
      volume  = {12},
      pages   = {34},
      doi     = {10.1186/1471-2288-12-34}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Riley, R. D.
    AU  - Staessen, J. A.
    AU  - Wang, J.
    AU  - Gueyffier, F.
    AU  - Lambert, P. C.
    TI  - Individual patient data meta-analysis of survival data using Poisson regression models
    JO  - BMC Medical Research Methodology
    PY  - 2012
    VL  - 12
    SP  - 34
    DO  - 10.1186/1471-2288-12-34
    UR  - https://doi.org/10.1186/1471-2288-12-34
    ER  - 
    
  6. Crowther MJ, Langan D, Sutton AJ. Graphical augmentations to the funnel plot to assess the impact of a new study on an existing meta-analysis. The Stata Journal 2012;12(4):605-622. View →
    Cite
    @article{crowther2012d,
      author  = {Crowther, M. J. and Langan, D. and Sutton, A. J.},
      title   = {{Graphical augmentations to the funnel plot to assess the impact of a new study on an existing meta-analysis}},
      journal = {The Stata Journal},
      year    = {2012},
      volume  = {12},
      number  = {4},
      pages   = {605--622},
      doi     = {10.1177/1536867x1201200403}
    }
    
    TY  - JOUR
    AU  - Crowther, M. J.
    AU  - Langan, D.
    AU  - Sutton, A. J.
    TI  - Graphical augmentations to the funnel plot to assess the impact of a new study on an existing meta-analysis
    JO  - The Stata Journal
    PY  - 2012
    VL  - 12
    IS  - 4
    SP  - 605
    EP  - 622
    DO  - 10.1177/1536867x1201200403
    UR  - https://doi.org/10.1177/1536867x1201200403
    ER  - 
    
  7. Ara R, Blake L, Gray L, Hernandez M, Crowther MJ, et al. What is the clinical and cost-effectiveness of using drugs in treating obese patients in primary care? A systematic review. Health Technology Assessment 2012;16(5). View →
    Cite
    @article{ara2012,
      author  = {Ara, R. and Blake, L. and Gray, L. and Hernandez, M. and Crowther, M. J. and others},
      title   = {{What is the clinical and cost-effectiveness of using drugs in treating obese patients in primary care? A systematic review}},
      journal = {Health Technology Assessment},
      year    = {2012},
      volume  = {16},
      number  = {5},
      doi     = {10.3310/hta16050}
    }
    
    TY  - JOUR
    AU  - Ara, R.
    AU  - Blake, L.
    AU  - Gray, L.
    AU  - Hernandez, M.
    AU  - Crowther, M. J.
    TI  - What is the clinical and cost-effectiveness of using drugs in treating obese patients in primary care? A systematic review
    JO  - Health Technology Assessment
    PY  - 2012
    VL  - 16
    IS  - 5
    DO  - 10.3310/hta16050
    UR  - https://doi.org/10.3310/hta16050
    ER  - 
    

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