Multi-state models

被引:4
|
作者
Andersen, PK [1 ]
机构
[1] Univ Copenhagen, Dept Biostat, Copenhagen, Denmark
关键词
D O I
10.1191/0962280202sm275ed
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
An introduction to event history analysis via multi-state models is given. Examples include the two-state model for survival analysis, the competing risks and illness-death models, and models for bone marrow transplantation. Statistical model specification via transition intensities and likelihood inference is introduced. Consequences of observational patterns are discussed, and a real example concerning mortality and bleeding episodes in a liver cirrhosis trial is discussed.
引用
收藏
页码:89 / 90
页数:2
相关论文
共 50 条
  • [31] General tests of the Markov property in multi-state models
    Titman, Andrew C.
    Putter, Hein
    BIOSTATISTICS, 2022, 23 (02) : 380 - 396
  • [32] Multi-State Inter-Satellite Channel Models
    Guven, Eray
    Ben Yahia, Olfa
    Karabulut-Kurt, Gunes
    2023 INTERNATIONAL BALKAN CONFERENCE ON COMMUNICATIONS AND NETWORKING, BALKANCOM, 2023,
  • [33] Multi-state models for bone marrow transplantation studies
    Klein, JP
    Shu, YY
    STATISTICAL METHODS IN MEDICAL RESEARCH, 2002, 11 (02) : 117 - 139
  • [34] Incorporation of nested frailties into semiparametric multi-state models
    Rotolo, Federico
    Rondeau, Virginie
    Legrand, Catherine
    STATISTICS IN MEDICINE, 2016, 35 (04) : 609 - 621
  • [35] Application of multi-state models in cancer clinical trials
    Le-Rademacher, Jennifer G.
    Peterson, Ryan A.
    Therneau, Terry M.
    Sanford, Ben L.
    Stone, Richard M.
    Mandrekar, Sumithra J.
    CLINICAL TRIALS, 2018, 15 (05) : 489 - 498
  • [36] Multi-state succession in wetlands: a novel use of state and transition models
    Zweig, C. L.
    Kitchens, W. M.
    ECOLOGY, 2009, 90 (07) : 1900 - 1909
  • [37] Multi-State Models - A Complimentary Approach to Group Based Trajectory Models
    Winn, Aaron N.
    Dusetzina, Stacie B.
    PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2016, 25 : 476 - 477
  • [38] Prediction errors for state occupation and transition probabilities in multi-state models
    Spitoni, Cristian
    Lammens, Violette
    Putter, Hein
    BIOMETRICAL JOURNAL, 2018, 60 (01) : 34 - 48
  • [39] Composite importance measures for multi-state systems with multi-state components
    Ramirez-Marquez, JE
    Coit, DW
    IEEE TRANSACTIONS ON RELIABILITY, 2005, 54 (03) : 517 - 529
  • [40] Optimization of Multi-State Elements Replacement Policy for Multi-State Systems
    Liu, Yu
    Huang, Hong-Zhong
    ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM, 2010 PROCEEDINGS, 2010,