Multipopulation Tailoring Clinical Trials: Design, Analysis, and Inference Considerations

被引:3
|
作者
Millen, Brian A. [1 ]
Dmitrienko, Alex [2 ]
Mandrekar, Sumithra J. [3 ]
Zhang, Zongjun [1 ]
Williams, Dominique [1 ]
机构
[1] Eli Lilly & Co, Lilly Res Labs, Indianapolis, IN 46285 USA
[2] Quintiles, Durham, NC USA
[3] Mayo Clin, Rochester, MN USA
关键词
subgroup analysis; tailored therapeutics; familywise error rate; influence condition; interaction condition; PRESPECIFIED SUBGROUP; BIOMARKER; TRASTUZUMAB; SIGNATURE;
D O I
10.1177/2168479013519630
中图分类号
R-058 [];
学科分类号
摘要
Several recent publications have focused on statistical considerations that arise in multipopulation tailoring clinical trials that evaluate treatment effect in an overall patient population as well as one or more predefined subpopulations. This paper presents a decision-making framework applicable to these trials and evaluates the operating characteristics of this framework versus one based solely on the results of primary hypothesis tests. The operating characteristics are presented as rates of applicable errors, known as influence errors and interaction errors.
引用
收藏
页码:453 / 462
页数:10
相关论文
共 50 条
  • [1] Multipopulation Tailoring Clinical Trials: Design, Analysis, and Inference Considerations
    Brian A. Millen
    Alex Dmitrienko
    Sumithra J. Mandrekar
    Zongjun Zhang
    Dominique Williams
    [J]. Therapeutic Innovation & Regulatory Science, 2014, 48 : 453 - 462
  • [2] BAYESIAN ASSESSMENT OF THE INFLUENCE AND INTERACTION CONDITIONS IN MULTIPOPULATION TAILORING CLINICAL TRIALS
    Millen, Brian A.
    Dmitrienko, Alex
    Song, Guochen
    [J]. JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2014, 24 (01) : 94 - 109
  • [3] A Statistical Framework for Decision Making in Confirmatory Multipopulation Tailoring Clinical Trials
    Millen, Brian A.
    Dmitrienko, Alex
    Ruberg, Stephen
    Shen, Lei
    [J]. DRUG INFORMATION JOURNAL, 2012, 46 (06): : 647 - 656
  • [4] A Statistical Framework for Decision Making in Confirmatory Multipopulation Tailoring Clinical Trials
    Brian A. Millen
    Alex Dmitrienko
    Stephen Ruberg
    Lei Shen
    [J]. Drug information journal : DIJ / Drug Information Association, 2012, 46 : 647 - 656
  • [5] Multiplicity considerations in the design and analysis of clinical trials
    Cook, RJ
    Farewell, VT
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 1996, 159 : 93 - 110
  • [6] Design and Analysis Considerations in Clinical Trials With a Sensitive Subpopulation
    Zhao, Yan D.
    Dmitrienko, Alex
    Tamura, Roy
    [J]. STATISTICS IN BIOPHARMACEUTICAL RESEARCH, 2010, 2 (01): : 72 - 83
  • [8] Design and analysis considerations for first treatment escalation in clinical trials
    Wei, Wei
    Dougados, Maxime
    Bernasconi, Corrado
    [J]. CONTEMPORARY CLINICAL TRIALS, 2021, 104
  • [9] STATISTICAL CONSIDERATIONS ON DESIGN AND ANALYSIS OF BRIDGING AND MULTIREGIONAL CLINICAL TRIALS
    Tsong, Yi
    [J]. JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2012, 22 (05) : 1078 - 1080
  • [10] CLINICAL CONSIDERATIONS IN THE DESIGN OF CLINICAL-TRIALS
    CARTER, SK
    [J]. CANCER TREATMENT REPORTS, 1980, 64 (2-3): : 367 - 371