The Many Flavors of Model-Based Meta-Analysis: Part I-Introduction and Landmark Data

被引:31
作者
Boucher, M. [1 ]
Bennetts, M. [1 ]
机构
[1] Pfizer Ltd, Pharmacometr, Sandwich, Kent, England
来源
CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY | 2016年 / 5卷 / 02期
关键词
D O I
10.1002/psp4.12041
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Meta-analysis is an increasingly important aspect of drug development as companies look to benchmark their own compounds with the competition. There is scope to carry out a wide range of analyses addressing key research questions from preclinical through to postregistration. This set of tutorials will take the reader through key model-based meta-analysis (MBMA) methods with this first installment providing a general introduction before concentrating on classical and Bayesian methods for landmark data.
引用
收藏
页码:54 / 64
页数:11
相关论文
共 56 条
  • [1] Beal S, 2009, NONMEM USERS GUIDES
  • [2] OPERATING CHARACTERISTICS OF A BANK CORRELATION TEST FOR PUBLICATION BIAS
    BEGG, CB
    MAZUMDAR, M
    [J]. BIOMETRICS, 1994, 50 (04) : 1088 - 1101
  • [3] Bellamy N., 1995, WOMAC OSTEOARTHRITIS
  • [4] Individual patient- versus group-level data meta-regressions for the investigation of treatment effect modifiers: ecological bias rears its ugly head
    Berlin, JA
    Santanna, J
    Schmid, CH
    Szczech, LA
    Feldman, HI
    [J]. STATISTICS IN MEDICINE, 2002, 21 (03) : 371 - 387
  • [5] Formulating questions and locating primary studies for inclusion in systematic reviews
    Counsell, C
    [J]. ANNALS OF INTERNAL MEDICINE, 1997, 127 (05) : 380 - 387
  • [6] Issues in the selection of a summary statistic for meta-analysis of clinical trials with binary outcomes
    Deeks, JJ
    [J]. STATISTICS IN MEDICINE, 2002, 21 (11) : 1575 - 1600
  • [7] Longitudinal Model-Based Meta-Analysis in Rheumatoid Arthritis: An Application Toward Model-Based Drug Development
    Demin, I.
    Hamren, B.
    Luttringer, O.
    Pillai, G.
    Jung, T.
    [J]. CLINICAL PHARMACOLOGY & THERAPEUTICS, 2012, 92 (03) : 352 - 359
  • [8] Evidence Synthesis for Decision Making 2: A Generalized Linear Modeling Framework for Pairwise and Network Meta-analysis of Randomized Controlled Trials
    Dias, Sofia
    Sutton, Alex J.
    Ades, A. E.
    Welton, Nicky J.
    [J]. MEDICAL DECISION MAKING, 2013, 33 (05) : 607 - 617
  • [9] Bias in meta-analysis detected by a simple, graphical test
    Egger, M
    Smith, GD
    Schneider, M
    Minder, C
    [J]. BMJ-BRITISH MEDICAL JOURNAL, 1997, 315 (7109): : 629 - 634
  • [10] An evaluation of homogeneity tests in meta-analyses in pain using simulations of individual patient data
    Gavaghan, DJ
    Moore, RA
    McQuay, HJ
    [J]. PAIN, 2000, 85 (03) : 415 - 424