Literature DB >> 21717489

The impact of selection bias on test decisions in randomized clinical trials.

Lieven Nils Kennes1, Erhard Cramer, Ralf-Dieter Hilgers, Nicole Heussen.   

Abstract

Selection bias affects the evaluation of clinical trials, for example, by elevating type I error rate. We investigated the effect of selection bias on type I error rate considering permuted block randomization. We also considered stratified randomization in general and for the special case of multicenter clinical trials, where we incorporated preferences of the investigator in our approach. Finally, the effect of underrunning is modeled, that is, where the randomization list exceeds the actual number of patients taking part in the trial. For all situations, we illustrate and discuss the impact of selection bias on type I error rate.
Copyright © 2011 John Wiley & Sons, Ltd.

Entities:  

Mesh:

Year:  2011        PMID: 21717489     DOI: 10.1002/sim.4279

Source DB:  PubMed          Journal:  Stat Med        ISSN: 0277-6715            Impact factor:   2.373


  12 in total

1.  Implementing Optimal Designs for Dose-Response Studies Through Adaptive Randomization for a Small Population Group.

Authors:  Yevgen Ryeznik; Oleksandr Sverdlov; Andrew C Hooker
Journal:  AAPS J       Date:  2018-07-19       Impact factor: 4.009

Review 2.  Risk of selection bias in randomised trials.

Authors:  Brennan C Kahan; Sunita Rehal; Suzie Cro
Journal:  Trials       Date:  2015-09-10       Impact factor: 2.279

3.  Directions for new developments on statistical design and analysis of small population group trials.

Authors:  Ralf-Dieter Hilgers; Kit Roes; Nigel Stallard
Journal:  Orphanet J Rare Dis       Date:  2016-06-14       Impact factor: 4.123

4.  ERDO - a framework to select an appropriate randomization procedure for clinical trials.

Authors:  Ralf-Dieter Hilgers; Diane Uschner; William F Rosenberger; Nicole Heussen
Journal:  BMC Med Res Methodol       Date:  2017-12-04       Impact factor: 4.615

5.  Assessing the impact of selection bias on test decisions in trials with a time-to-event outcome.

Authors:  Marcia Viviane Rückbeil; Ralf-Dieter Hilgers; Nicole Heussen
Journal:  Stat Med       Date:  2017-04-17       Impact factor: 2.373

6.  Mechanisms and direction of allocation bias in randomised clinical trials.

Authors:  Asger Paludan-Müller; David Ruben Teindl Laursen; Asbjørn Hróbjartsson
Journal:  BMC Med Res Methodol       Date:  2016-10-07       Impact factor: 4.615

Review 7.  Reporting and analysis of trials using stratified randomisation in leading medical journals: review and reanalysis.

Authors:  Brennan C Kahan; Tim P Morris
Journal:  BMJ       Date:  2012-09-14

8.  The impact of selection bias in randomized multi-arm parallel group clinical trials.

Authors:  Diane Uschner; Ralf-Dieter Hilgers; Nicole Heussen
Journal:  PLoS One       Date:  2018-01-31       Impact factor: 3.240

Review 9.  Methodological Aspects in Studies Based on Clinical Routine Data.

Authors:  Lieven Nils Kennes
Journal:  Adv Ther       Date:  2017-09-12       Impact factor: 3.845

Review 10.  Lessons learned from IDeAl - 33 recommendations from the IDeAl-net about design and analysis of small population clinical trials.

Authors:  Ralf-Dieter Hilgers; Malgorzata Bogdan; Carl-Fredrik Burman; Holger Dette; Mats Karlsson; Franz König; Christoph Male; France Mentré; Geert Molenberghs; Stephen Senn
Journal:  Orphanet J Rare Dis       Date:  2018-05-11       Impact factor: 4.123

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.