The prevention and treatment of missing data in clinical trials

…, Panel on Handling Missing Data in Clinical Trials - 2010 - books.google.com
… principles and specific methods for handling missing data in clinical trials. Our goal is to …
of uncertainty in randomized clinical trials.1 THREE KINDS OF TRIALS AS CASE STUDIES …

[HTML][HTML] Strategies for dealing with missing data in clinical trials: from design to analysis

JD Dziura, LA Post, Q Zhao, Z Fu… - The Yale journal of …, 2013 - ncbi.nlm.nih.gov
clinical trials, this review is a non-technical overview of the consequences of missing data
and … approaches to the entire research process. Examples of bias from incorrect analysis with …

Handling missing data in clinical trials: an overview

WR Myers - Drug information journal: DIJ/Drug Information …, 2000 - Springer
… the analysis of clinical trials is missing data caused by patients dropping out of the study
before … the overall statistical power of the study. This paper discusses some basic issues about …

[HTML][HTML] Handling missing data in clinical research

MW Heymans, JWR Twisk - Journal of clinical epidemiology, 2022 - Elsevier
… Because missing data are present in almost every study, it is important to handle missing
data properly. First of all, the missing data mechanism should be considered. …

An overview of practical approaches for handling missing data in clinical trials

CM DeSouza, ATR Legedza… - Journal of …, 2009 - Taylor & Francis
… analysis strategies to handle missing data. The selection of … of the underlying reasons for
missing data and the graphical … approaches for dealing with missing data in clinical trials under …

When and how should multiple imputation be used for handling missing data in randomised clinical trials–a practical guide with flowcharts

JC Jakobsen, C Gluud, J Wetterslev… - BMC medical research …, 2017 - Springer
… results of randomised clinical trials, we here present a practical guide with flowcharts on how
to deal with missing data when analysing results of randomised clinical trials. We divide our …

Problems in dealing with missing data and informative censoring in clinical trials

WJ Shih - Current controlled trials in cardiovascular medicine, 2002 - Springer
Missing data cause the usual statistical analysis of complete or all available data to be
subject to bias. There are no universally applicable methods for handling missing data. We …

Review of guidelines and literature for handling missing data in longitudinal clinical trials with a case study

M Liu, L Wei, J Zhang - … : The Journal of Applied Statistics in the …, 2006 - Wiley Online Library
… JMM as our primary strategy to handle missing data in our clinical program because of the
… to handle missing data in this study since the majority of missing data occurred due to lack of

Missing data handling methods in medical device clinical trials

X Yan, S Lee, N Li - Journal of Biopharmaceutical Statistics, 2009 - Taylor & Francis
… for handling missing data to evaluate the robustness of study results. This article discusses
methods used to handle missing data in medical device clinical trials, … of missing data impact. …

Addressing missing data in clinical trials

TR Fleming - Annals of internal medicine, 2011 - acpjournals.org
… from clinical trials can be substantially reduced by missing data. … sizes or simplistic methods
for handling missing data, including last-… approach to addressing missing data is to prevent it. …