Issues in the selection of a summary statistic for meta‐analysis of clinical trials with binary outcomes
JJ Deeks - Statistics in medicine, 2002 - Wiley Online Library
Meta‐analysis of binary data involves the computation of a weighted average of summary
statistics calculated for each trial. The selection of the appropriate summary statistic is a …
statistics calculated for each trial. The selection of the appropriate summary statistic is a …
Systematic review of methods for individual patient data meta-analysis with binary outcomes
D Thomas, S Radji, A Benedetti - BMC medical research methodology, 2014 - Springer
… the use of binary outcomes in assessing the effects of health care problems has increased,
with random effects logistic regression the most common method of analysis. Methods are …
with random effects logistic regression the most common method of analysis. Methods are …
A comparison of methods for meta‐analysis of a small number of studies with binary outcomes
T Mathes, O Kuss - Research synthesis methods, 2018 - Wiley Online Library
… meta‐analyses to best mirror real‐life situations. We show that valid methods for meta‐analysis …
In random effects situations, the beta‐binominal model performed best for meta‐analysis …
In random effects situations, the beta‐binominal model performed best for meta‐analysis …
A multilevel model framework for meta‐analysis of clinical trials with binary outcomes
… analysis tool for hierarchical data [16]. In this paper we put existing methods for meta-analysis
of two-arm clinical trials with binary outcomes … At present, the majority of meta-analyses are …
of two-arm clinical trials with binary outcomes … At present, the majority of meta-analyses are …
Quantifying heterogeneity in individual participant data meta-analysis with binary outcomes
B Chen, A Benedetti - Systematic reviews, 2017 - Springer
… A review of statistical methods used in IPD-MA of binary outcomes found that most do not …
quantifying heterogeneity in IPD-MA of binary outcomes analyzed via the one-stage approach. …
quantifying heterogeneity in IPD-MA of binary outcomes analyzed via the one-stage approach. …
A method for the meta‐analysis of mutually exclusive binary outcomes
TA Trikalinos, I Olkin - Statistics in Medicine, 2008 - Wiley Online Library
… meta-analyses, and also by taking the between-outcome correlation into account. We argue
… mutually exclusive outcomes in the meta-analyses of binary data are optimally analyzed in …
… mutually exclusive outcomes in the meta-analyses of binary data are optimally analyzed in …
Meta‐analysis of a binary outcome using individual participant data and aggregate data
RD Riley, EW Steyerberg - Research Synthesis Methods, 2010 - Wiley Online Library
… In this paper, we develop meta-analysis models that synthesize a binary outcome from
health-care studies while accounting for participant-level covariates. In particular, we show how to …
health-care studies while accounting for participant-level covariates. In particular, we show how to …
A Bayesian network meta-analysis for binary outcome: how to do it
… meta-analysis (NMA), particularly focusing on its application to randomised controlled trials
with a binary outcome of … to collect study data, structure the analytical network and specify the …
with a binary outcome of … to collect study data, structure the analytical network and specify the …
A refined method for the meta‐analysis of controlled clinical trials with binary outcome
J Hartung, G Knapp - Statistics in medicine, 2001 - Wiley Online Library
… OUTCOME MEASURES FOR BINARY DATA … of the three different outcome measures
for binary data, which we also use in the simulation study. The outcome measures are the risk …
for binary data, which we also use in the simulation study. The outcome measures are the risk …
High statistical heterogeneity is more frequent in meta-analysis of continuous than binary outcomes
AC Alba, PE Alexander, J Chang, J MacIsaac… - Journal of clinical …, 2016 - Elsevier
… of I 2 in meta-analyses on binary outcomes showed similar results to those reported in this
article: almost 50% of meta-analysis on binary outcomes show heterogeneity easily explained …
article: almost 50% of meta-analysis on binary outcomes show heterogeneity easily explained …
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