An empirical study of the effect of the control rate as a predictor of treatment efficacy in meta‐analysis of clinical trials

CH Schmid, J Lau, MW McIntosh… - Statistics in …, 1998 - Wiley Online Library
If the control rate (CR) in a clinical trial represents the incidence or the baseline severity of
illness in the study population, the size of treatment effects may tend to vary with the size of …

Random-effects model for meta-analysis of clinical trials: an update

R DerSimonian, R Kacker - Contemporary clinical trials, 2007 - Elsevier
The random-effects model is often used for meta-analysis of clinical studies. The method
explicitly accounts for the heterogeneity of studies through a statistical parameter …

On the equivalence of meta‐analysis using literature and using individual patient data

T Mathew, K Nordstrom - Biometrics, 1999 - Wiley Online Library
When data come from several independent studies for the purpose of estimating treatment‐
control differences, meta‐analysis can be carried out either on the best linear unbiased …

Variation in baseline risk as an explanation of heterogeneity in meta‐analysis

SD Walter - Statistics in Medicine, 1997 - Wiley Online Library
A relationship of baseline risk to treatment effect size has been suggested as a possible
explanation of between‐study heterogeneity in meta‐analyses. To address this question, we …

The implications of publication bias for meta‐analysis' other parameter

D Jackson - Statistics in medicine, 2006 - Wiley Online Library
Perhaps the greatest threat to the validity of a meta‐analysis is the possibility of publication
bias, where studies that are interesting or statistically significant are more likely to be …

A refined method for multivariate meta‐analysis and meta‐regression

D Jackson, RD Riley - Statistics in Medicine, 2014 - Wiley Online Library
Making inferences about the average treatment effect using the random effects model for
meta‐analysis is problematic in the common situation where there is a small number of …

On tests of the overall treatment effect in meta‐analysis with normally distributed responses

J Hartung, G Knapp - Statistics in medicine, 2001 - Wiley Online Library
For the meta‐analysis of controlled clinical trials or epidemiological studies, in which the
responses are at least approximately normally distributed, a refined test for the hypothesis of …

Clinically useful measures of effect in binary analyses of randomized trials

JC Sinclair, MB Bracken - Journal of clinical epidemiology, 1994 - Elsevier
The results of a randomized clinical trial can be reported using relative and/or absolute
estimators of treatment effect. These various measures convey different information, and the …

Statistical methods for assessing the influence of study characteristics on treatment effects in 'meta‐epidemiological'research

JAC Sterne, P Jüni, KF Schulz, DG Altman… - Statistics in …, 2002 - Wiley Online Library
Biases in systematic reviews and meta‐analyses may be examined in 'meta‐
epidemiological'studies, in which the influence of trial characteristics such as measures of …

Multivariable modelling for meta‐epidemiological assessment of the association between trial quality and treatment effects estimated in randomized clinical trials

V Siersma, B Als‐Nielsen, W Chen, J Hilden… - Statistics in …, 2007 - Wiley Online Library
Methodological deficiencies are known to affect the results of randomized trials. There are
several components of trial quality, which, when inadequately attended to, may bias the …