On tests of the overall treatment effect in meta-analysis with normally distributed responses.
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 no overall treatment effect is proposed. The test statistic is based on a direct estimation function for the variance of the overall treatment effect estimator. As outcome measures, the absolute and the standardized difference between means are considered. In simulation studies it is shown that the proposed test keeps the prescribed significance level very well in contrast to the commonly used tests in the fixed effects and random effects model, respectively, which can become very liberal. Furthermore, just for using the proposed test it is not necessary to choose between the fixed effects and the random effects approach in advance.
Hartung
J
J
Department of Statistics, University of Dortmund, D-44221 Dortmund, Germany. hartung@statistik.uni-dortmund.de
Knapp
G
G
D017311:Amlodipine / Q000627:therapeutic use; D000787:Angina Pectoris / Q000188:drug therapy; D003198:Computer Simulation; D018849:Controlled Clinical Trials as Topic / Q000379:methods*; D015444:Exercise / Q000502:physiology; D006801:Humans; D015201:Meta-Analysis as Topic; D013223:Statistics as Topic / Q000379:methods*; D016896:Treatment Outcome; D014665:Vasodilator Agents / Q000627:therapeutic use
D014665:Vasodilator Agents; D017311:Amlodipine