期刊
STATA JOURNAL
卷 11, 期 2, 页码 255-270出版社
STATA PRESS
DOI: 10.1177/1536867X1101100206
关键词
st0156_1; mvmeta; meta-analysis; meta-regression; I-squared
资金
- MRC [U1052.00.006]
- MRC [MC_U105260558] Funding Source: UKRI
- Medical Research Council [MC_U105260558] Funding Source: researchfish
An extension of mvmeta, my program for multivariate random-effects meta-analysis, is described. The extension handles meta-regression. Estimation methods available are restricted maximum likelihood, maximum likelihood, method of moments, and fixed effects. The program also allows a wider range of models (Riley's overall correlation model and structured between-studies covariance); better estimation (using Mata for speed and correctly allowing for missing data); and new postestimation facilities (I-squared; standard errors and confidence intervals for between-studies standard deviations and correlations, and identification of the best intervention). The program is illustrated using a multipletreatments meta-analysis.
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