Meta-analysis of multiple outcomes by regression with random effects

Statistics in Medicine

Volumn 17, Issue 22, 1998, Pages 2537-2550

  Berkey, C S ^a,b   Hoaglin, D C ^b,c   Antczak Bouckoms, A ^b   Mosteller, F ^b,d   Colditz, G A ^a,b  

^a HARVARD MEDICAL SCHOOL   (United States)

^b HARVARD SCHOOL OF PUBLIC HEALTH   (United States)

^c ABT ASSOCIATES   (United States)

^d HARVARD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; CLINICAL TRIAL; FEMALE; HUMAN; MALE; META ANALYSIS; OUTCOMES RESEARCH; PERIODONTAL DISEASE; REGRESSION ANALYSIS; SIMULATION; STATISTICAL MODEL; STATISTICS;

CLINICAL TRIALS; HUMANS; META-ANALYSIS; MODELS, STATISTICAL; TREATMENT OUTCOME;

EID: 0032583159     PISSN: 02776715     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1097-0258(19981130)17:22<2537::AID-SIM953>3.0.CO;2-C     Document Type: Article

References (19)

1. Raudenbush, S., Becker, B. and Kalaian, H. 'Modeling multivariate effect sizes', Psychological Bulletin, 103, 111-120 (1988).
2. Laird, N. and Mosteller, F. 'Some statistical methods for combining experimental results', International Journal of Technology Assessment in Health Care, 6, 5-30 (1990).
3. Gleser, L. and Olkin, I. 'Stochastically dependent effect sizes', in Cooper, H. and Hedges, L. (eds), The Handbook of Research Synthesis, Russell Sage Foundation, New York, 1994, pp. 339-355.
4. Berkey, C., Antczak-Bouckoms, A., Hoaglin, D., Mosteller, F. and Pihlstrom, B. 'Multiple-outcomes meta-analysis of treatments for periodontal disease', Journal of Dental Research, 74, 1030-1039 (1995).
5. Berkey, C., Anderson, J. and Hoaglin, D. 'Multiple-outcome meta-analysis of clinical trials', Statistics in Medicine, 15, 537-557 (1996).
6. Mosteller, F. and Colditz, G. 'Understanding research synthesis (meta-analysis)', Annual Review of Public Health, 17, 1-23 (1996).
7. National Research Council. Combining Information: Statistical Issues and Opportunities for Research, National Academy Press, Washington DC, 1992.
8. Antczak-Bouckoms, A., Joshipura, K., Burdick, E. and Tulloch, J. F. C. 'Meta-analysis of surgical versus non-surgical method of treatment for periodontal disease', Journal of Clinical Periodontology, 20, 259-268 (1993).
9. DerSimonian, R. and Laird, N. 'Meta-analysis in clinical trials', Controlled Clinical Trials, 7, 177-188 (1986).
10. O'Brien, P. 'Procedures for comparing samples with multiple endpoints', Biometrics, 40, 1079-1087 (1984).
11. Seber, G. A. F. Linear Regression Analysis, Wiley, New York, 1977.
12. Berkey, C., Hoaglin, D., Mosteller, F. and Colditz, G. 'A random-effects regression model for meta-analysis', Statistics in Medicine, 14, 395-411 (1995).
13. Morris, C. N. 'Parametric empirical Bayes inference: theory and applications', Journal of the American Statistical Association, 78, 47-55 (1983).
14. Dempster, A., Laird, N. and Rubin, D. 'Maximum likelihood with incomplete data via the EM algorithm', Journal of the Royal Statistical Society, Series B, 39, 1-38 (1977).
15. Berkey, C. and Laird, N. 'Nonlinear growth curve analysis: estimating the population parameters', Annals of Human Biology, 13, 111-128 (1986).
16. SAS Institute, Inc. SAS/IML User's Guide, Version 5 Edition, SAS Institute, Inc., Cary, NC, 1985.
17. SAS Institute, Inc. SAS User's Guide: Basics, Version 5 Edition, SAS Institute Inc. , Cary, NC, 1985.
18. Berlin, J. A., Longnecker, M. P. and Greenland, S. 'Meta-analysis of epidemiologic dose-response data', Epidemiology, 4, 218-228 (1993).
19. Dear, K. B. G. 'Iterative generalized least squares for meta-analysis of survival data at multiple times', Biometrics, 50, 989-1002 (1994).