Design of multiple binary outcome studies with intentionally missing data

Biometrics

Volumn 52, Issue 4, 1996, Pages 1498-1514

  Williams, Paige ^a   Ryan, Louise ^b  

^a HARVARD SCHOOL OF PUBLIC HEALTH   (United States)

^b NONE

Author keywords

Clustered data; Developmental toxicity; Efficiency; Generalized estimating equations; Score test; Teratology

Indexed keywords

STATISTICAL TESTS; STATISTICS; TOXICITY;

CLUSTERED DATUM; DESIGN AND ANALYSIS; DEVELOPMENTAL TOXICITY; ECONOMIC CONSTRAINTS; GENERALIZED ESTIMATING EQUATIONS; MISSING DATA; SCORE TEST; STATISTIC-BASED; TERATOLOGY; TEST STATISTICS;

EFFICIENCY;

ARTICLE; BIOMETRY; DATA ANALYSIS; RISK ASSESSMENT; STATISTICAL ANALYSIS;

EID: 0030474986     PISSN: 0006341X     EISSN: None     Source Type: Journal    
DOI: 10.2307/2532865     Document Type: Article

References (13)

1. Catalano, P. J., Rogus, J., and Ryan, L. M. (1995). Consequences of prolonged inhalation of ozone on F344/N rats: Collaborative studies. Part X: Robust composite scores based on median polish analysis. Research Report 65, Health Effects Institute, Cambridge, Massachusetts.
2. Dempster, A. P., Laird, N. M, and Rubin, D. B. (1977). Maximum likelihood estimation from incomplete data via the EM algorithm. Journal of the Royal Statistical Society, Series B 39, 1-38.
3. Fitzmaurice, G. M., Laird, N. M., and Lipsitz, S. R. (1994). Analysing incomplete longitudinal binary responses: A likelihood-based approach. Biometrics 50, 601-12.
4. Fuchs, C. (1982). Maximum likelihood estimation and model selection in contingency tables with missing data. Journal of the American Statistical Association 77, 270-78.
5. Helms, R. W. (1992). Intentionally incomplete longitudinal designs: I. Methodology and comparison of some full span designs. Statistics in Medicine 11, 1889-1913.
6. Kendall, M., Stuart, A., and Ord, J. K. (1983). The Advanced Theory of Statistics. London: Charles Griffin and Co.
7. Lefkopoulou, M. and Ryan, L. (1993). Global tests for multiple binary outcomes. Biometrics 49, 975-988.
8. Legler, J. M., Lefkopoulou, M., and Ryan, L. M. (1995). Efficiency and power of tests for multiple binary outcomes. Journal of the American Statistical Association 90, 680-693.
9. Little, R. J. and Rubin, D. B. (1987). Statistical Analysis with Missing Data. New York: Wiley.
10. Pocock, S. J., Geller, N. L., and Tsiatis, A. A. (1987). The analysis of multiple endpoints in clinical trials. Biometrics 43, 487-498.
11. Price, C. J., Kimmel, C. A., Tyl, R. W., and Marr, M. C. (1985). The developmental toxicity of ethylene glycol in rats and mice. Toxicology and Applied Pharmacology 81, 113-127.
12. Serfling, R. T. (1980). Approximation Theorems of Mathematical Statistics. New York: Wiley.
13. Tyl, R. W., Price, M. C., Marr, M. C., and Kimmel, C. A. (1988). Developmental toxicity evaluation of dietary di(2-ethylhexyl)phthalate in Fisher 344 rats and CD-1 mice. Fundamental and Applied Toxicology 10, 395-412.