Pseudo-likelihood inference for clustered binary data

Communications in Statistics - Theory and Methods

Volumn 26, Issue 11, 1997, Pages 2743-2767

  Geys, Helena ^a   Molenberghs, Geert ^a   Ryan, Louise M ^b  

^a HASSELT UNIVERSITY   (Belgium)

^b HARVARD SCHOOL OF PUBLIC HEALTH   (United States)

Author keywords

Clustered Data; Developmental Toxicity; Exponential Family; Likelihood; Normalizing Constant

Indexed keywords

EID: 0001300674     PISSN: 03610926     EISSN: None     Source Type: Journal    
DOI: 10.1080/03610929708832075     Document Type: Article

References (24)

1. Arnold, B.C., Castillo, E., and Sarabia, J.-M. (1992) Conditionally Specified Distributions, Lecture Notes in Statistics 73, New York: Springer-Verlag.
2. Arnold, B.C. and Strauss, D. (1991) "Pseudolikelihood estimation : some examples," Sankhya B, 53, 233-243.
3. Besag, J. (1975) "Statistical Analysis of Non-lattice Data," The Statistician, 24, 179-195.
4. Brown, L.D. (1986) Fundamentals of Statistical Exponential Families. California: Institute of Mathematical Statistics.
5. Cox, D. R. (1972) "The analysis of multivariate binary data," Appl. Statist., 21, 113-120.
6. Cox, D. R. and Wermuth, N. (1994) "A note on the quadratic exponential binary distribution," Biometrika, 81, 403-408.
7. Cressie, N. (1991) Statistics for Spatial Data. New York : Wiley.
8. Fitzmaurice, G.M., Laird, N.M. and Rotnizky A. (1993) "Regression models for discrete longitudinal responses," StatSci, 8, 284-309.
9. Gelfand, A.E., and Smith, A.F.M. (1990). "Sampling-based approaches to calculating marginal densities," J. Am. Statist. Ass., 85, 398-409.
10. George, J. D., Price, C. J., Kimmel, C. A., and Marr, M. C. (1987). "The developmental toxicity of triethylene glycol dimethyl ether in mice," Fundamental and Applied Toxicology 9, 173-181.
11. Geys, H., Molenberghs, G., Ryan L.M. (1986) "Inference for Pseudo-likelihood Models" submitted for publication.
12. Kupper, L. L., Portier, C., Hogan, M. D. and Yamamoto, E. (1986). "The impact of litter effects on dose-response modeling in teratology," Biometrics, 42, 85-98.
13. Liang, K.-Y. and Zeger, S. L. (1986). "Longitudinal data analysis using generalized linear models," Biometrika, 73, 13-22.
14. Lindstrom, P., Morrisey, R.E., George, J.D., Price, C.J., Marr, M.C., Kimmel C.A., and Schwetz, B.A. (1990). "The developmental toxicity of orally administered theophylline in rats and mice," Fundamental and Applied Toxicology, 14, 167-178.
15. Molenberghs, G. and Ryan, L.M. (1996). "Likelihood inference for clustered multivariate binary data," submitted for publication.
16. Prentice, R.L. (1988). "'Correlated binary regression with covariates specific to each binary observation," Biometrics 44, 1033-1048.
17. Price, C. J., Kimmel, C. A., Tyl, R. W., and Marr, M. C. (1985). "The developmental toxicity of ethylene glycol in rats and mice," Toxico. Appl. Pharmacol. 81, 113-127.
18. Price, C. J., Kimmel, C. A., George, J. D., and Marr, M. C. (1987). "The developmental toxicity of diethylene glycol dimethyl ether in mice," Fundamental and Applied Toxicology, 8, 115-126.
19. Rotnitzky, A. and Wypij, D. (1994). "A note on the bias of estimators with missing data," Biometrics 50, 1163-1170.
20. Tanner, M.A. (1991). Tools for Statistical Inference: Observed Data and Data Augmentation Methods, Springer Verlag.
21. Thélot, C. (1985). "Lois logistiques à deux dimensions," Annales de l'Insée, 58, 123-149.
22. 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.
23. Wakefield, J.C., Smith, A.F.M., Racine-Poon, A., and Gelfand, A.E. (1994). "Bayesian analysis of linear and non-linear population models by using the Gibbs sampler," Appl. Statist., 43, 201-221.
24. Zhao, L. P. and Prentice, R. L. (1990). "Correlated binary regression using a quadratic exponential model," Biometrika, 77, 642-648.