Logistic analysis of studies with two-stage sampling: A comparison of four approaches

Statistics in Medicine

Volumn 16, Issue 1-3, 1997, Pages 117-132

  Schill, Walter ^a   Drescher, Karsten ^b  

^a LEIBNIZ INSTITUTE FOR PREVENTION RESEARCH AND EPIDEMIOLOGY BIPS   (Germany)

^b UNIVERSITY OF BREMEN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; CASE CONTROL STUDY; CONFERENCE PAPER; COVARIANCE; INTERMETHOD COMPARISON; MAXIMUM LIKELIHOOD METHOD; RISK; SAMPLING; STATISTICAL ANALYSIS; STATISTICAL MODEL;

EID: 0031035253     PISSN: 02776715     EISSN: None     Source Type: Journal    
DOI: 10.1002/(sici)1097-0258(19970130)16:2<117::aid-sim475>3.0.co;2-5     Document Type: Conference Paper

References (17)

1. Cain, K. C. and Breslow, N. E. 'Logistic regression analysis and efficient design for two-stage studies', American Journal of Epidemiology, 128, 1198-1206 (1988).
2. Flanders, W. D. and Greenland, S. 'Analytic methods for two-stage case-control studies and other stratified designs', Statistics in Medicine, 10, 739-747 (1991).
3. Breslow, N. E. and Cain, K. C. 'Logistic regression for two-stage case-control data', Biometrika, 75, 11-20 (1988).
4. Schill, W., Jöckel, K.-H., Drescher, K. and Timm, J. 'Logistic analysis of case-control studies under validation sampling', Biometrika, 80, 339-352 (1993).
5. Wacholder, S. and Weinberg, C. R. 'Flexible maximum likelihood methods for assessing joint effects in case-control studies with complex sampling', Biometrics, 50, 350-357 (1994).
6. Reilly, M. and Pepe, M. S. 'A mean score method for missing and auxilliary covariate data in regression models', Biometrika, 82, 299-314 (1995).
7. Wild, C. J. 'Fitting prospective regression models to case-control data', Biometrika, 78, 705-717 (1991).
8. Dempster, A. P., Laird, N. N. and Rubin, D. B. 'Maximum Likelihood from incomplete data via the EM-algorithm', Journal of Royal Statistical Society, Series B, 39, 1-38 (1977).
9. Scott, A. J. and Wild, C. J. 'Fitting logistic regression models in stratified case-control studies', Biometrics, 47, 497-510 (1991).
10. Louis, T. A. 'Finding the observed information matrix when using the EM-algorithm', Journal of Royal Statistical Society, Series B, 44, 226-233 (1982).
11. Hsieh, D. A., Manski, C. F. and McFadden, D. 'Estimation of response probabilities from augmented retrospective observations', Journal of American Statistical Association, 80, 651-662 (1985).
12. Prentice, R. L. and Pyke, R. 'Logistic disease incidence models and case control studies', Biometrika, 66, 403-411 (1979).
13. Robins, J., Rotnitzky, A. and Zhao, L. P. 'Estimation of regression coefficients when some regressors are not always observed', Journal of American Statistical Association, 89, 846-866 (1994).
14. Anderson, J. A. 'Separate sample logistic discrimination', Biometrika, 59, 19-35 (1972).
15. Jöckel, K.-H., Ahrens, W., Wichmann, H.-E., Becher, H., Bolm-Audorff, U., Jahn, I., Molik, B., Greiser, E. and Timm, J. 'Occupational and environmental hazards associated with lung cancer', International Journal of Epidemiology, 22, 202-213 (1992).
16. Fears, T. R. and Brown, C. C. 'Logistic regression methods for retrospective case-control studies using complex sampling procedures', Biometrics, 42, 955-960 (1986).
17. Breslow, N. E. and Zhao, L. P. 'Logistic regression for stratified case-control studies', Biometrics, 44, 891-899 (1988).