Double-robust estimation of an exposure-outcome odds ratio adjusting for confounding in cohort and case-control studies

Statistics in Medicine

Volumn 30, Issue 4, 2011, Pages 335-347

  Tchetgen Tchetgen, Eric J ^a,c   Rotnitzky, Andrea ^a,b  

^a HARVARD UNIVERSITY   (United States)

^b UNIVERSIDAD TORCUATO DI TELLA   (Argentina)

^c HARVARD SCHOOL OF PUBLIC HEALTH   (United States)

Author keywords

Case control design; Cohort design; Double robust; Local efficiency; Logistic regression

Indexed keywords

ALGORITHM; ARTICLE; BOOTSTRAPPING; CANCER GRADING; CASE CONTROL STUDY; COHORT ANALYSIS; COVARIANCE; DATA ANALYSIS; DATA ANALYSIS SOFTWARE; ENDOMETRIUM CANCER; EPIDEMIOLOGICAL DATA; HUMAN; LOGISTIC REGRESSION ANALYSIS; NONPARAMETRIC TEST; PROBABILITY; RACE DIFFERENCE; TUMOR DIFFERENTIATION; UTERUS CANCER;

AFRICAN CONTINENTAL ANCESTRY GROUP; ALGORITHMS; CASE-CONTROL STUDIES; COHORT STUDIES; CONFOUNDING FACTORS (EPIDEMIOLOGY); ENDOMETRIAL NEOPLASMS; ESTROGENS; EUROPEAN CONTINENTAL ANCESTRY GROUP; FEMALE; HUMANS; ODDS RATIO; REGRESSION ANALYSIS; SMOKING;

EID: 78651244926     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.4103     Document Type: Article

References (10)

1. Rothman K, Greenland S. Modern Epidemiology (3rd edn). Lippincott Williams and Wilkins: Philadelphia, 2008.
2. Breslow NE, Day NE. Statistical Methods in Cancer Research. Volume I: The Analysis of Case-control Data. IARC: Lyon, 1980.
3. Robins J, Hernan M. Estimation of the causal effects of time-varying exposures. Longitudinal data analysis. In Longitudinal Data Analysis, Fitzmaurice G, Davidian M, Verbeke G (eds). Chapman & Hall/CRC: Molenberghs, 2008.
4. TchetgenTchetgen E, Robins J. The semi-parametric case-only estimator. Biometrics 2010; DOI: 10.1111/j.1541-0420.2010.01401.x.
5. TchetgenTchetgen E, Robins J, Rotnitzy A. On doubly robust estimation in a semi-parametric odds ratio model. Biometrika 2010; 97(1):171-180.
6. SAS Institute, Inc, SAS/STAT User's Guide, Version 8 Cary, NC. 1999.
7. Chen YH. A semi-parametric odds ratio model for measuring association. Biometrics 2007; 63(2):413-421(9).
8. Robins JM, Rotnitzky A. Comment on the Bickel and Kwon article, 'Inference for semiparametric models: some questions and an answer'. Statistica Sinica 2001; 11(4):920-936.
9. Hill HA, Coates RJ, Austin H. Racial differences in tumor grade among women with endometrial cancer. Gynecologic Oncology 1995; 56(2):154-163.
10. Bickel P. Klassen C, Ritov Y, Wellner J. Efficient and Adaptive Estimation for Semi-parametric Models. Springer: New York, 1993.