Evaluating bias correction in weighted proportional hazards regression

Lifetime Data Analysis

Volumn 15, Issue 1, 2009, Pages 120-146

  Pan, Qing ^a   Schaubel, Douglas E ^b  

^a GEORGE WASHINGTON UNIVERSITY   (United States)

^b UNIVERSITY OF MICHIGAN   (United States)

Author keywords

Breslow Aalen estimator; Confidence bands; Inverse selection probability weights; Observational studies; Proportional hazards model; Selection bias; Wald test

Indexed keywords

ARTICLE; COMPUTER SIMULATION; EPIDEMIOLOGY; HUMAN; KIDNEY TRANSPLANTATION; MORTALITY; PATIENT SELECTION; PHYSIOLOGY; POPULATION DENSITY; PROBABILITY; PROPORTIONAL HAZARDS MODEL; REGRESSION ANALYSIS; REPRODUCIBILITY; SURVIVAL; SURVIVOR;

BIAS (EPIDEMIOLOGY); COMPUTER SIMULATION; HUMANS; KIDNEY TRANSPLANTATION; PATIENT SELECTION; POPULATION DENSITY; PROBABILITY; PROPORTIONAL HAZARDS MODELS; REGRESSION ANALYSIS; REPRODUCIBILITY OF RESULTS; SURVIVAL ANALYSIS; SURVIVORS;

EID: 58549096886     PISSN: 13807870     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10985-008-9102-4     Document Type: Article

References (17)

1. PK Andersen RD Gill 1982 Cox's regression model for counting processes: a large sample study Ann Stat 10 1100 1120
2. Y Bilias M Gu Z Ying 1997 Towards a general asymptotic theory for the Cox model with staggered entry Ann Stat 25 662 682
3. DA Binder 1992 Fitting Cox's proportional hazards models from survey data Biometrika 79 139 147
4. DR Cox 1975 Partial likelihood Biometrika 62 262 276
5. Fleming TR, Harrington DP (1991) Counting processes and survival analysis. Wiley, New York
6. DG Horvitz DJ Thompson 1952 A generalization of sampling without replacement from a finite universe J R Stat Soc, Ser B 47 663 685
7. Kalbfleisch JD, Prentice RL (2002) The statistical analysis of failure time data. Wiley, New York
8. Kasprzyk D, Duncan GJ, Kalton G, Singh MP (1989) Panel surveys. Wiley, New York
9. DY Lin 2000 On fitting Cox's proportional hazards models to survey data Biometrika 87 37 47
10. DY Lin TR Fleming LJ Wei 1994 Confidence bands for survival curves under the proportional hazards model Biometrika 81 73 81
11. Q Pan DE Schaubel 2008 Proportional hazards regression based on biased samples and estimated selection probabilities Can J Stat 36 111 127
12. D Pfeffermann 1993 The Role of Sampling Weights When Modeling Survey Data Int Stat Rev 61 317 337
13. Pfeffermann D, Sverchkov M (2003) In: Chambers RL, Skinner CJ (eds) Analysis of survey data. Wiley, Chichester
14. Pollard D (1990) Empirical processes: theory and applications. Inst Math Stat, Hayward, CA
15. DB Rubin 1976 Inference and missing data Biometrika 63 581 592
16. van der Vaart AW (2000) Asymptotic statistics. Cambridge, Melbourne
17. van der Vaart AW, Wellner JA (1996) Weak convergence and empirical processes. Springer, New York