Time-dependent covariates in the cox proportional-hazards regression model

Annual Review of Public Health

Volumn 20, Issue , 1999, Pages 145-157

  Fisher, Lloyd D ^a   Lin, D Y ^a  

^a UNIVERSITY OF WASHINGTON   (United States)

Author keywords

Censored data; Longitudinal analysis; Model checking; Survival analysis

Indexed keywords

ANALYSIS; COVARIANCE; LONGITUDINAL STUDY; MATHEMATICAL ANALYSIS; MORBIDITY; PREDICTION; PRIORITY JOURNAL; REVIEW; STATISTICAL MODEL; SURVIVAL;

HUMANS; MATHEMATICS; PROPORTIONAL HAZARDS MODELS; SURVIVAL ANALYSIS; TIME FACTORS;

EID: 0033046689     PISSN: 01637525     EISSN: None     Source Type: Book Series    
DOI: 10.1146/annurev.publhealth.20.1.145     Document Type: Review

References (13)

1. 1. Cavender JB, Rogers WJ, Fisher LD, Gersh BJ, Coggin JC, Myers WO. 1992. Effects of smoking on survival and morbidity in patients randomized to medical or surgical therapy in the Coronary Artery Surgery Study (CASS): 10-year follow-up. J. Am. Coll. Cardiol. 20:287-94
2. 2. Cox DR. 1972. Regression models and life tables. J. Royal Stat. Soc. Ser. B 34:187-220
3. 3. Dickson ER, Grambsch PM, Fleming TR, Fisher LD, Langworthy A. 1989. Prognosis in primary biliary cirrhosis: model for decision making. Hepatology 10: 1-7
4. 4. Fleming TR, Harrington DP. 1996. Counting Processes and Survival Analysis. New York: Wiley. 448 pp.
5. 5. Kalbfleisch JD, Prentice RL. 1980. The Statistical Analysis of Failure Time Data. New York: Wiley. 321 pp.
6. 6. Kaplan EL, Meier P. 1958. Nonparametric estimation for incomplete observations. J. Am. Stat. Assoc. 53:457-81
7. 7. Lin DY. 1991. Goodness-of-fit analysis for the Cox regression model based on a class of parameter estimators. J. Am. Stat. Assoc. 86:725-28
8. 8. Lin DY, Fischl MA, Schoenfeld DA. 1993. Evaluating the role of CD4-lymphocyte counts as surrogate endpoints in human immunodeficiency virus clinical trials. Stat. Med. 12:835-42
9. 9. Lin DY, Wei LJ, Ying Z. 1993. Checking the Cox model with cumulative sums of martingale-based residuals. Biometrika 80:573-81
10. 10. Lin DY, Ying Z. 1993. Cox regression with incomplete covariate measurements. J. Am. Stat. Assoc. 86:1341-49
11. 11. Prentice RL. 1986. A case-cohort design for epidemiologic cohort studies and disease prevention trials. Biometrika 73:1-11
12. 12. Self SG, Prentice RL. 1988. Asymptotic distribution theory and efficiency results for case-cohort studies. Ann. Stat. 16:64-81
13. 13. Wei LJ. 1984. Testing goodness of fit for proportional hazards model with censored observations. J. Am. Stat. Assoc. 79:649-52