Regression analysis of restricted mean survival time based on pseudo-observations

Lifetime Data Analysis

Volumn 10, Issue 4, 2004, Pages 335-350

  Andersen, Per Kragh ^a   Hansen, Mette Gerster ^a   Klein, John P ^b  

^a UNIVERSITY OF COPENHAGEN   (Denmark)

^b MEDICAL COLLEGE OF WISCONSIN   (United States)

Author keywords

Censoring; Hazard function; Health economics; Mean survival time; Pseudo observations; Regression model; Restricted mean survival time; Survival analysis

Indexed keywords

PREDNISONE;

ARTICLE; BIOMETRY; HUMAN; LIFE TABLE; LIVER CIRRHOSIS; MONTE CARLO METHOD; MORTALITY; OBSERVATION; REGRESSION ANALYSIS; SENSITIVITY AND SPECIFICITY; STATISTICAL MODEL; SURVIVAL; TIME;

BIOMETRY; HUMANS; LIFE TABLES; LIVER CIRRHOSIS; MODELS, STATISTICAL; MONTE CARLO METHOD; OBSERVATION; PREDNISONE; REGRESSION ANALYSIS; SENSITIVITY AND SPECIFICITY; SURVIVAL ANALYSIS; TIME FACTORS;

EID: 14844304332     PISSN: 13807870     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10985-004-4771-0     Document Type: Conference Paper

References (29)

1. O. O. Aalen 1980 A model for non-parametric regression analysis of counting processes Springer Lect. Notes Statist 2 1 25
2. O. O. Aalen 1989 A linear regression model for the analysis of life times Statist. Med. 8 907 925
3. P. K. Andersen J. P. Klein S. Rosthøj 2003 Generalized linear models for correlated pseudo-observations, with applications to multi-state models Biometrika vol. 90 15 27
4. J. D. Buckley I. R. James 1979 Linear regression with censored data Biometrika vol. 66 429 436
5. P. Chen A. A. Tsiatis 2001 Causal inference on the difference of the restricted mean lifetime between two groups Biometrics 57 1030 1038
6. E. Christensen P. Schlichting P. K. Andersen L. Fauerholdt E. Juhl H. Poulsen N. Tygstrup 1985 The Copenhagen Study Group for Liver Diseases, A therapeutic index that predicts the individual effects of prednisone in patients with cirrhosis Gastroenterology 88 156 165
7. Copenhagen Study Group for Liver Diseases, "Sex, ascites and alcoholism in survival of patients with cirrhosis. Effect of prednisone," New Engl. J. Med. vol. 291 pp. 271-273, 1974.
8. D. R. Cox 1972 Regression models and life-tables'' (with discussion) J. Roy. Statist. Soc. B 34 187 220
9. D. M. Dabrowska K. A. Doksum 1988 Partial likelihood in transformation models with censored data Scand. J. Statist 15 1 24
10. J. P. Fine Z. Ying L.J. Wei 1998 On a linear transformation model for censored data Biometrika 85 980 986
11. R. D. Gill 1983 Large sample behavior of the product-limit estimator on the whole line Ann. Statist. 11 49 58
12. J. O. Irwin 1949 The standard error of an estimate of expectation of life, with special reference to expectation of tumourless life in experiments with mice J. Hygiene 47 188 189
13. E. L. Kaplan and P. Meier, ''Non-parametric estimation from incomplete observations'', J. Amer. Statist. Assoc. vol. 53 pp. 457-481, 562-563, 1958.
14. T. Karrison 1987 Restricted mean life with adjustment for covariates J. Amer. Statist.Assoc. 82 1169 1176
15. T. L. Lai Z. Ying 1991 Large sample theory of a modified Buckley-James estimator for regression analysis with censored data Ann. Statist. 19 1370 1402
16. S. Leurgans 1987 Linear models, random censoring and synthetic data Biometrika 74 301 309
17. J. Li 1999 An application of lifetime models in estimation of expected length of stay in hospital with complexity and age adjustment Stat. Med. 18 3337 3344
18. K. -Y. Liang S. L. Zeger 1986 Longitudinal data analysis using generalized linear models Biometrika vol. 73 13 22
19. D. Y. Lin Z. Ying 1994 Semi-parametric analysis of the additive risk model Biometrika 81 61 72
20. M. L. Moeschberger J. P. Klein 1985 A comparison of several methods of estimating the survival function when there is extreme right-censoring Biometrics 41 253 259
21. Y. Ritov 1990 Estimation in a linear regression model with censored data Ann. Statist. 18 303 328
22. P. Schlichting E. Christensen P. K. Andersen L. Fauerholdt E. Juhl H. Poulsen N. Tygstrup 1983 The Copenhagen Study Group for Liver Diseases, Identification of prognostic factors in cirrhosis using Cox's regression model Hepatology 3 889 895
23. A. A. Tsiatis 1990 Estimating regression parameters using linear rank tests for censored data Ann. Statist. 18 354 372
24. L. J. Wei Z. Ying D. Y. Lin 1990 Linear regression analysis of censored survival data based on rank tests Biometrika 77 845 852
25. Z. Ying 1993 A large sample study of rank estimation for censored regression data Ann. Statist. 21 76 99
26. S. L. Zeger K. -Y. Liang 1986 Longitudinal data analysis for discrete and continuous outcomes Biometrics 42 121 130
27. Z. Zheng 1995 Two methods of estimating the mean survival time from censored samples Sankhyā ser. A 57 126 136
28. M. Zhou 1992 Asymptotic normality of the synthetic data regression estimator for censored survival data Ann. Statist. 20 1002 1021
29. D.M. Zucker 1998 Restricted mean life with covariates:Modification and extension of a useful survival analysis method J. Amer. Statist. Assoc. 93 702 709