Locally efficient estimation of a multivariate survival function in longitudinal studies

Journal of the American Statistical Association

Volumn 97, Issue 458, 2002, Pages 494-507

  Van der Laan, Mark J ^a   Hubbard, Alan E ^a   Robins, James M ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Asymptotically efficient; Asymptotically linear estimator; Cox proportional hazards model; Influence curve; Multivariate right censored data

Indexed keywords

EID: 0035998821     PISSN: 01621459     EISSN: None     Source Type: Journal    
DOI: 10.1198/016214502760047023     Document Type: Article

References (53)

1. Estimating medical costs with censored data
2. Estimation of a bivariate survival function under random censorship
3. A model for association in bivariate life tables and its application in epidemiological studies of a familial tendency in chronic disease incidence
4. A Monte Carlo method for Bayesian inference in frailty models
5. Multivariate generalizations of the proportional hazards model
6. Multivariate survival analysis based on frailty models
7. Kaplan Meier estimate on the plane
8. Kaplan Meier estimate on the plane: Weak convergence Lil the bootstrap
9. The two sample problem with censored data
10. The joy of copulas: Bivariate distributions with given marginals
11. Statistical inference procedures for bivariate archimedean copulas
12. Non- and semi-parametric maximum likelihood estimators and the Von Mises method, Part 1
13. Multivariate survival analysis
14. Coarsening at random: Characterizations, conjectures and counter-examples
15. Inefficient estimators of the bivariate survival function for three models
16. Ignorability and coarse data
17. A class of multivariate failure time distributions
18. Modelling multivariate survival
19. Nonparametric locally efficient estimation of the treatment specific survival distribution with right censored data and covariates in observational studies
20. Evaluation of protocol change in burn-care management using the cox proportional hazards model with time-dependent covariates
21. Coarsening at random in general sample spaces and random censoring in continuous time
22. Parametric families of multivariate distributions with given marginals
23. Semiparametric estimation of random effects using the cox model based on the EM algorithm
24. Nonparametric estimation of the gap time distribution for serial events with censored data
25. Bivariate survival models induced by frailties
26. Covariance and survivor function estimation using censored multivariate failure time data
27. Marginal conditional models for the analysis of multivariate failure time data
28. Information recovery and bias adjustment in proportional hazards regression analysis of randomized trials using surrogate markers
29. Locally efficient median regression with random censoring and surrogate markers
30. Correcting for noncompliance and dependent censoring in an AIDS clinical trial with inverse probability of censoring weighted (IPCW) log-rank tests
31. Toward a curse of dimensionality appropriate (CODA) asymptotic theory for semi-parametric models
32. Recovery of information and adjustment for dependent censoring using surrogate markers
33. Comments on "inference for semiparametric models"
34. Sensitivity analysis for selection bias and unmeasured confounding in missing data and causal inference models
35. Discussion of "on profile likelihood"
36. Estimation of the failure time distribution in the presence of informative censoring
37. Estimating the mean of an increasing stochastic process at censored stopping time
38. Nonparametric estimation of a bivariate survival function in the presence of censoring
39. The empirical distribution with arbitrarily grouped censored and truncated data
40. Modified EM-equations-estimator of the bivariate survival function
41. Efficient estimator of the bivariate survival function and repairing NPMLE
42. Locally efficient estimation with current status data and time-dependent covariates
43. Inference for semiparametric models: Some questions and an answer
44. Nonparametric estimation of successive duration times under dependent censoring
45. Regression analysis of multivariate incomplete failure time data by modeling marginal distributions