Frequentist and Bayesian approaches for interval-censored data

被引：35

作者：

Gómez, G

Calle, ML

Oller, R

机构：

[1] Univ Politecn Cataluna, Dept Estadist, E-08028 Barcelona, Spain

[2] Univ Vic, Dept Informat & Matemat, Vic 08500, Spain

来源：

STATISTICAL PAPERS | 2004年 / 45卷 / 02期

关键词：

AIDS; Bayesian inference; hypothesis testing; interval censoring; nonparametric methods; permutational tests;

D O I：

10.1007/BF02777221

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

Interval censoring appears when the event of interest is only known to have occurred within, a random time interval. Estimation and hypothesis testing procedures for interval-censored data are surveyed. We distinguish between frequentist and Bayesian approaches. Computational aspects for every proposed method axe described and solutions with S-Plus, whenever are feasible, are mentioned. Three real data sets are analyzed.

引用

页码：139 / 173

页数：35

共 64 条

[1]

Best N., 1995, CODA MANUAL VERSION

[2] Interval censored data: A note on the nonparametric maximum likelihood estimator of the distribution function [J].

Bohning, D ;

Schlattmann, P ;

Dietz, E .

BIOMETRIKA, 1996, 83 (02) :462-466

[3] CENSORING IN AN EPIDEMIC WITH AN APPLICATION TO HEMOPHILIA-ASSOCIATED AIDS [J].

BROOKMEYER, R ;

GOEDERT, JJ .

BIOMETRICS, 1989, 45 (01) :325-335

[4] Nonparametric Bayesian estimation from interval-censored data using Monte Carlo methods [J].

Calle, ML ;

Gómez, G .

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2001, 98 (1-2) :73-87

[5] STRONG CONSISTENCY OF A NONPARAMETRIC ESTIMATOR OF THE SURVIVAL FUNCTION WITH DOUBLY CENSORED-DATA [J].

CHANG, MN ;

YANG, GL .

ANNALS OF STATISTICS, 1987, 15 (04) :1536-1547

[6]

Courgeau D, 1996, Popul, V8, P191

[7]

DEGRUTTOLA V, 1989, BIOMETRICS, V45, P1

[8] TAILFREE AND NEUTRAL RANDOM PROBABILITIES AND THEIR POSTERIOR DISTRIBUTIONS [J].

DOKSUM, K .

ANNALS OF PROBABILITY, 1974, 2 (02) :183-201

[9] BAYESIAN NONPARAMETRIC-ESTIMATION FOR INCOMPLETE DATA VIA SUCCESSIVE SUBSTITUTION SAMPLING [J].

DOSS, H .

ANNALS OF STATISTICS, 1994, 22 (04) :1763-1786

[10]

DOSS H, 1998, PRACTICAL NONPARAMET, P63

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