Literature DB >> 10518374

A note on inconsistency of NPMLE of the distribution function from left truncated and case I interval censored data.

W Pan1, R Chappell.   

Abstract

We show that under reasonable conditions the nonparametric maximum likelihood estimate (NPMLE) of the distribution function from left-truncated and case 1 interval-censored data is inconsistent, in contrast to the consistency properties of the NPMLE from only left-truncated data or only interval-censored data. However, the conditional NPMLE is shown to be consistent. Numerical examples are provided to illustrate their finite sample properties.

Mesh:

Year:  1999        PMID: 10518374     DOI: 10.1023/a:1009632400580

Source DB:  PubMed          Journal:  Lifetime Data Anal        ISSN: 1380-7870            Impact factor:   1.588


  4 in total

1.  Sampling design of multiwave studies with an application to the Massachusetts Health Care Panel Study.

Authors:  R Chappell
Journal:  Stat Med       Date:  1991-12       Impact factor: 2.373

2.  Estimating survival curves with left-truncated and interval-censored data under monotone hazards.

Authors:  W Pan; R Chappell
Journal:  Biometrics       Date:  1998-09       Impact factor: 2.571

3.  Survival trees with time-dependent covariates: application to estimating changes in the incubation period of AIDS.

Authors:  P Bacchetti; M R Segal
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Review 4.  The Wisconsin epidemiological study of diabetic retinopathy: a review.

Authors:  R Klein; B E Klein; S E Moss
Journal:  Diabetes Metab Rev       Date:  1989-11
  4 in total
  2 in total

1.  Inconsistency of the MLE for the Joint Distribution of Interval-Censored Survival Times and Continuous Marks.

Authors:  Marloes H Maathuis; Jon A Wellner
Journal:  Scand Stat Theory Appl       Date:  2008-03-01       Impact factor: 1.396

2.  Comparing survival functions with interval-censored data in the presence of an intermediate clinical event.

Authors:  Sohee Kim; Jinheum Kim; Chung Mo Nam
Journal:  BMC Med Res Methodol       Date:  2018-10-01       Impact factor: 4.615

  2 in total

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