Computation of the NPMLE of distribution functions for interval censored and truncated data with applications to the Cox model.

DOI10.1016/S0167-9473(98)00026-7zbMath1042.62614OpenAlexW2031576873MaRDI QIDQ1274148

Rick Chappell, Wei Pan

Publication date: 12 January 1999

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0167-9473(98)00026-7

zbMATH Keywords

EM algorithmProportional hazards modelGradient projectionICM algorithmIsotonic regression

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Censored data models (62N01) Estimation in survival analysis and censored data (62N02)

Related Items

Rank invariant tests with left truncated and interval censored data ⋮ Combined estimating equation approaches for the additive hazards model with left-truncated and interval-censored data ⋮ On the possibilistic approach to linear regression models involving uncertain, indeterminate or interval data ⋮ Nonparametric analysis of interval censored and doubly truncated data ⋮ Full and conditional likelihood approaches for hazard change-point estimation with truncated and censored data ⋮ Estimation in the Cox Proportional Hazards Model with Left-Truncated and Interval-Censored Data ⋮ On Nonparametric Maximum Likelihood Estimation with Interval Censoring and Left Truncation ⋮ New statistical software for the proportional hazards model with current status data ⋮ Goodness-of-fit test based on information criterion for interval censored data

Uses Software

• bootstrap

Cites Work

• On the convergence properties of the EM algorithm
• Mixture Densities, Maximum Likelihood and the EM Algorithm
• On the Goldstein-Levitin-Polyak gradient projection method
• A Proportional Hazards Model for Arbitrarily Censored and Truncated Data
• Estimating Survival Curves with Left-Truncated and Interval-Censored Data under Monotone Hazards
• Conjugate Gradient Acceleration of the EM Algorithm
• A Proportional Hazards Model for Interval-Censored Failure Time Data
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