Dimension-reduced nonparametric maximum likelihood computation for interval-censored data

DOI10.1016/j.csda.2007.10.018zbMath1452.62257OpenAlexW1998724727MaRDI QIDQ134612

Yong Wang, Yong Wang

Publication date: January 2008

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

Full work available at URL: https://doi.org/10.1016/j.csda.2007.10.018

zbMATH Keywords

survival functioncensored datanonparametric maximum likelihoodconstrained Newton methoditerative convex minorant algorithmsubspace-based Newton method

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric estimation (62G05) Estimation in survival analysis and censored data (62N02)

Related Items (13)

Classification using semiparametric mixtures ⋮ Modelling of count data using nonparametric mixtures ⋮ Nonparametric estimation of waiting time distributions in a Markov model based on current status data ⋮ Nonparametric maximum likelihood computation of a \(U\)-shaped hazard function ⋮ A class of semiparametric transformation cure models for interval-censored failure time data ⋮ On testing alternative classes of life distribution with guaranteed survival times ⋮ D-optimal designs via a cocktail algorithm ⋮ Nonparametric multivariate density estimation using mixtures ⋮ Efficient computation of nonparametric survival functions via a hierarchical mixture formulation ⋮ Study of an imputation algorithm for the analysis of interval-censored data ⋮ Semiparametric regression analysis of doubly censored failure time data from cohort studies ⋮ npsurv ⋮ Goodness-of-fit test based on information criterion for interval censored data

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