Conditional maximum likelihood estimation for semiparametric transformation models with doubly truncated data

DOI10.1016/J.CSDA.2019.106862zbMath1504.62042OpenAlexW2979716526MaRDI QIDQ2291298

Huichen Hsu, Pao-sheng Shen

Publication date: 30 January 2020

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

Full work available at URL: https://doi.org/10.1016/j.csda.2019.106862

zbMATH Keywords

conditional independenceconditional maximum likelihooddouble truncationsemiparametric transformation model

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Point estimation (62F10) Estimation in survival analysis and censored data (62N02)

Related Items (3)

Regression analysis of doubly truncated data based on pseudo-observations ⋮ Quantile regression for doubly truncated data ⋮ Cox regression model under dependent truncation

Uses Software

• DTDA

Cites Work

• Unnamed Item
• Unnamed Item
• Cox regression model with doubly truncated data
• Nonparametric analysis of doubly truncated data
• Statistical inference based on the nonparametric maximum likelihood estimator under double-truncation
• Maximum likelihood estimation for a special exponential family under random double-truncation
• Asymptotic inference for maximum likelihood estimators under the special exponential family with double-truncation
• Nonparametric maximum likelihood estimation for dependent truncation data based on copulas
• An algorithm for estimating survival under a copula-based dependent truncation model
• Semiparametric inference for an accelerated failure time model with dependent truncation
• Multivariate normal distribution approaches for dependently truncated data
• Analysis of transformation models with doubly truncated data
• A goodness-of-fit test for parametric models based on dependently truncated data
• Bayesian estimation of a lifetime distribution under double truncation caused by time-restricted data collection
• Jackknife methods for left-truncated data
• The jackknife estimate of variance of a Kaplan-Meier integral
• Conditional maximum likelihood estimation in semiparametric transformation model with LTRC data
• Nonparametric regression with doubly truncated data
• Permutation tests for general dependent truncation
• Pseudo maximum likelihood estimation for the Cox model with doubly truncated data
• Regression analysis of interval censored and doubly truncated data with linear transformation models
• Pseudo MLE for semiparametric transformation model with doubly truncated data
• Semiparametric Analysis of Doubly Truncated Data
• Inverse probability weighted Cox regression for doubly truncated data
• Jackknifing the kaplan-meier survival estimator for censored data: Simulation results and asymptotic analysis
• Efficient estimation of semiparametric transformation models for counting processes
• Estimating survival under a dependent truncation
• Bootstrapping the NPMLE for doubly truncated data
• Product limit estimates: a generalized maximum likelihood study
• A Semiparametric Model for Randomly Truncated Data
• Inference Based on Retrospective Ascertainment: An Analysis of the Data on Transfusion-Related AIDS
• Analysis of transformation models with censored data
• Asymptotic Statistics
• Semiparametric analysis of transformation models with censored data
• Nonparametric Methods for Doubly Truncated Data
• Analysis of Doubly Truncated Data
• Semiparametric analysis of transformation models with dependently left-truncated and right-censored data
• Testing Quasi-Independence of Failure and Truncation Times via Conditional Kendall's Tau
• Estimating a distribution function with truncated data

This page was built for publication: Conditional maximum likelihood estimation for semiparametric transformation models with doubly truncated data