A Cox‐Aalen Model for Interval‐censored Data

DOI10.1111/sjos.12113zbMath1364.62241OpenAlexW1911684645MaRDI QIDQ5251485

Audrey Boruvka, Richard J. Cook

Publication date: 20 May 2015

Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/sjos.12113

zbMATH Keywords

quadratic programmingmaximum likelihood estimationsemiparametric modelsurvival dataprofile likelihood

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Estimation in survival analysis and censored data (62N02)

Related Items

Regression modelling of interval censored data based on the adaptive ridge procedure ⋮ The Cox-Aalen model for doubly censored data ⋮ The Cox–Aalen model for recurrent‐event data with a dependent terminal event ⋮ A multiple imputation approach for the Cox-Aalen cure model with interval-censored data ⋮ The Cox-Aalen model for left-truncated and mixed interval-censored data ⋮ Multiple linear regression models for random intervals: a set arithmetic approach

Uses Software

• R
• CPLEX
• Interval

Cites Work

• Two likelihood-based semiparametric estimation methods for panel count data with covariates
• Cox regression for mixed case interval-censored data with covariate errors
• Generalized MLE of a joint distribution function with multivariate interval-censored data
• Efficient estimation for the proportional hazards model with interval censoring
• Dynamic regression models for survival data.
• The statistical analysis of interval-censored failure time data.
• Efficient algorithms for computing the non and semi-parametric maximum likelihood estimates with panel count data
• A Spline-Based Semiparametric Maximum Likelihood Estimation Method for the Cox Model with Interval-Censored Data
• Hazard Regression for Interval-Censored Data with Penalized Spline
• Extensions and Applications of the Cox‐Aalen Survival Model
• A Proportional Hazards Model for Arbitrarily Censored and Truncated Data
• An Additive–Multiplicative Cox–Aalen Regression Model
• On Profile Likelihood
• Maximum Likelihood Estimation for the Proportional Hazards Model with Partly Interval-Censored Data
• A Proportional Hazards Model for Interval-Censored Failure Time Data
• Estimating a Unimodal Distribution From Interval-Censored Data
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