Nonparametric survival analysis with time-dependent covariate effects: A penalized partial likelihood approach
From MaRDI portal
Publication:920509
DOI10.1214/aos/1176347503zbMath0708.62035OpenAlexW2083313352MaRDI QIDQ920509
Publication date: 1990
Published in: The Annals of Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1214/aos/1176347503
asymptotic normalityCox modelnonparametric regressionhazard functionConsistencymartingale theorypenalized partial likelihoodpenalized maximum likelihood estimationSobolev-spaces
Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) General nonlinear regression (62J02)
Related Items
An additive Cox model for coronary heart disease study, Estimation of average causal effect using the restricted mean residual lifetime as effect measure, Erosion of Regression Effect in a Survival Study, Smoothing Spline ANOVA Frailty Model for Recurrent Event Data, Scalable proximal methods for cause-specific hazard modeling with time-varying coefficients, Bayesian Approach for Interval-Censored Survival Data with Time-Varying Coefficients, Nonparametric modeling of the gap time in recurrent event data, Adjusted Interim Survival Analysis Under Nonproportional Hazards, Model Selection for Cox Models with Time-Varying Coefficients, Efficient estimation and computation in generalized varying coefficient models with unknown link and variance functions for large-scale data, Estimation in varying-coefficient proportional hazard regression model, Hypothesis testing for an extended cox model with time-varying coefficients, Predicting effective customer lifetime: an application of survival analysis for telecommunication industry, Identification of local sparsity and variable selection for varying coefficient additive hazards models, Marginal Regression Model with Time-Varying Coefficients for Panel Data, Handling missing birthdates in marginal regression analysis with recurrent events, Penalized likelihood estimation: Convergence under incorrect model, Cox proportional hazards models with left truncation and time‐varying coefficient: Application of age at event as outcome in cohort studies, Stratified Cox models with time‐varying effects for national kidney transplant patients: A new blockwise steepest ascent method, Empirical likelihood for the class of single index hazard regression models, Estimating Monotonic Hazard Ratio Functions of Time, Kernel regression for cause-specific hazard models with time-dependent coefficients, Semiparametric Approaches for Joint Modeling of Longitudinal and Survival Data with Time-Varying Coefficients, A more flexible joint latent model for longitudinal and survival time data, Survival Analysis via Ordinary Differential Equations, A comparative study of nonparametric estimation in Weibull regression: a penalized likelihood approach, A Kernel Log-Rank Test of Independence for Right-Censored Data, Nonparametric regression models for right-censored data using Bernstein polynomials, Partially varying coefficient single index proportional hazards regression models, Estimating Cumulative Treatment Effects in the Presence of Nonproportional Hazards, Analysis of the time-varying Cox model for the cause-specific hazard functions with missing causes, Multistate life‐tables and regression models, Time-dependent coefficients in a Cox-type regression model, Testing and Estimation of Time‐Varying Cause‐Specific Hazard Ratios with Covariate Adjustment, Empirical Likelihood Inference for the Cox Model with Time‐dependent Coefficients via Local Partial Likelihood, Cox regression model with time-varying coefficients in nested case-control studies, Additive time-dependent hazard model with doubly truncated data, Efficient Semiparametric Estimation of Short‐Term and Long‐Term Hazard Ratios with Right‐Censored Data, Estimation in hazard regression models under ordered departures from proportionality, Estimation of Causal Odds of Concordance using the Aalen Additive Model, Variable selection and model choice in structured survival models, Bayesian Analysis of the Proportional Hazards Model with Time‐Varying Coefficients, Penalized likelihood hazard estimation: Efficient approximation and Bayesian confidence inter\-vals, Efficient Estimation of the Partly Linear Additive Hazards Model with Current Status Data, Regression Modeling of Semicompeting Risks Data, Bayesian Estimators for Conditional Hazard Functions, A goodness-of-fit test for generalised conditional linear models under left truncation and right censoring, Predictive capability of stratified proportional hazards models, On the random effects Cox model with time-varying regression parameter, Penalized variable selection procedure for Cox models with semiparametric relative risk, Local likelihood with time‐varying additive hazards model, Local partial-likelihood estimation for lifetime data, The Mizon–Richard Encompassing Test for the Cox and Aalen Additive Hazards Models, Varying-coefficient model for the occurrence rate function of recurrent events, Estimation of partially linear single-index additive hazards model with current status data, Penalized pseudo-likelihood hazard estimation: A fast alternative to penalized likelihood, Survival Analysis with Time-Varying Regression Effects Using a Tree-Based Approach, Additive two-way hazards model with varying coefficients, Regression analysis based on conditional likelihood approach under semi-competing risks data, An introduction to survival models: in honor of Ross Prentice, Cox regression models with functional covariates for survival data, A Semiparametrically Efficient Estimator of the Time‐Varying Effects for Survival Data with Time‐Dependent Treatment, Stacked Laplace-EM algorithm for duration models with time-varying and random effects, Penalized empirical likelihood for the sparse Cox regression model, Least squares estimation of varying-coefficient hazard regression with application to breast cancer dose-intensity data, Time-dependent coefficients in a multi-event model for survival analysis, Smoothing Spline-Based Score Tests for Proportional Hazards Models
