A Nonparametric Mixture Model for Cure Rate Estimation
From MaRDI portal
Publication:4668405
DOI10.1111/j.0006-341X.2000.00237.xzbMath1060.62651WikidataQ52118302 ScholiaQ52118302MaRDI QIDQ4668405
Yingwei Peng, Keith B. G. Dear
Publication date: 19 April 2005
Published in: Biometrics (Search for Journal in Brave)
EM algorithmlogistic regressionsurvival datamarginal likelihoodcensored databreast cancerproportional hazards assumption
Nonparametric regression and quantile regression (62G08) Applications of statistics to biology and medical sciences; meta analysis (62P10)
Related Items (only showing first 100 items - show all)
On the estimation of hazard rate in mixed populations with its application ⋮ Modified score function for monotone likelihood in the semiparametric mixture cure model ⋮ Bi-level variable selection in semiparametric transformation mixture cure models for right-censored data ⋮ Nonparametric estimation in mixture cure models with covariates ⋮ Bayesian solution to the monotone likelihood in the standard mixture cure model ⋮ Exposure assessment for Cox proportional hazards cure models with interval‐censored survival data ⋮ A semiparametric promotion time cure model with support vector machine ⋮ Accelerated failure time vs Cox proportional hazards mixture cure models: David vs Goliath? ⋮ A linear spline Cox cure model with its applications ⋮ Semiparametric estimation for accelerated failure time mixture cure model allowing non-curable competing risk ⋮ Association estimation for clustered failure time data with a cure fraction ⋮ Zero-adjusted defective regression models for modeling lifetime data ⋮ A proportional hazard cure model for ordinal responses by self-modeling regression ⋮ Sample size calculation for a proportional hazards mixture cure model with nonbinary covariates ⋮ Estimation in the single change-point hazard function for interval-censored data with a cure fraction ⋮ EM algorithm for the additive risk mixture cure model with interval-censored data ⋮ Firth adjusted score function for monotone likelihood in the mixture cure fraction model ⋮ The ROC of Cox proportional hazards cure models with application in cancer studies ⋮ The proportional mean residual life regression model with cure fraction and auxiliary covariate ⋮ Maximum likelihood estimation for length-biased and interval-censored data with a nonsusceptible fraction ⋮ Semiparametric estimation for proportional hazards mixture cure model allowing non-curable competing risk ⋮ A new semiparametric estimation method for accelerated hazards mixture cure model ⋮ Residual‐based model diagnosis methods for mixture cure models ⋮ Regression modelling of interval censored data based on the adaptive ridge procedure ⋮ A Study of Suicide Risk Using a Cox Cure Model via a Retrospective Sampling and Multiple Imputation ⋮ Cure events in default prediction ⋮ A hard EM algorithm for prediction of the cured fraction in survival data ⋮ Identifying future defaulters: a hierarchical Bayesian method ⋮ Review and implementation of cure models based on first hitting times for Wiener processes ⋮ Interval Mapping of Quantitative Trait Loci for Time‐to‐Event Data with the Proportional Hazards Mixture Cure Model ⋮ SMOOTHING COVARIATE EFFECTS IN CURE MODELS ⋮ A stochastic version of the EM algorithm for mixture cure model with exponentiated Weibull family of lifetimes ⋮ Analyzing left-truncated and right-censored data under Cox models with long-term survivors ⋮ Flexible estimation in cure survival models using Bayesian P-splines ⋮ Maximum likelihood estimation of semiparametric mixture component models for competing risks data ⋮ Properties of estimators of baseline hazard functions in a semiparametric cure model ⋮ Marginal regression of recurrent gap times based on semiparametric transformation cure model ⋮ Piecewise linear approximations for cure rate models and associated inferential issues ⋮ On the likelihood of mixture cure models ⋮ Mixture cure model with an application to interval mapping of quantitative trait loci ⋮ A likelihood-based approach for cure regression models ⋮ Evaluating Medical Underwriters in Life Settlements: Problem of Unreported Deaths ⋮ A general transformation class of semiparametric cure rate frailty models ⋮ A mixture cure-rate model for responses and response times in time-limit tests ⋮ Efficient semiparametric mixture inferences on cure rate models for competing risks ⋮ A presmoothing approach for estimation in the semiparametric Cox mixture cure model ⋮ A Bayesian approach to mixture cure models with spatial frailties for population-based cancer relative survival data ⋮ Marginal analysis of multivariate failure time data with a surviving fraction based on semiparametric transformation cure models ⋮ A log-linear regression model for the \(\beta\)-Birnbaum-Saunders distribution with censored data ⋮ A nonparametric comparison of conditional distributions with nonnegligible cure fractions ⋮ Additive risk model for current status data with a cured subgroup ⋮ A support vector machine based semiparametric mixture cure model ⋮ A marginal regression model for multivariate failure time data with a surviving fraction ⋮ Cure rate model with bivariate interval censored data ⋮ Mixture cure models in credit scoring: if and when borrowers default ⋮ Life expectancy improvement for multiple cure distributions ⋮ Change-point cure models with application to estimating the change-point effect of age of diagnosis among prostate cancer patients ⋮ A semiparametric mixture cure survival model for left-truncated and right-censored data ⋮ Semiparametric estimation methods for the accelerated failure time mixture cure model ⋮ Multiple imputation method for the semiparametric accelerated failure time mixture cure model ⋮ Extending the long-term survivor mixture model with random effects for clustered survival data ⋮ Semiparametric transformation models for interval‐censored data in the presence of a cure fraction ⋮ Semiparametric methods for survival data with measurement error under additive hazards cure rate models ⋮ Variable selection in proportional hazards cure model with time-varying covariates, application to US bank failures ⋮ Mixture cure rate models with accelerated failures and nonparametric form of covariate effects ⋮ Gamma lifetimes and associated inference for interval-censored cure rate model with COM–Poisson competing cause ⋮ A prediction-driven mixture cure model and its application in credit scoring ⋮ A simulation-extrapolation approach for the mixture cure model with mismeasured covariates ⋮ Nonparametric versus Parametric Estimation of the Cure Fraction Using Interval Censored Data ⋮ A class of semiparametric transformation models for survival data with a cured proportion ⋮ A dynamic Mover-Stayer model for recurrent event processes subject to resolution ⋮ Cure Rate Quantile Regression for Censored Data With a Survival Fraction ⋮ Fitting semiparametric cure models ⋮ Classification of ``cured individuals in survival analysis: the mixture approach to the diagnostic-prognostic problem ⋮ Two‐Component Mixture Cure Rate Model with Spline Estimated Nonparametric Components ⋮ A General Class of Semiparametric Transformation Frailty Models for Nonproportional Hazards Survival Data ⋮ A semiparametric cure model for interval‐censored data ⋮ Nonparametric cure rate estimation with covariates ⋮ Joint modeling of longitudinal proportional measurements and survival time with a cure fraction ⋮ Identifiability of cure models revisited ⋮ Fully semiparametric Bayesian approach for modeling survival data with cure fraction ⋮ A semiparametric inverse‐Gaussian model and inference for survival data with a cured proportion ⋮ Vertical modeling: analysis of competing risks data with a cure fraction ⋮ A class of semiparametric cure models with current status data ⋮ Identifiability of cure models ⋮ Proportional hazards models for survival data with long-term survivors ⋮ AN ORDER STATISTICS FOR FLEXIBLE CURE RATE MODEL UNDER LATENT ACTIVATION SCHEMES ⋮ Bayesian estimation of dynamic finite mixtures ⋮ Smooth Semi-nonparametric Analysis for Mixture Cure Models and Its Application to Breast Cancer ⋮ Nonparametric incidence estimation and bootstrap bandwidth selection in mixture cure models ⋮ Nonparametric latency estimation for mixture cure models ⋮ Marginal regression analysis of clustered failure time data with a cure fraction ⋮ Maximum Likelihood Estimation in a Semiparametric Logistic/Proportional-Hazards Mixture Model ⋮ Accelerated hazards mixture cure model ⋮ A new threshold regression model for survival data with a cure fraction ⋮ An extended cure model and model selection ⋮ Bayesian estimations of exponential distribution based on interval-censored data with a cure fraction ⋮ Generating data from improper distributions: application to Cox proportional hazards models with cure ⋮ Computationally Efficient Estimation for the Generalized Odds Rate Mixture Cure Model With Interval-Censored Data ⋮ Maximum likelihood estimation in the proportional hazards cure model
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Exponential mixture models with long-term survivors and covariates
- Estimating the proportion of immunes in a censored sample
- Semi-Parametric Estimation in Failure Time Mixture Models
- Marginal likelihoods based on Cox's regression and life model
- A mixture model combining logistic regression with proportional hazards regression
This page was built for publication: A Nonparametric Mixture Model for Cure Rate Estimation