Model selection in nonparametric hazard regression
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Publication:5297085
DOI10.1080/10485250601027042zbMath1116.62106OpenAlexW2078364575MaRDI QIDQ5297085
Publication date: 18 July 2007
Published in: Journal of Nonparametric Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/10485250601027042
Applications of functional analysis in probability theory and statistics (46N30) Analysis of variance and covariance (ANOVA) (62J10) Estimation in survival analysis and censored data (62N02)
Related Items
Penalized likelihood and Bayesian function selection in regression models, Model Selection for Cox Models with Time-Varying Coefficients, Feature screening in ultrahigh-dimensional varying-coefficient Cox model, Variable selection in Cox regression models with varying coefficients, ACCELERATED FAILURE TIME MODELS WITH NONLINEAR COVARIATES EFFECTS, Penalized variable selection procedure for Cox models with semiparametric relative risk, Shrinkage variable selection and estimation in proportional hazards models with additive structure and high dimensionality, Feature screening in ultrahigh-dimensional additive Cox model, Partially Linear Structure Selection in Cox Models with Varying Coefficients
Uses Software
Cites Work
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- Local partial-likelihood estimation for lifetime data
- Component selection and smoothing in multivariate nonparametric regression
- Modeling survival data: extending the Cox model
- Variable selection for Cox's proportional hazards model and frailty model
- Nonparametric estimation in the Cox model
- Minimizing GCV/GML Scores with Multiple Smoothing Parameters via the Newton Method
- Smoothing Spline Gaussian Regression: More Scalable Computation via Efficient Approximation
- Hazard Regression
- Variable Selection and Model Building via Likelihood Basis Pursuit
- Smoothing spline ANOVA models
