Density estimation under a two-sample semiparametric model

DOI10.1080/10485250500039346zbMath1076.62038OpenAlexW2083910942MaRDI QIDQ5712069

Jing Qin, Biao Zhang

Publication date: 22 December 2005

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

Full work available at URL: https://doi.org/10.1080/10485250500039346

zbMATH Keywords

bandwidthkernel density estimatorsimulationslogistic regressionbiased sampling problemretrospective samplingcase control dataheart disease data

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20)

Related Items

Empirical likelihood inference and goodness-of-fit test for logistic regression model under two-phase case-control sampling ⋮ A Bayesian discriminant analysis method under semiparametric density ratio models ⋮ Merging information for a semiparametric projection density estimation ⋮ Maximum approximate Bernstein likelihood estimation in a two-sample semiparametric model ⋮ Fuzzy density estimation ⋮ Bayesian semiparametric density ratio modelling with applications to medical malpractice reform ⋮ Semiparametric regression in testicular germ cell data ⋮ Efficient and robust density estimation using Bernstein type polynomials ⋮ Using logistic regression for semiparametric comparison of population means and variances ⋮ Projection density estimation under a \(m\)-sample semiparametric model ⋮ Out-of-sample fusion in risk prediction

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Empirical distributions in selection bias models
• Large sample theory of empirical distributions in biased sampling models
• Nonparametric estimation in the presence of length bias
• Empirical likelihood in biased sample problems
• Using specially designed exponential families for density estimation
• A cross-validation bandwidth choice for kernel density estimates with selection biased data
• Nonparametric density estimation with a parametric start
• Using logistic regression procedures for estimating receiver operating characteristic curves
• Kernel density estimation for length biased data
• A family of nonparametric statistics for comparing diagnostic markers with paired or unpaired data
• Empirical likelihood confidence intervals for nonparametric density estimation
• Hazards regression analysis for length-biased data
• Logistic disease incidence models and case-control studies
• Some results on the estimation of logistic models based on retrospective data
• Monte Carlo Study of Three Data-Based Nonparametric Probability Density Estimators
• The Analysis of Retrospectively Ascertained Data in the Presence of Reporting Delays
• Multivariate logistic compounds
• Maximum likelihood estimation in semiparametric selection bias models with application to AIDS vaccine trials
• A goodness-of-fit test for logistic regression models based on case-control data
• Statistical Methods for Assessing Differential Vaccine Protection Against Human Immunodeficiency Virus Types
• Separate sample logistic discrimination