Resampling Procedures for Making Inference Under Nested Case–Control Studies

DOI10.1080/01621459.2013.856715zbMath1426.62313OpenAlexW1975745750WikidataQ37478738 ScholiaQ37478738MaRDI QIDQ5406378

Tianxi Cai, Yingye Zheng

Publication date: 1 April 2014

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/01621459.2013.856715

zbMATH Keywords

interval estimationresampling methodsrisk predictioninverse probability weightingsimultaneous confidence bandsurvival modelbiomarker studynested case-control (NCC) design

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric statistical resampling methods (62G09) Estimation in survival analysis and censored data (62N02) Reliability and life testing (62N05)

Related Items

Dynamic inference in general nested case‐control designs, Re‐calibrating pure risk integrating individual data from two‐phase studies with external summary statistics, New weighting methods when cases are only a subset of events in a nested case‐control study, Fitting semiparametric accelerated failure time models for nested case–control data, Generalized mean residual life models for case-cohort and nested case-control studies, Assessing incremental value of biomarkers with multi-phase nested case-control studies

Cites Work

• Unnamed Item
• Unnamed Item
• Cox's regression model for counting processes: A large sample study
• On estimation of linear transformation models with nested case-control sampling
• Weighted analyses for cohort sampling designs
• Asymptotic theory for nested case-control sampling in the Cox regression model
• Methods for the analysis of sampled cohort data in the Cox proportional hazards model
• Introduction to empirical processes and semiparametric inference
• Generalized Case–cohort Sampling
• A simple resampling method by perturbing the minimand
• Estimating subject-specific survival functions under the accelerated failure time model
• Censored linear regression for case-cohort studies
• Evaluating prognostic accuracy of biomarkers in nested case-control studies
• Nonparametric Evaluation of Biomarker Accuracy Under Nested Case-Control Studies
• Efficient semiparametric estimation of haplotype-disease associations in case-cohort and nested case-control studies
• A case-cohort design for epidemiologic cohort studies and disease prevention trials
• Comparing three bootstrap methods for survey data
• Retrospective studies and failure time models
• Nonparametric Estimation of Relative Mortality from Nested Case-Control Studies
• Estimation of Absolute Risk from Nested Case-Control Data
• On Sample Reuse Methods for Spatial Data
• A pseudolikelihood approach to analysis of nested case-control studies
• Bootstrap Methods for Time Series
• On blocking rules for the bootstrap with dependent data
• Weighted Likelihood for Semiparametric Models and Two‐phase Stratified Samples, with Application to Cox Regression
• Stratified Case‐Cohort Analysis of General Cohort Sampling Designs
• Maximum likelihood estimation for Cox's regression model under nested case-control sampling
• Impact of the bootstrap on sample surveys