Adaptive Confidence Intervals for the Test Error in Classification
From MaRDI portal
Publication:3111186
DOI10.1198/jasa.2010.tm10053zbMath1229.62085OpenAlexW2022119541WikidataQ41488312 ScholiaQ41488312MaRDI QIDQ3111186
Eric B. Laber, Susan A. Murphy
Publication date: 18 January 2012
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Full work available at URL: http://europepmc.org/articles/pmc3285493
Parametric tolerance and confidence regions (62F25) Classification and discrimination; cluster analysis (statistical aspects) (62H30)
Related Items (18)
Interval estimation for minimal clinically important difference and its classification error via a bootstrap scheme ⋮ Concentration inequalities of the cross-validation estimator for empirical risk minimizer ⋮ Statistical inference for the mean outcome under a possibly non-unique optimal treatment strategy ⋮ Functional Feature Construction for Individualized Treatment Regimes ⋮ The geometry of least squares in the 21st century ⋮ The numerical bootstrap ⋮ Risk prediction with imperfect survival outcome information from electronic health records ⋮ Dynamic treatment regimes: technical challenges and applications ⋮ Optimal Treatment Regimes: A Review and Empirical Comparison ⋮ Pretest estimation in combining probability and non-probability samples ⋮ Kernel machines with missing responses ⋮ Confidence Intervals for Low Dimensional Parameters in High Dimensional Linear Models ⋮ Regularized outcome weighted subgroup identification for differential treatment effects ⋮ Accounting for clinical covariates and interactions in ranking genomic markers using ROC ⋮ Unnamed Item ⋮ Inference for Optimal Dynamic Treatment Regimes Using an Adaptive m ‐Out‐of‐ n Bootstrap Scheme ⋮ \(Q\)- and \(A\)-learning methods for estimating optimal dynamic treatment regimes ⋮ Estimating Individualized Treatment Rules Using Outcome Weighted Learning
This page was built for publication: Adaptive Confidence Intervals for the Test Error in Classification
