Adjustments of multi-sample \(U\)-statistics to right censored data and confounding covariates

DOI10.1016/j.csda.2019.01.012OpenAlexW2912764889MaRDI QIDQ1737995

Yichen Chen, Somnath Datta

Publication date: 29 March 2019

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2019.01.012

zbMATH Keywords

Wilcoxon test\(U\)-statisticsobservational studiescensored dataMann-Whitneyrank sum test

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric hypothesis testing (62G10) Applications of statistics to biology and medical sciences; meta analysis (62P10) Testing in survival analysis and censored data (62N03)

Related Items (4)

U-Statistics for left truncated and right censored data ⋮ Uniform in bandwidth consistency of conditional \(U\)-statistics adaptive to intrinsic dimension in presence of censored data ⋮ On the variable bandwidth kernel estimation of conditional \(U\)-statistics at optimal rates in sup-norm ⋮ Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional \(U\)-statistics involving functional data

Cites Work

• The jackknife estimate of variance
• Survival analysis. Techniques for censored and truncated data.
• Inverse Probability of Censoring Weighted U-statistics for Right-Censored Data with an Application to Testing Hypotheses
• The central role of the propensity score in observational studies for causal effects
• The role of the propensity score in estimating dose-response functions
• Use of Ranks in One-Criterion Variance Analysis
• A DISTRIBUTION-FREE k-SAMPLE TEST AGAINST ORDERED ALTERNATIVES
• Statistical models based on counting processes
• Unnamed Item

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