Permuting incomplete paired data: a novel exact and asymptotic correct randomization test

DOI10.1080/00949655.2016.1249871OpenAlexW2962790514MaRDI QIDQ5106842

Markus Pauly, Lubna Amro

Publication date: 22 April 2020

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1603.00214

zbMATH Keywords

permutation testsrandomization testsmissing valuesStudent's \(t\)-testWelch test

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Nonparametric statistical resampling methods (62G09)

Related Items

Analyzing partially paired data: when can the unpaired portion(s) be safely ignored? ⋮ Testing marginal homogeneity of a continuous bivariate distribution with possibly incomplete paired data ⋮ Robust testing procedures for scale differences in paired data ⋮ Asymptotic‐based bootstrap approach for matched pairs with missingness in a single arm ⋮ Applications of conditional power function of two-sample permutation test ⋮ Predicting missing values: a comparative study on non-parametric approaches for imputation ⋮ Nonparametric procedures for partially paired data in two groups

Uses Software

• R

Cites Work

• Unnamed Item
• Unnamed Item
• Studentized permutation tests for non-i.i.d. hypotheses and the generalized Behrens-Fisher problem
• Discussion about the quality of F-ratio resampling tests for comparing variances
• Exact and asymptotically robust permutation tests
• Permutation test for incomplete paired data with application to cDNA microarray data
• Testing equality of correlation coefficients in two populations via permutation methods
• Bootstrapping and permuting paired \(t\)-test type statistics
• Asymptotically valid and exact permutation tests based on two-sample \(U\)-statistics
• A Studentized permutation test for the non-parametric Behrens-Fisher problem
• Testing nonparametric statistical functionals with applications to rank tests
• How do bootstrap and permutation tests work?
• The emperor's new tests. (With comments and a rejoinder).
• Permutation, parametric and bootstrap tests of hypotheses.
• Nonparametric symmetry tests for statistical functionals.
• A Studentized permutation test for the nonparametric Behrens-Fisher problem in paired data
• Asymptotic expansion for the null distribution of the \(F\)-statistic in one-way ANOVA under non-normality
• Resampling Student's \(t\)-type statistics
• Asymptotic properties of a two sample randomized test for partially dependent data
• Accurate mean comparisons for paired samples with missing data: An application to a smoking-cessation trial
• Finite-sample consistency of combination-based permutation tests with application to repeated measures designs
• On Testing Equality of Means in the Paired Case with Incomplete Data on Both Responses
• A monte carlo investigation of a statistic for a bivariate missing data problem
• On comparing means in the paired case with incomplete data on both responses
• Testing equality of means of correlated variates with missing observations on both responses
• A test for equality of means of two correlated normal variates with missing data on both responses
• On difference of means with incomplete data
• A PERMUTATION PAIRED TEST ALLOWING FOR MISSING VALUES
• CLT For U-statistics With Growing Dimension
• Notes on two sample tests for partially correlated (paired) data
• Testing equality of two normal means using combined samples of paired and unpaired data
• Asymptotic Permutation Tests in General Factorial Designs
• Most powerful conditional tests
• Testing Statistical Hypotheses
• Linear mixed models for longitudinal data