An overview of tests on high-dimensional means
type: Item
instance of: scholarly article
title: An overview of tests on high-dimensional means
zbMATH Open document ID: 1493.62342
author: Changcheng Li
author: Song-Shan Yang
author: Yuan Huang
author: Runze Li
published in: Journal of Multivariate Analysis
publication date: 2022-01-03T00:00:00Z
Mathematics Subject Classification ID: 62H15
Mathematics Subject Classification ID: 62F03
zbMATH DE Number: 7451341
zbMATH Keywords: Hotelling's \(T^2\) test
zbMATH Keywords: multiple comparison
zbMATH Keywords: projection test
zbMATH Keywords: regularization method
MaRDI profile type: Publication
full work available at URL: j.jmva.2021.104813
OpenAlex ID: W3197173810
cites work: Q4420195
cites work: Q4882268
cites work: A nonparametric two-sample test applicable to high dimensional data
cites work: Two-Sample Test of High Dimensional Means Under Dependence
cites work: Two-sample tests of high-dimensional means for compositional data
cites work: Tests for high-dimensional data based on means, spatial signs and spatial ranks
cites work: Simulation‐based hypothesis testing of high dimensional means under covariance heterogeneity
cites work: Two-sample and ANOVA tests for high dimensional means
cites work: A Regularized Hotelling’sT2Test for Pathway Analysis in Proteomic Studies
cites work: A two-sample test for high-dimensional data with applications to gene-set testing
cites work: Empirical likelihood test for a large-dimensional mean vector
cites work: Q4147471
cites work: A High Dimensional Two Sample Significance Test
cites work: A Significance Test for the Separation of Two Highly Multivariate Small Samples
cites work: Higher criticism for large-scale inference, especially for rare and weak effects
cites work: Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
cites work: Statistical Foundations of Data Science
cites work: On the Power Behaviour of Läuter's Exact Multivariate One‐sided Tests
cites work: On asymptotically optimal confidence regions and tests for high-dimensional models
cites work: A Two-Sample Test for Equality of Means in High Dimension
cites work: Asymptotically independent U-statistics in high-dimensional testing
cites work: Robust multivariate nonparametric tests via projection averaging
cites work: Exact t and F Tests for Analyzing Studies with Multiple Endpoints
cites work: Multivariate tests based on left-spherically distributed linear scores
cites work: An adaptable generalization of Hotelling's $T^2$ test in high dimension
cites work: A simpler spatial-sign-based two-sample test for high-dimensional data
cites work: A general theory of hypothesis tests and confidence regions for sparse high dimensional models
cites work: Q4327561
cites work: Linear hypothesis testing for high dimensional generalized linear models
cites work: A test for the mean vector with fewer observations than the dimension under non-normality
cites work: A test for the mean vector with fewer observations than the dimension
cites work: A high-dimensional two-sample test for the mean using random subspaces
cites work: Q4864293
cites work: High dimensional two-sample test based on the inter-point distance
cites work: A High-Dimensional Nonparametric Multivariate Test for Mean Vector
cites work: Q4921671
cites work: Q5785678
cites work: An adaptive two-sample test for high-dimensional means
cites work: Distribution and correlation-free two-sample test of high-dimensional means
cites work: Nearly unbiased variable selection under minimax concave penalty
cites work: A Simple Two-Sample Test in High Dimensions Based on L2-Norm
cites work: Confidence Intervals for Low Dimensional Parameters in High Dimensional Linear Models
cites work: Tests alternative to higher criticism for high-dimensional means under sparsity and column-wise dependence
DOI: 10.1016/J.JMVA.2021.104813
description: scientific article; zbMATH DE number 7451341