Robust nonparametric hypothesis tests for differences in the covariance structure of functional data

Cites Work

Unnamed Item
Tests for separability in nonparametric covariance operators of random surfaces
Testing for a change in covariance operator
Multivariate functional outlier detection
Depth estimators and tests based on the likelihood principle with application to regression
Application of a delta-method for random operators to testing equality of two covariance operators
Robust estimation and classification for functional data via projection-based depth notions
On depth measures and dual statistics. A methodology for dealing with general data
Testing equality between several populations covariance operators
Depth-based nonparametric description of functional data, with emphasis on use of spatial depth
On a general definition of depth for functional data
Data depth for measurable noisy random functions
Functional GARCH models: the quasi-likelihood approach and its applications
General notions of statistical depth function.
Trimmed means for functional data
Penalized discriminant analysis
A nonparametric multivariate multisample test based on data depth
Inference on covariance operators via concentration inequalities: \(k\)-sample tests, classification, and clustering via Rademacher complexities
Two sample inference for the second-order property of temporally dependent functional data
Permutation tests for the equality of covariance operators of functional data with applications to evolutionary biology
Simplicial band depth for multivariate functional data
Distances and inference for covariance operators
Functional Generalized Autoregressive Conditional Heteroskedasticity
On Sample Size of the Kruskal-Wallis Test with Application to a Mouse Peritoneal Cavity Study
Data depth-based nonparametric scale tests
A Rank Sum Test for Comparing All Pairs of Treatments
Rank-Sum Tests for Dispersions
A Nonparametric Sum of Ranks Procedure for Relative Spread in Unpaired Samples
A martingale approach to central limit theorems for exchangeable random variables
Testing the Equality of Covariance Operators in Functional Samples
Depth Measures for Multivariate Functional Data
Multivariate Functional Halfspace Depth
Bootstrapping covariance operators of functional time series
Homogeneity test for functional data
Robust multivariate change point analysis based on data depth
Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators
On the Concept of Depth for Functional Data
Second-Order Comparison of Gaussian Random Functions and the Geometry of DNA Minicircles
Bootstrap-based testing of equality of mean functions or equality of covariance operators for functional data
Percentile Modifications of Two Sample Rank Tests
Rectangular Confidence Regions for the Means of Multivariate Normal Distributions
A Nonparametric test for the Several Sample Problem
On a Heuristic Method of Test Construction and its use in Multivariate Analysis

This page was built for publication: Robust nonparametric hypothesis tests for differences in the covariance structure of functional data