Testing independence between two spatial random fields
type: Item
instance of: scholarly article
title: Testing independence between two spatial random fields
author: Shih-Hao Huang
author: Hsin-Cheng Huang
author: Ruey S. Tsay
author: Guangming Pan
publication date: 2022-10-18T00:00:00Z
Mathematics Subject Classification ID: 62P12
zbMATH DE Number: 7603059
zbMATH Keywords: canonical correlation analysis
zbMATH Keywords: dimension reduction
zbMATH Keywords: high-dimensional test
zbMATH Keywords: irregularly spaced data
zbMATH Keywords: multiresolution spline basis functions
zbMATH Keywords: teleconnection
zbMATH Keywords: Tracy-Widom distribution
describes a project that uses: PMA
describes a project that uses: FRK
MaRDI profile type: Publication
full work available at URL: s13253-020-00421-3
OpenAlex ID: W3092453304
cites work: Canonical correlation coefficients of high-dimensional Gaussian vectors: finite rank case
cites work: THE STATISTICAL SIGNIFICANCE OF CANONICAL CORRELATIONS
cites work: Q4363994
cites work: Fixed Rank Kriging for Very Large Spatial Data Sets
cites work: Q3058567
cites work: RELATIONS BETWEEN TWO SETS OF VARIATES
cites work: Multivariate analysis and Jacobi ensembles: largest eigenvalue, Tracy-Widom limits and rates of convergence
cites work: On Consistency and Sparsity for Principal Components Analysis in High Dimensions
cites work: Q5449216
cites work: Multivariate regression analysis and canonical variates
cites work: A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis
cites work: Independence test for high dimensional data based on regularized canonical correlation coefficients
DOI: 10.1007/S13253-020-00421-3
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published in: Journal of Agricultural, Biological and Environmental Statistics
description: scientific article; zbMATH DE number 7603059