Canonical correlation analysis for elliptical copulas
From MaRDI portal
Publication:2022547
DOI10.1016/j.jmva.2020.104715zbMath1464.62311OpenAlexW3118073979MaRDI QIDQ2022547
Benjamin W. Langworthy, John H. Gilmore, Rebecca L. Stephens, Jason P. Fine
Publication date: 29 April 2021
Published in: Journal of Multivariate Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jmva.2020.104715
canonical correlation analysisKendall's tauresampling methodsrobust methodstranselliptical distributions
Measures of association (correlation, canonical correlation, etc.) (62H20) Characterization and structure theory for multivariate probability distributions; copulas (62H05) Applications of statistics to psychology (62P15)
Related Items
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Extensions of Sparse Canonical Correlation Analysis with Applications to Genomic Data
- Statistical analysis of latent generalized correlation matrix estimation in transelliptical distribution
- The meta-elliptical distributions with given marginals
- Nonparametric inference on multivariate versions of Blomqvist's beta and related measures of tail dependence
- On the relation between S-estimators and M-estimators of multivariate location and covariance
- A distribution-free M-estimator of multivariate scatter
- On the theory of elliptically contoured distributions
- Asymptotic theory for canonical correlation analysis
- A simple non-parametric goodness-of-fit test for elliptical copulas
- Affine equivariant multivariate rank methods
- Robust canonical correlations: a comparative study
- Influence functions and efficiencies of the canonical correlation and vector estimates based on scatter and shape matrices
- Estimates of covariance matrix of U-statistic and confidence intervals for Kendall tau
- Copula Structure Analysis
- ON THE DISTRIBUTION OF THE LARGEST OR THE SMALLEST ROOT OF A MATRIX IN MULTIVARIATE ANALYSIS
- Least Median of Squares Regression
- Sparse canonical correlation analysis from a predictive point of view
- Asymptotic distributions in canonical correlation analysis and other multivariate procedures for nonnormal populations
- Transformation of non positive semidefinite correlation matrices
- On the Independence of k Sets of Normally Distributed Statistical Variables
- Multivariate extremes, aggregation and dependence in elliptical distributions
- Scale-Invariant Sparse PCA on High-Dimensional Meta-Elliptical Data
- Canonical analysis of several sets of variables
- RELATIONS BETWEEN TWO SETS OF VARIATES
- A NEW MEASURE OF RANK CORRELATION