Journal of Multivariate Analysis

Title Publication Date Language Citations
Shrinkage estimators of BLUE for time series regression modelsEnglish
Testing homogeneity in high dimensional data through random projections2024/03/01English
A novel positive dependence property and its impact on a popular class of concordance measures2024/03/01English
Estimation of sparse covariance matrix via non-convex regularizationEnglish
Tests for equality of several covariance matrix functions for multivariate functional data2024/01/01English
Flexible nonlinear inference and change-point testing of high-dimensional spectral density matrices2024/01/01English
Matrix-valued isotropic covariance functions with local extrema2024/03/01English
Non-asymptotic robustness analysis of regression depth median2024/01/01English
Efficient calibration of computer models with multivariate outputEnglish
On extreme quantile region estimation under heavy-tailed elliptical distributionsEnglish
Online stochastic Newton methods for estimating the geometric median and applicationsEnglish
A consistent test of equality of distributions for Hilbert-valued random elementsEnglish
Latent model extreme value index estimationEnglish
Variable selection in multivariate regression models with measurement error in covariatesEnglish
Exact test theory in Gaussian graphical models2023/07/01English
Region selection in Markov random fields: Gaussian case2023/07/01English
On the exploration of regression dependence structures in multidimensional contingency tables with ordinal response variables2023/07/01English
Depth-weighted means of noisy data: An application to estimating the average effect in heterogeneous panels2023/07/01English
Learning Gaussian graphical models with latent confounders2023/11/01English
High-dimensional hypothesis testing for allometric extension model2023/09/01English
A new covariate selection strategy for high dimensional data in causal effect estimation with multivariate treatments2023/09/01English
Recovery of partly sparse and dense signals2023/05/01English
Penalized Whittle likelihood for spatial data2023/05/01English
Multivariate directional tail-weighted dependence measures2024/04/01English
A fast and accurate kernel-based independence test with applications to high-dimensional and functional dataEnglish
Testing distributional equality for functional random variables2024/04/01English
Test of conditional independence in factor models via Hilbert–Schmidt independence criterion2024/01/01English
On testing the equality of latent roots of scatter matrices under ellipticity2024/01/01English
Estimation in nonparametric functional-on-functional models with surrogate responses2023/11/01English
Uniformly valid inference based on the Lasso in linear mixed models2023/11/01English