3 papers
stat.ME2025
Uniform-over-dimension location tests for multivariate and high-dimensional data
Ritabrata Karmakar, Joydeep Chowdhury, Subhajit Dutta +1
Asymptotic methods for hypothesis testing in high-dimensional data usually require the dimension of the observations to increase to infinity, often with an additional relationship…
stat.ME2024
Robust Maximum -Likelihood Covariance Estimation for Replicated Spatial Data
Sihan Chen, Joydeep Chowdhury, Marc G. Genton
Parameter estimation with the maximum -likelihood estimator (MLE) is an alternative to the maximum likelihood estimator (MLE) that considers the -th power of the likelih…
math.ST2024
Uniform-over-dimension convergence with application to location tests for high-dimensional data
Joydeep Chowdhury, Subhajit Dutta, Marc G. Genton
Asymptotic methods for hypothesis testing in high-dimensional data usually require the dimension of the observations to increase to infinity, often with an additional condition on…