2 papers
stat.ME2026
Fast high-dimensional mean testing via logistic regression
Sayan Das, Debraj Das, Subhajit Dutta
We propose computationally efficient tests for equality of mean vectors of two or more high-dimensional populations. Central to our approach is an equivalence between equality of m…
stat.ME2026
High Dimensional Gaussian and Bootstrap Approximations in Generalized Linear Models
Mayukh Choudhury, Debraj Das
Generalized Linear Model (or GLM) extends the ordinary linear regression by linking the mean of the response variable to covariates through appropriate link functions. GLM is widel…