39 citations · 76 across the 6 of their papers we have counts for
3 papers · 1 filter
Direct Bayesian Regression for Distribution-valued Covariates
Bohao Tang, Sandipan Pramanik, Yi Zhao +2
In this manuscript, we study the problem of scalar-on-distribution regression; that is, instances where subject-specific distributions or densities, or in practice, repeated measur…
Structure Adaptive Elastic-Net
Sandipan Pramanik, Xianyang Zhang
Penalized linear regression is of fundamental importance in high-dimensional statistics and has been routinely used to regress a response on a high-dimensional set of predictors. I…
A Modified Sequential Probability Ratio Test
Sandipan Pramanik, Valen E. Johnson, Anirban Bhattacharya
We describe a modified sequential probability ratio test that can be used to reduce the average sample size required to perform statistical hypothesis tests at specified levels of…