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20162021
most citedConfidence Bands for Coefficients in High Dimensional Linear Models with Error-in-variables

3 citations · 7 across the 5 of their papers we have counts for

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stat.AP2016

Analysis of High Dimensional Compositional Data Containing Structural Zeros with Applications to Microbiome Data

Abhishek Kaul, Ori Davidov, Shyamal D. Peddada

This paper is motivated by the recent interest in the analysis of high dimen- sional microbiome data. A key feature of this data is the presence of `structural zeros' which are mic…

stat.ME2016

Two Stage Non-penalized Corrected Least Squares for High Dimensional Linear Models with Measurement error or Missing Covariates

Abhishek Kaul, Hira L. Koul, Akshita Chawla +1

This paper provides an alternative to penalized estimators for estimation and vari- able selection in high dimensional linear regression models with measurement error or missing co…