116 citations · 312 across the 11 of their papers we have counts for
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stat.ME2016★ 8 cited
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…
stat.ME2016★ 4 cited
An Adaptive-to-Model Test for Parametric Single-Index Errors-in-Variables Models
Hira L. Koul, Chuanlong Xie, Lixing Zhu
This paper provides some useful tests for fitting a parametric single-index regression model when covariates are measured with error and validation data is available. We propose tw…