3 citations · 3 across the 1 of their papers we have counts for
2 papers
stat.ME2024★ 3 cited
Improved LARS algorithm for adaptive LASSO in the linear regression model
Manickavasagar Kayanan, Pushpakanthie Wijekoon
The adaptive LASSO has been used for consistent variable selection in place of LASSO in the linear regression model. In this article, we propose a modified LARS algorithm to combin…
math.ST2018
Optimal estimators in misspecified linear regression model with an application to real-world data
Manickavasagar Kayanan, Pushpakanthie Wijekoon
In this article, we propose the Sample Information Optimal Estimator (SIOE) and the Stochastic Restricted Optimal Estimator (SROE) for misspecified linear regression model when mul…