3 citations · 4 across the 3 of their papers we have counts for
3 papers
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…
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…
Stochastic Restricted Biased Estimators in misspecified regression model with incomplete prior information
Manickavasagar Kayanan, Pushpakanthie Wijekoon
In this article, the analysis of misspecification was extended to the recently introduced stochastic restricted biased estimators when multicollinearity exists among the explanator…