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stat.ME2019★ 1 cited
Robust Variable Selection Criteria for the Penalized Regression
Abhijit Mandal, Samiran Ghosh
We propose a robust variable selection procedure using a divergence based M-estimator combined with a penalty function. It produces robust estimates of the regression parameters an…
stat.ME2019
An Optimal Test for the Additive Model with Discrete or Categorical Predictors
Abhijit Mandal
In multivariate nonparametric regression the additive models are very useful when a suitable parametric model is difficult to find. The backfitting algorithm is a powerful tool to…
stat.ME2019
Stratified Random Sampling for Dependent Inputs
Anirban Mondal, Abhijit Mandal
A new approach of obtaining stratified random samples from statistically dependent random variables is described. The proposed method can be used to obtain samples from the input s…