Abstract
The growing necessity of analyzing large data sets raises the problem of developing strategies to make statistical analyses in the age of Big Data. A very popular method in statistical analyses are regression models, technique used when explanatory variables are used to model some response variable of interest. When the number of explanatory variables is too large compared to sample size,…