Nitesh JindalFitting Multiple Linear Regression Model, Model Probing & ValidationIn this article, I will explain on how to build a multiple linear regression model, & will emphasize on the important model parameters & we…5 min read·May 15, 2021----
Nitesh JindalMaximum Likelihood EstimationLet us take the below sample income dataset for understanding Maximum Likelihood Estimation. Sample data has 20 observations of members…4 min read·Nov 15, 2020----
Nitesh JindalMulti collinearity Check using PCAThe below study demonstrates how multicollinearity gets curtailed through use of PCA. For this demonstration, we took two different random…3 min read·Apr 27, 2019--1--1