Finding the MLE of Multiple Linear Regression
Introduction Assalamualaikum. I am Hafiz. Firstly, Alhamdulillah this is my first ever post on blogger. I want to be productive while waiting for my graduation (and also while waiting for job opportunities lol!). Okay done talking about myself. I will post about one of the most powerful statistical methods, which is Multiple Linear Regression. The objective of this post is to compute the Maximum Likelihood Estimator of Multiple Linear Regression. Therefore, this post will be a bit theoretical sadly (but fun), and it may be boring. But for those who are interested in playing around with equations and theoretical concepts, you might find this post interesting and useful. Nonetheless, I hope you will enjoy this! Multiple Linear Regression Multiple Linear Regression is a statistical analysis method that models the relationship between one dependent variable and two or more independent variables. The primary goal of MLR is to predict...