Linear Regression

In this video we will look at Linear Regression and assumptions of simple linear regression.
00:00 Intro
00:21 What is Linear Regression
01:09 Assumptions
01:21 Linearity
01:57 Independence
02:07 Homoscedasticity
03:55 Normal distribution of errors
04:09 Multicollinearity
05:47 No auto-correlation
07:04 Mean of residuals
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