Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Linear Regression and Linear Models

via YouTube

Syllabus

StatQuest: Fitting a line to data, aka least squares, aka linear regression..
StatQuest: Linear Models Pt.1 - Linear Regression.
StatQuest: Linear Regression in R.
StatQuest: Linear Models Pt.1.5 - Multiple Regression.
StatQuest: Linear Models Pt.2 - t-tests and ANOVA.
Linear Models Pt.3 - Design Matrices.
StatQuest: Multiple Regression in R.
StatQuest: Linear Models Pt.3 - Design Matrix Examples in R.
StatQuest: P Values, clearly explained.
StatQuest: R-squared explained.

Taught by

StatQuest with Josh Starmer

Reviews

Start your review of Linear Regression and Linear Models

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.