Multiple Regression - statistical inference including hypothesis tests using Excel

This video provides a clear explanation of the nature of hypothesis testing around a multiple regression model.
It builds on the example introduced in Multiple Regression Overview:    • Multiple Regression: An overview with...  

0:00 Introduction
0:45 Variation, population and sample
2:27 Statistical Inference
3:00 Sampling Error
3:39 Notation
5:45 Hypothesis test for coefficient of Distance
7:40 Non-significant example
8:30 Hypothesis test for model as a whole

Dr Nic Videos about Multiple Regression
==================================
Overview    • Multiple Regression: An overview with...  
Inference (t-tests and F-test) This one
Dummy Variables    • Multiple Regression - Dummy or indica...  
Interpreting coefficients    • Multiple Regression - Interpreting co...  
============================================

Background links
==============
Blog post about random sampling: https://creativemaths.net/blog/myth-o...

Video about hypothesis testing:    • Hypothesis testing: step-by-step, p-v...  

There will be other videos to follow on from this.
See https://creativemaths.net/videos/ for all of Dr Nic's videos organised by topic.
#Statistics #DrNicStats