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
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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...
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Background links
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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.
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