What is Statistics? (Introduction to Statistics #1)
Channel: Antonio Marco
Date: 23/06/2021

This is the first of 30 short videos I prepared to introduce statistics to our first year life sciences students. They were filmed at home and edited by me, the farthest you can get from professional editing, so excuse the poor quality. If you also take into account that I barely shaved myself or iron the shirts, this is definitely not a material one wants to show off. But I hope you can get some useful ideas.


The list of lectures is this:
1 - Introduction to statistics
2 - Populations, samples and measurements
3 - Descriptive statistics
4 - Diagnostic plots
5 - (Extra lecture) Degrees of freedom
6 - The problem of induction
7 - The design of experiments
8 - The ubiquitous Normal distribution
9 - Statistical testing and p-values
10 - (Extra lecture) The Central Limit Theorem
11 - Two samples from the same population
12 - t-test
13 - Assumptions
14 - Mann-Whitney test
15 - (Extra lecture) Student's t distribution
16 - Why comparing more than two samples?
17 - The Analysis of Variance
18 - One-way ANOVA test
19 - Two-way ANOVA test
20 - (Extra lecture) Rank-based alternatives to ANOVA
21 - Correlation
22 - Regression
23 - Linear Regression test
24 - Caveats
25 - (Extra lecture) Linear Models and statistical testing

26 - Counting
27 - Chi-squared distribution
28 - Chi-squared test of differences
29 - Chi-squared test of association

30 - (Extra lecture) Generalized Linear Models (GLMs)