Introduction to Basic Statistics in R
1
Introduction
2
First look at R
3
Definitions of basic princples
4
Uncertainty
5
Distributions & Probabilities
6
Basic Statistics
6.1
Hypotheses and the T-test
6.2
ANOVA
6.3
Correlation
7
Probability values
8
The Multiple Testing Problem
9
Power Analysis
10
Plotting
10.1
Basics & Mapping
10.2
Types of plot
10.3
Layout and Style
10.4
Themes
10.5
Statistics in plots
10.6
NORMENT options
10.7
More examples
10.8
Repeated-Meausures ANOVA
11
A Full Analysis Script
12
Futher Reading
13
Appendix: semi-advanced R
13.1
Sharing your data
13.2
For-loops
13.3
The pipe
13.4
Working with dates
13.5
Animations
13.6
Cowplot
14
Appendix: semi-advanced statistics
14.1
ANOVA
14.2
Everything is a linear model
References
Created for NORMENT
Introduction To Basic Statistics in R
References