Textbook: Fundamental
statistical concepts and techniques in the biological and environmental
sciences: With jamovi
Weekly content is below.
Week 1: Background mathematics and data organisation
Week 2: Statistical concepts
- Read: Chapter 4,
Chapter
5, Chapter 6,
Chapter
7
- Audiobook: Chapter
4, Chapter
5, Chapter
6, Chapter
7
- Slides: Lecture 2A (PDF)
(PPTX),
Lecture 2B (PDF)
(PPTX)
- Practical: Chapter 8,
Audiobook
Chapter 8, Worksheet,
Answers
- Quiz: Quiz 2
Week 3: Summary statistics
- Read: Chapter 9,
Chapter
10, Chapter
11, Chapter
12, Chapter
13
- Audiobook: Chapter
9, Chapter
10, Chapter
11, Chapter
12, Chapter
13
- Slides: Lecture 3A (PDF)
(PPTX),
Lecture 3B (PDF)
(PPTX)
- Practical: Chapter
14, Audiobook
Chapter 14, Worksheet,
Answers
- Shiny Apps: [Building
a histogram], [Intuitive mean and
standard deviation], [Mean and
standard deviation on a histogram]
- Quiz: Quiz 3
Week 4: Probability models and the central limit theorem
Week 5: Statistical inference
Week 6: Hypothesis testing
Week 7: Analysis of Variance
- Read: Chapter
24, Chapter
25, Chapter
26, Chapter
27
- Audiobook: Chapter
24, Chapter
25, Chapter
26, Chapter
27
- Slides: Lecture 7A (PDF) (PPTX), Lecture 7B (PDF)
(PPTX)
- Practical: Chapter
28, Audiobook
Chapter 28, Worksheet,
Answers
- Shiny App: [Visualising
the F distribution]
- Quiz: Quiz 7
Week 8: Counts and correlation
Week 9: Linear Regression