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Methods in R
:
A topic reference for biomedical research and peer review
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Table of contents
Welcome!
Impressum
Acknowledgments
Notation
About the author
How to use this book
1
Find your method
2
Statistical Foundations
3
Descriptive Statistics
4
Probability Theory
5
Inferential Statistics
6
Sample Size & Power
7
Data Visualisation
8
Regression & Modelling
9
Multivariate Methods
10
Time-Series Analysis
11
Bayesian Statistics
12
Survival Analysis
13
Bioinformatics
14
Machine Learning
15
Clinical Biostatistics
16
Meta-Analysis
17
Experimental Design
18
Reporting Templates
19
STROBE — observational studies
20
CONSORT — randomised trials
21
TRIPOD-AI — prediction models
22
PRISMA — systematic reviews & meta-analyses
23
ARRIVE — animal research
24
The research workflow
25
Glossary
26
Common errors
27
Writing a report
28
Cheatsheets
Colophon
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