Mathematics & statistics
Learning Statistics with R
Danielle Navarro
Danielle Navarro / Learning Statistics with R · Version 0.7.1, 7 October 2026 (Quarto PDF) · English · Published 2026
Statistics and R for psychology students, including research design, data handling, visualisation, probability, inference and regression.
- Learning stage
- College introduction
- Prerequisites
- Basic arithmetic; R and introductory statistical ideas are developed in the book.
- PDF pages
- 796 in this file
- Editorial review
- 2026-10-29
Contents
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Preface
Data sets
Background
Background
A word on statistics
Why do we learn statistics?
A brief introduction to research design
An introduction to R
An introduction to R
Getting started with R
R mechanics
Working with data
Working with data
Descriptive statistics
Drawing graphs
Pragmatic matters
Basic programming
Statistical theory
Statistical theory
A chat about inference
Introduction to probability
Estimating unknown quantities from a sample
Hypothesis testing
Statistical tools
Statistical tools
Categorical data analysis
The t-test
Comparing several means (one-way ANOVA)
Linear regression
Factorial ANOVA
Endings, alternatives and prospects
Endings, alternatives and prospects
Bayesian statistics
Epilogue
References
Changelog
Changelog
0.7.1 (2026-10-07)
0.7.0 (2026-07-18)
0.6.2 (2026-07-12)
Previous releases
Sources and permissions
The author and publisher remain the source of this textbook. Permission information applies to the specific files in this edition.
Author, publisher, and discovery sources
Authors: Danielle Navarro
Publisher: Danielle Navarro / Learning Statistics with R
- Discovered through Open Textbook Library: Source record · Checked 2026-10-29
- Discovered through Open Textbook Library: Source record · Checked 2026-10-25
CC BY-SA 4.0
Learning Statistics with R by Danielle Navarro, version 0.7.1 (7 October 2026). CC BY-SA 4.0. Original PDF unchanged; original quotation credits, references and code attribution retained.
Changes: Original PDF bytes are unchanged. Catalog metadata and page viewing are supplied by iReadAll. No endorsement implied. Structured extraction, audio, translation and independent image redistribution are not approved.
Checked 2026-10-29