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project:
type: book
output-dir: docs
book:
title: Introduction to Data Science with R
author:
name: Florian Hartig, Melina de Souza Leite, Lisa Hülsmann, Alexandra Koch, Magdalena Mair, and Maximilian Pichler
date: March 2025
site-url: https://TheoreticalEcology.github.io/DataScienceInR/
repo-url: https://github.com/TheoreticalEcology/DataScienceInR
repo-branch: master
repo-actions: edit
sharing:
- twitter
- facebook
- linkedin
chapters:
- index.qmd
- 0-GettingStarted.qmd
- part: Data input and Manipulation
chapters:
- 1A-basicOperations.qmd
- 1B-PreparingData.qmd
- 1C-Exercise.qmd
- part: Descriptive Statistics
chapters:
- 2A-SummaryStatistics.qmd
- 2B-DescriptiveStatistics.qmd
- 2C-Exercise.qmd
- part: Hypothesis Testing
chapters:
- 3A-NHST.qmd
- 3B-HypothesisTests.qmd
- 3A-Exercise.qmd
- part: Regression Analysis
chapters:
- 4-SimpleRegression.qmd
- 5-MultipleRegression.qmd
- 6-GLM.qmd
- 4A-Exercise.qmd
- 5A-Exercise.qmd
- 6A-Exercise.qmd
- part: Multivariate Statistics
chapters:
- 7A-Multivariate.qmd
- 7B-Exercise.qmd
- part: Predictive Modeling
chapters:
- 8-MachineLearning.qmd
- 8A-Exercise.qmd
- part: Experimental Design
chapters:
- 9-Design.qmd
- part: Data Science Skills
chapters:
- 10-DataWrangling.qmd
- 11-Reproducibility.qmd
appendices:
- 13A-regressions.qmd
engine: knitr
google-scholar: true
execute:
freeze: auto
cache: false
knitr:
opts_chunk:
collapse: true
format:
html:
code-copy: hover
theme:
light: [cosmo, question.css]
dark: [cosmo, question.css]
css: include/webex.css
include-after-body: include/webex.js
editor: visual