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project:
type: book
output-dir: docs
preview:
port: 4200
browser: true
resources:
- codebooks/ #Add codebooks to docs
book:
title: "Statistical Modeling and Computation for Educational Scientists"
author: "Andrew Zieffler"
date: today
page-navigation: false
bread-crumbs: false
sidebar:
search: true
background: '#443850' #"#9f86c0"
# cover-image: "figs/banner.png"
chapters:
- index.qmd
- part: 01-00-statistical-computation.qmd
chapters:
- 01-01-r-and-rstudio-installation.qmd
- 01-02-getting-started-with-r.qmd
- 01-03-data-structures-in-r.qmd
- 01-04-data-wrangling-with-dplyr.qmd
- 01-05-visualizing-with-ggplot2.qmd
- part: 02-00-intro-to-regression.qmd
chapters:
- 02-01-data-exploration-for-regression.qmd
- 02-02-simple-regression-and-correlation.qmd
- 02-03-ols-estimation.qmd
- 02-04-anova-decomposition.qmd
- 02-05-standardized-regression.qmd
- part: 03-00-regression-inference.qmd
chapters:
- 03-01-coefficient-level-inference.qmd
- 03-02-model-level-inference.qmd
- 03-03-model-assumptions.qmd
- part: 04-00-multiple-regression.qmd
chapters:
- 04-01-intro-to-multiple-regression.qmd
- 04-02-multiple-regression-anova.qmd
- 04-03-understanding-statistical-control.qmd
- 04-04-assumptions.qmd
- part: 05-00-categorical-predictors.qmd
chapters:
- 05-01-dichotomous-predictors.qmd
- 05-02-polychotomous-predictors.qmd
- 05-03-multiple-comparisons.qmd
- part: 06-00-interaction-effects.qmd
chapters:
- 06-01-intro-to-interaction-effects.qmd
- 06-02-more-interaction-effects.qmd
# appendices:
# - 07-00-data-codebooks.qmd
language:
section-title-appendices: "Appendices"
bibliography: ["assets/modeling.bib", "assets/packages.bib"]
csl: 'assets/apa-single-spaced.csl'
format:
html:
theme:
- cosmo
- "assets/theme.scss"
css: ["assets/sticky-notes.css", "assets/table-styles.css"]
header-includes: |
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Atkinson+Hyperlegible:ital,wght@0,400;0,700;1,400;1,700&display=swap" rel="stylesheet">
code-copy: true
code-overflow: wrap
highlight-style: 'a11y-dark'
mainfont: 'Atkinson Hyperlegible'
fontsize: '13pt'
linestretch: '1.5em'
linkcolor: '#7d12ba' #"#0099d4"
toc: false
toc-title: "On This Page"
tbl-cap-location: "top"
# html-table-processing: none
fig-cap-location: "top"
editor: source