05 working draft minus test yourself

_quarto.yml

@@ -53,6 +53,7 @@ book:
   - 02-lm-categorical.qmd
   - 03-lm-multiple.qmd
   - 04-screening-data.qmd
+  - 05-glm.qmd
   appendices:
   - references.qmd
 bibliography: include/statsresbook_references.bib

include/statsresbook_references.bib

@@ -692,3 +692,36 @@ @article{bostyn_mice_2018
 }
 
 
+@article{voas_odds_2024,
+	title = {The odds are it's wrong: {Correcting} a common mistake in statistics},
+	copyright = {© 2024 The Author(s). Teaching Statistics published by John Wiley \& Sons Ltd on behalf of Teaching Statistics Trust.},
+	issn = {1467-9639},
+	shorttitle = {The odds are it's wrong},
+	url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/test.12391},
+	doi = {10.1111/test.12391},
+	abstract = {Binary logistic regression is one of the most widely used statistical tools. The method uses odds, log odds, and odds ratios, which are difficult to understand and interpret. Understanding of logistic regression tends to fall down in one of three ways: (1) Many students and researchers come to believe that an odds ratio translates directly into relative probabilities. (2) Alternatively, they learn that coefficients tell us whether the variables make the outcome more or less likely, without knowing how to interpret changes in the odds. (3) They may be instructed in how to calculate predicted probabilities, but the additional steps are too complicated for them to follow. Our key aim is to highlight and correct the common mistake of confusing differences in odds with relative risks. Simply reporting the odds ratio is unhelpful, however, so we describe an easy method of estimating probabilities for both binary and continuous variables.},
+	language = {en},
+	urldate = {2024-11-11},
+	journal = {Teaching Statistics},
+	author = {Voas, David and Watt, Laura},
+	year = {2024},
+	note = {\_eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1111/test.12391},
+	keywords = {log odds, logistic regression, odds ratio, predicted probability, relative risk, teaching statistics},
+	file = {Full Text PDF:/Users/jamesbartlett/Zotero/storage/TT4QH8IX/Voas and Watt - The odds are it's wrong Correcting a common mista.pdf:application/pdf;Snapshot:/Users/jamesbartlett/Zotero/storage/Z2P2L5NL/test.html:text/html},
+}
+
+  @Manual{Christensen2023,
+    title = {ordinal---Regression Models for Ordinal Data},
+    author = {Rune H. B. Christensen},
+    year = {2023},
+    note = {R package version 2023.12-4.1},
+    url = {https://CRAN.R-project.org/package=ordinal},
+  }
+
+  @Manual{luedecke_2024,
+    title = {sjPlot: Data Visualization for Statistics in Social Science},
+    author = {Daniel Lüdecke},
+    year = {2024},
+    note = {R package version 2.8.16},
+    url = {https://CRAN.R-project.org/package=sjPlot},
+  }