Introduction to Statistical Modeling

License

This work is licensed under CC BY-NC-SA 4.0

Name		Name	Last commit message	Last commit date
Latest commit History 323 Commits
.github/workflows		.github/workflows
_freeze		_freeze
case-studies		case-studies
datasets		datasets
images		images
old		old
renv		renv
scripts		scripts
.Rprofile		.Rprofile
.gitattributes		.gitattributes
.gitignore		.gitignore
01a-regression-intro.qmd		01a-regression-intro.qmd
01b-regression-simple-regression.qmd		01b-regression-simple-regression.qmd
01c-regression-multiple.qmd		01c-regression-multiple.qmd
01d-regression-predictivity.qmd		01d-regression-predictivity.qmd
01e-regression-outliers.qmd		01e-regression-outliers.qmd
01f-regression-categorical.qmd		01f-regression-categorical.qmd
01g-regression-multicollinearity.qmd		01g-regression-multicollinearity.qmd
02a-pca-introduction.qmd		02a-pca-introduction.qmd
02b-pca-theory.qmd		02b-pca-theory.qmd
02c-pca-applications.qmd		02c-pca-applications.qmd
02d-logistic-regression.qmd		02d-logistic-regression.qmd
03a-parameter-estimation.qmd		03a-parameter-estimation.qmd
03b-quality-of-estimation.qmd		03b-quality-of-estimation.qmd
03c-model-selection.qmd		03c-model-selection.qmd
03d-sensitivity-analysis.qmd		03d-sensitivity-analysis.qmd
03e-case-study-streeter-phelps.qmd		03e-case-study-streeter-phelps.qmd
03f-monte-carlo.qmd		03f-monte-carlo.qmd
04-outro-from-linear-to-nonlinear.pdf		04-outro-from-linear-to-nonlinear.pdf
CLAUDE.md		CLAUDE.md
ISM-slides.Rproj		ISM-slides.Rproj
README.md		README.md
_quarto.yml		_quarto.yml
header.tex		header.tex
index.qmd		index.qmd
install-requirements.R		install-requirements.R
renv.lock		renv.lock