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_quarto.yml
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project:
type: book
book:
title: "Notes on statistics"
author: "Alexander (Sasha) Pastukhov"
date: "9.12.2024"
cover-image: cover.jpeg
chapters:
- index.qmd
- part: "Multiple regression"
chapters:
- multiple-regression-01-spurious-association.qmd
- multiple-regression-02-masked-relationship.qmd
- multiple-regression-03-collider-bias.qmd
- multiple-regression-04-dags.qmd
- part: "Loss functions"
chapters:
- loss-functions-01-L0-L1-L2.qmd
- loss-functions-02-measurement-error.qmd
- loss-functions-03-asymmetric-loss-functions.qmd
- part: "Information criteria"
chapters:
- information-criteria.qmd
- part: "General topics"
chapters:
- general-01-probability-mass-versus-density.qmd
- general-02-pooling-information-for-parameters.qmd
- general-03-measurement-error.qmd
- general-04-effective-degrees-of-freedom.qmd
- general-05-mediation-in-triangles.qmd
- part: "Frequentist statistics"
chapters:
- frequentist-01-vs-bayesian.qmd
- frequentist-02-flat-priors.qmd
- frequentist-03-bias-in-estimators.qmd
- frequentist-04-why-normality-is-critical-for-parametric-frequentist-stats.qmd
- frequentist-05-deriving-tstats.qmd
- part: "Advanced topics"
chapters:
- advanced-01-mixtures.qmd
- advanced-02-instrumental-variables.qmd
- advanced-03-gam.qmd
- advanced-04-cholesky.qmd
# - references.qmd
# bibliography: references.bib
format:
html:
theme: cosmo
# pdf:
# documentclass: scrreprt
epub:
cover-image: cover.jpeg
execute:
freeze: auto