Cheatsheets

ONE PAGE PER WEEK · HTML + PDF

Sixteen one-pagers, one per week

Sixteen dense one-pagers — one per week, across the four courses. View in the browser or download the PDF for printing.

Each cheatsheet condenses a week’s five sessions into: the key decisions, the R functions, the effect sizes or diagnostics to report, and a short list of pitfalls. They are not a substitute for the labs — but they are what you want next to you when you are analysing real data at 6 pm and cannot remember which glm family you want.

Course 1 — Foundations

WEEK 1

Toolchain & data hygiene

HTML · PDF

WEEK 2

Describing data, probability, distributions

HTML · PDF

WEEK 3

Sampling, estimation, one-sample inference

HTML · PDF

WEEK 4

Two-group comparisons, associations, reporting

HTML · PDF

Course 2 — Regression, ANOVA & Diagnostics

WEEK 1

Linear models end-to-end

HTML · PDF

WEEK 2

ANOVA and non-linear extensions

HTML · PDF

WEEK 3

GLMs, ANCOVA, evaluation

HTML · PDF

WEEK 4

Measurement, change, survival, reporting

HTML · PDF

Course 3 — Design, Longitudinal Data & Causal Inference

WEEK 1

Designing studies

HTML · PDF

WEEK 2

Missing data, longitudinal, time series

HTML · PDF

WEEK 3

Survival II, causal inference, HTE

HTML · PDF

WEEK 4

Evidence synthesis, ID, pre-registration

HTML · PDF

Course 4 — Modern Statistical Learning & High-Dimensional Biomedicine

WEEK 1

Validation, regularisation, multivariate

HTML · PDF

WEEK 2

ML done honestly

HTML · PDF

WEEK 3

Bayesian, biomarkers, survival ML

HTML · PDF

WEEK 4

Omics, fairness, reproducibility

HTML · PDF

How they’re built

Each cheatsheet is a single .qmd in cheatsheets/courseN_…/ that declares two output formats:

format:
  html: {toc: true, toc-depth: 2, page-layout: full}
  typst: {papersize: a4, margin: {x: 1.8cm, y: 2cm}, fontsize: 10pt}

Quarto renders them to both on every site build. The PDF uses Typst (bundled with Quarto) so no LaTeX install is needed. To render one locally:

quarto render cheatsheets/course1_foundations/cheat_week1.qmd
# produces both .html and .pdf in _site / docs