Pedagogical Tools

Interactive learning resources for statistics courses at Gothenburg University

STA530 — Spatial Epidemiology
Spatial Epidemiology
Disease Mapping
Spatial Autocorrelation
Spatial Regression
Bayesian
WebR

From spatial data and disease maps through Moran’s I and LISA to spatial regression (SAR, SEM) and Bayesian disease mapping (BYM2). Objective-flagged topics, a progress…

STK120 — Regressionsanalys (mentor sessions)
Regression
Dummy Variables
Hypothesis Testing
LPM
Panel Data
Mentoring

Support for running the five STK120 mentor sessions: whiteboard figures with step-by-step drawing instructions, a running order per session, and past exam questions with…

STA510 — Bayesian Methods
Bayesian Statistics
MCMC
brms
Hierarchical Models
GLMM
WebR

Priors, conjugate updating, MCMC and brms, posterior predictive checks, LOO and stacking, hierarchical models and the Bayesian workflow. Browser exercises, brms tasks with…

STA520 — Molecular Epidemiology
Genetics
GWAS
Mendelian Randomization
Multiple Testing
Proteomics
WebR

From DNA and mutations through GWAS and Mendelian randomization to omics and proteomics. Exam-flagged topics, a progress dashboard, randomised calculation drills…

STA230 — Statistical Learning
Classification
LASSO
Random Forests
XGBoost
PCA
WebR

Classification, regression regularisation, and unsupervised learning. Interactive concept blocks, quizzes, and live R code — no installation needed.

STA240 — Advanced Statistical Methods
Mixed Models
Multinomial Regression
Ordinal Regression
WebR

Interactive case studies covering mixed models, multinomial regression, and ordinal regression. Run live R code directly in the browser — no installation needed.
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