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Mathematical notation for probability theory
From sets to sparsity and product spaces to priors.
Cheatsheet
Reporting
Jul 18, 2024
Simon Steiger
Simulations for power analysis
Estimating the number of samples required to detect relevant predictors among large numbers of irrelevant predictors.
Simulation
Bayesian statistics
Power analysis
Sparsity
R
Stan
Jun 5, 2024
Simon Steiger
Diagnosing issues in MCMC sampling
MCMC is your workhorse, so make sure it’s healthy
MCMC
Bayesian statistics
NUTS
Jun 1, 2024
Simon Steiger
K-means from scratch
A step-by-step walkthrough of a simple clustering algorithm
Julia
Clustering
Nov 2, 2023
Simon Steiger
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