Richard McElreath Courses

Statistical Rethinking 2023 - Horoscopes

Learn statistical rethinking with Richard McElreath's online material, covering planning, working, reporting, and science reform in 1-2 hours.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Free Online Course

Statistical Rethinking 2023 - Generalized Linear Madness

Learn statistical rethinking with Richard McElreath in a 1-2 hour session, covering geometric people, latent strategies, and population dynamics.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Online Course

Statistical Rethinking 2023 - Missing Data

Richard McElreath's online material offers a deep dive into handling missing data using Bayesian imputation, with 1-2 hours of study.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Online Course

Statistical Rethinking 2023 - Measurement & Misclassification

Richard McElreath's online material offers a deep dive into statistical rethinking, focusing on measurement error and misclassification, requiring 1-2 hours of study.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Online Course

Statistical Rethinking 2023 - Gaussian Processes

Learn Gaussian processes and phylogenetic regression with Richard McElreath in a 1-2 hour study session, focusing on oceanic spatial confounds.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Online Course

Statistical Rethinking 2023 - Social Networks

Richard McElreath's online material offers a deep dive into social networks through statistical rethinking, covering generative models, wealth effects, and more in 1-2 hours.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Online Course

Statistical Rethinking 2023 - Correlated Features

Learn statistical rethinking with Richard McElreath, focusing on correlated features. Expect 1-2 hours of material including multivariate priors and correlated results.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Online Course

Statistical Rethinking 2023 - Multilevel Adventures

Explore statistical rethinking with Richard McElreath in less than an hour. Dive into clusters, features, varying confounds, and urban variations.

• YouTube
• 54 minutes
• On-Demand
• Free Online Course

Statistical Rethinking 2023 - Multilevel Models

Learn multilevel models, partial pooling, and hyperparameter tuning through crossvalidation with Richard McElreath. Expect 1-2 hours of material.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Online Course

Statistical Rethinking 2023 - Ordered Categories

Explore statistical rethinking with Richard McElreath, focusing on ordered categories, categorical models, and Dirichlet distributions in a 1-2 hour study.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Statistical Rethinking 2023 - Counts & Hidden Confounds

Learn statistical rethinking with Richard McElreath, focusing on counts and hidden confounds. Expect 1-2 hours of material including sensitivity analysis and Simpson's paradox.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Online Course

Statistical Rethinking 2023 - Modeling Events

Learn statistical modeling with Richard McElreath's online material, focusing on discrimination, mediation, generative models, and survival analysis. Requires 1-2 hours.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Online Course

Statistical Rethinking 2023 - Markov Chain Monte Carlo

Learn Markov Chain Monte Carlo methods with Richard McElreath in a 1-2 hour study, covering topics like Hamiltonian Monte Carlo and MCMC diagnostics.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Online Course

Statistical Rethinking 2023 - Fitting Over & Under

Learn statistical rethinking with Richard McElreath, focusing on cross-validation, regularization, importance sampling, and robust regression in a 1-2 hour study.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Online Course

Statistical Rethinking 2023 - Good & Bad Controls

Learn statistical rethinking with Richard McElreath, focusing on causal implications, do-calculus, and good & bad controls in a 1-2 hour study.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Online Course