Dive into advanced statistics, exploring models, Bayesian methods, and data analysis in a comprehensive overview. Ideal for enhancing analytical skills.
Overview
Syllabus
Statistical Rethinking 2023 - 01 - The Golem of Prague
Statistical Rethinking 2023 - 02 - The Garden of Forking Data
Statistical Rethinking 2023 - 03 - Geocentric Models
Statistical Rethinking 2023 - 04 - Categories & Curves
Statistical Rethinking 2023 - 05 - Elemental Confounds
Statistical Rethinking 2023 - 06 - Good & Bad Controls
Statistical Rethinking 2023 - 07 - Fitting Over & Under
Statistical Rethinking 2023 - 08 - Markov Chain Monte Carlo
Statistical Rethinking 2023 - 09 - Modeling Events
Statistical Rethinking 2023 - 10 - Counts & Hidden Confounds
Statistical Rethinking 2023 - 11 - Ordered Categories
Statistical Rethinking 2023 - 12 - Multilevel Models
Statistical Rethinking 2023 - 13 - Multilevel Adventures
Statistical Rethinking 2023 - 14 - Correlated Features
Statistical Rethinking 2023 - 15 - Social Networks
Statistical Rethinking 2023 - 16 - Gaussian Processes
Statistical Rethinking 2023 - 17 - Measurement & Misclassification
Statistical Rethinking 2023 - 18 - Missing Data
Statistical Rethinking 2023 - 19 - Generalized Linear Madness
Statistical Rethinking 2023 - 20 - Horoscopes
Taught by
Richard McElreath
