Statistical Rethinking 2023 with Richard McElreath

Statistical Rethinking (2023)

Guide

All

01-Science Before Statistics
01-Science Before Statistics
02-Garden of Forking Data
02-Garden of Forking Data
03-Geocentric Models
03-Geocentric Models
04-Categories and Curves
04-Categories and Curves
05-Elemental Confounds
05-Elemental Confounds
06-Good and Bad Controls
06-Good and Bad Controls
07-Overfitting
07-Overfitting
08-MCMC
09-Modeling Events
09-Modeling Events
10-Counts and Confounds
10-Counts and Confounds
11-Ordered Categories
11-Ordered Categories
12-Multilevel Models
12-Multilevel Models
13-Multilevel Adventures
13-Multilevel Adventures
14-Correlated Features
14-Correlated Features
15-Social Networks
15-Social Networks
16-Gaussian Processes
16-Gaussian Processes
17-Measurement
17-Measurement
18-Missing Data
18-Missing Data
19-Generalized Linear Madness
19-Generalized Linear Madness
20-Horoscopes
20-Horoscopes

Winda

Statistical research planning and workflow, including estimands, causal theory, sampling and analysis plans, preregistration, documentation, version control, testing, and code review.Statistical research planning and workflow, from estimands and causal assumptions to sampling, analysis, preregistration, documentation, version control, testing, and review.

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