Statistical Rethinking 2023 - Geocentric Models

Explore the fundamentals of statistical modeling in this comprehensive lecture from the Statistical Rethinking 2023 series. Delve into Gaussian distributions, workflow strategies, and generative models as you progress through a structured learning experience. Gain insights into model notation, statistical analysis techniques, and practical applications. Enhance your understanding of geocentric models and their relevance in modern statistical thinking. Benefit from a well-organized presentation that includes introductory concepts, in-depth explanations, and a concluding summary to reinforce key takeaways.

Introduction
Gaussian distributions
Goals and Flow
Workflow
Estimand and generative model
Model notation
PAUSE
Statistical model
Analysis
Summary and outlook