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.
Statistical Rethinking 2023 - Geocentric Models
Overview
Syllabus
Introduction
Gaussian distributions
Goals and Flow
Workflow
Estimand and generative model
Model notation
PAUSE
Statistical model
Analysis
Summary and outlook
Taught by
Richard McElreath
