YoVDO

Statistical Rethinking 2022 - Geocentric Models

Offered By: Richard McElreath via YouTube

Tags

Bayesian Statistics Courses Linear Regression Courses Statistical Modeling Courses Predictive Analysis Courses Generative Models Courses

Course Description

Overview

Explore linear regression from a Bayesian perspective in this comprehensive lecture from the Statistical Rethinking 2022 series. Delve into topics such as the rationale behind using normal distributions, generative and statistical linear models, validation techniques, and posterior predictions. Learn the language for modeling and gain insights into the statistical rethinking approach. Access accompanying slides and course materials on GitHub for a deeper understanding of the concepts presented. Navigate through various sections including an introduction, intermission, and summary, with musical interludes enhancing the learning experience.

Syllabus

Introduction
Why normal?
Flow
Language for modeling
Linear models, generative
Intermission
Linear models, statistical
Validation and analysis
Posterior predictions
Summary


Taught by

Richard McElreath

Related Courses

Introduction to Dynamical Systems and Chaos
Santa Fe Institute via Complexity Explorer
Uso de técnicas estadísticas para el análisis de datos
Tecnológico de Monterrey via Coursera
社会人のためのデータサイエンス演習 (ga063)
MIC Ministry of Internal Affairs and Communications via gacco
Problem Solving with Advanced Analytics
Udacity
Análisis de Datos Experimentales: Utilidades Básicas
Universidad Politécnica de Madrid via Miríadax