Applied Bayesian Data Analysis With R
Published 2/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.51 GB | Duration: 5h 11m
Build powerful statistical models, simulate uncertainty, & master Bayesian thinking using real data & modern tools in R
What you'll learn
High level understanding of fundamental concepts in Bayesian data analysis
Hamiltonian and NUTS sampling
brms, Stan, and tools around these packages
Bayesian approaches
Understand where to go for more information and use that information for Bayesian data analysis methods in your own work
Foundations of Bayesian thinking: Understand how to frame uncertainty, update beliefs with evidence, and interpret results using posterior probabilities...