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Stats 115

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Introduction to Bayesian Data Analysis

University of California Irvine

Summer II 2021

Dr. Mine Dogucu

Basic Bayesian concepts and methods with emphasis on data analysis. Special emphasis on specification of prior distributions. Includes linear, logistic, and Poisson regression. Analyses are performed using Stan with rstan package in R.

Course website is hosted at

Students if you see anything missing or broken links please feel free to file an issue in this repo or let me know. Note that this is a public repo so if you create an issue it would be publicly be available. If you are concerned about privacy you can directly email me.

Instructors if you are planning to use any of the website design or resources feel free to do so but please attribute accordingly.

This work is licensed under Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

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