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What is Gamma and IGamma Distributions Analysis about?

This document contains instructions for three homework problems related to Bayesian statistics and Gibbs sampling. Problem 1 asks to prove properties of gamma and inverse gamma distributions and plot their densities. Problem 2 specifies a hierarchical Bayesian model and asks to write the joint and conditional distributions. Problem 3 provides a Gibbs sampling code exercise using the model from Problem 2, with specific instructions to generate plots analyzing the posterior samples.

Author

Gaurav S Batra

Language

EN