Learning outcomes 1 Describe the fundamental differences between the Bayesian and frequentist approaches to statistics. 2 Construct conjugate families of prior distributions for common sampling ...

This is a project in Bayesian Statistics at Politecnico di Milano fall of 2020. Here you will find the main code and data that is used for our analysis and a paper summarizing the entire work. Our ...

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This project explores probabilistic risk modeling using Bayesian logistic regression, with an emphasis on uncertainty quantification and robust statistical inference rather than point prediction. This ...