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CUNY CSI MTH594 Bayesian Data Analysis

Reading group at CUNY College of Staten Island, Fall 2019. We are reading Gelman et al: Bayesian Data Analysis, 3rd ed. and will be putting up some notes here as we go along.

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David Angeles in CUNY CSI MTH594 Bayesian Data Analysis

Oct 29, 2019

My First Look at RStan for Bayesian Data Analysis

Mikael Vejdemo-Johansson in CUNY CSI MTH594 Bayesian Data Analysis

Oct 3, 2019

Computation: 2.11.13 in RStan

To give us another close look at modeling and computing using RStan, here’s exercise 2.11.13.

We start out with a table of fatal airplane accidents and deaths per year over a 10-year period. The death rate is number of passenger deaths per 1e8…

Mikael Vejdemo-Johansson in CUNY CSI MTH594 Bayesian Data Analysis

Sep 26, 2019

Exponential Families II: Samples and sufficiency

In our last installment, we defined exponential families and gave examples from a range of familiar distributions. Now I would like to spend some time looking at a few reasons why we should care about these families in the first place.

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Mikael Vejdemo-Johansson in CUNY CSI MTH594 Bayesian Data Analysis

Sep 26, 2019