Mathematical and Statistical Foundations of Bayesian Modeling

Bayesian modeling has intrigued me for quite some time. I work with non-technical customers on the operations side of a large financial institution, so the explicit incorporation of domain knowledge appeals to me as a means to support buy-in. Bayesian approaches also seem uniquely amenable to situations with limited historical data, which I tend to encounter quite a bit.

However, I don’t come from a stats background. I took math through calc II and stats through intermediate-level business statistics in …

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