Category "bayesian"

Posterior distribution for randomized responses

Suppose you want to know how many people cheat on their taxes. If you ask them directly, it is likely that some of the cheaters will lie. You can get a more acc

How to Simulate a Biased 6-sided Dice using Pymc3?

How do I simulate a 6-side Dice roll using Pymc3? Also, what is I know that different sides of the dice have different distributions?

Two methods of recovering fitted values from a Bayesian Structural Time Series model yield different results

Two conceptually plausible methods of retrieving in-sample predictions (or "conditional expectations") of y[t] given y[t-1] from a bsts model yield different re

MCMCglmm gives very different results from lme4 - how to diagnose issue?

I am taking the plunge into Bayesian analysis for some new projects. I have some yes/no data, and three fixed effects and for the time being, I'm simply taking

How to use `Dirichlet Process Gaussian Mixture Model` in Scikit-learn? (n_components?)

My understanding of "an infinite mixture model with the Dirichlet Process as a prior distribution on the number of clusters" is that the number of clusters is d