Bayesian Statistics
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A Practical Starters’ Guide to Causal Structure Learning with Bayesian Methods in Python
Data ScienceLearn Causal Structures and make inferences with Bayesian Methods: Python Tutorial
28 min read -
Prescriptive Modeling Unpacked: A Complete Guide to Intervention With Bayesian Modeling.
Data ScienceLearn how to move beyond prediction and actively make intervention through prescriptive modeling. This in-depth…
29 min read -
Is it better than grid search?
9 min read -
Learn how to implement the variational data assimilation, with mathematical details and PyTorch for efficient…
12 min read -
Learn how to implement the Ensemble Kalman Filter for data assimilation, with mathematical details step-by-step…
9 min read -
"Details matter. It’s worth waiting to get it right." — Steve Jobs What if the…
30 min read -
A Bayesian analysis of canine business
23 min read -
In this post, we demonstrate how to simulate a finite mixture model for regression using…
8 min read -
Do you know which of these is a malmsey? Can you make a good guess?
10 min read -
A workflow and code walkthrough for building a Bayesian regression model in STAN
11 min read