Posts about Bayesian Statistics
- Playing Battleship with Bayesian Search Theory, Thompson Sampling, and Approximate Bayesian Computation
- Bayesian Splines with Heteroskedastic Noise in Python with PyMC3
- A Bayesian Alternative to Synthetic Control Comparative Case Studies in Python with PyMC3
- Modeling Shark Attacks in Python with PyMC3
- A Bayesian Analysis of Lego Prices in Python with PyMC3
- The Hierarchical Regularized Horseshoe Prior in PyMC3
- A PyMC3 Analysis of Tyrannosaurid Growth Curves
- Evaluating Precision in Sports Analytics
- Monotonic Effects in PyMC3
- An Improved Analysis of NBA Foul Calls with Python
- Capture-Recapture Models in Python with PyMC3
- Quantifying Three Years of Reading
- Bayesian Parametric Survival Analysis with PyMC3
- MRPyMC3 - Multilevel Regression and Poststratification with PyMC3
- NBA Foul Calls and Bayesian Item Response Theory
- Dependent Density Regression with PyMC3
- Density Estimation with Dirichlet Process Mixtures using PyMC3
- Bayesian Survival Analysis in Python with pymc3
- Fitting a Multivariate Normal Model in PyMC3 with an LKJ Prior
- Nonparametric Bayesian Regression with Gaussian Processes
- Stein's Paradox and Empirical Bayes
- Prior Distributions for Bayesian Regression Using PyMC
- Bayesian Hypothesis Testing with PyMC