MCMC demo for Bayesian reading group using pymc2 for inference.
See mc_2019.ipynb
- Fitting a normal with unknown parameters
- Fitting a uniform with transformed parameters
- Basic diagnostics and convergence checks
- Simple univariate Bayesian linear regression
- Multivariate logistic regression on the
irisdataset - Piecewise/switchpoint linear regression of global poverty data
- Modelling a mixture of Gaussians with a Dirichlet prior
- Data imputation in quadratic regression