IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by J. Nathan Kutz and Steven L. Brunton

Example models for Stan

Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.

Inference case studies in knitr

Multinomial Propensity Score Trimming (Am J Epidemiol 2018)

Case studies in applied and computational statistics.