Scott Spencer's Projects
Storytelling with data, Fall 2019
2021 Fall course in research design
Storytelling with Data, Spring 2022
Experimenting with extreme value distributions for sports modelling and literate programming
Source files for the book "Bayesian Workflow Using Stan"
CmdStanR: the R interface to CmdStan
Online documentation for Stan language and platform
Generic statistic for transforming data with arbitrary functions in ggplot.
R package to create a ggplot-based Sankey graphic that encodes flows with a color gradient.
R package for generalized Pareto interpolation
R package mapping human-friendly HSLuv to computer RGB and hex code
Demonstrating layers in graphics
Code examples for the book, "D3 4.x Data Visualization", published by Packt. https://www.amazon.co.uk/D3-js-4-x-Data-Visualization-Third-ebook/dp/B01MG90SSJ/
Statistical Rethinking course and book package
reproducing Minard graphs in R
An exercise in R, approximating Lupi's original Nobel winners analysis
An R package enabling the computation of openWAR using MLBAM data
Papers
Probability and Statistics: a simulation-based introduction. An open-access book.
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Examples from McElreath's Statistical Rethinking, First edition coded in Stan.
Direct Stan code for second edition of McElreath's Statistical Rethinking
Regression and other stories R examples
RStan, the R interface to Stan
rstanarm R package for Bayesian applied regression modeling
Stan syntax highlighting for vim