KLI in R (Kullback-Leibler Interactive) --- Computes number of samples needed for confidence in model selection.
Important Files:
- kli.R -- Code for number of samples.
- tutorial.Rmd -- Tutorial for using kli.R
- JSMPaper.Rnw -- Paper for JSM Proceedings 2017 with reproducible research
- JSMtalk.Rmd -- Slides for JSM Talk 2017
- PCAtalk.Rmd -- Slides for talk given to undergraduates at American University (didn't end up talking about PCA)
Note to run the baseball code for the paper and talk, you need to download the data from https://github.com/maxtoki/baseball_R/. Put files fields.csv and all20011.csv into a new directory in repository called data/.