Justin Post
5260 SAS Hall | Justin_Post@ncsu.edu | 919.515.0637

Links to Useful Material

If you come across something useful, please e-mail us and we'll add the link.



Books


Link to The Elements of Statistical Learning Book (download book, R code, etc.)
Link to Introduction to Statistical Learning Book (download book, R code, etc.)
Link to Gaussian Processes for Machine Learning Book (Bayesian machine learning type reference, highly recommended by Chris Krut!)
Link to Bayesian Reasoning and Machine Learning Book


Important Papers


Link to 'The LASSO Page' by Tibshirani
Link to Trevor Hastie's page (includes GLMNet R info and more)
Link to original Elastic Net Paper


Presentation Resources


Link to R studio.
Link to R Markdown package information.
Link to R Shiny.
Link to WriteLatex, an online Latex editor.


Random Things


Big Data lecture series freely available.
Web site devoted to data science. They have a nice weekly news letter.
Article about Statistics and Data Science.