Video: knitr, R Markdown, and R Studio: Introduction to Reproducible Analysis

This post presents the video of a talk that I presented in July 2012 at Melbourne R Users on using knitr, R Markdown, and R Studio to perform reproducible analysis. I also provide links to a github repository where the R markdown examples can be examined and the slides can be downloaded.

Free Online Videos on Mathematical Statistics from UCCS

For some time I've been searching for online video courses on mathematical statistics. I previously posted a list of mathematics video courses. However, this previous list focused on introductory mathematics courses (e.g., calculus and linear algebra) and introductory probability and statistics. This previous list did not include more sophisticated mathematical treatments of statistics. Thus, I was pleased to discover the UCCS Department of Mathematics Video Archive.

More Free Online Instructional Videos on R

I previously posted a set of links to online videos on R. I organised videos into three categories: (1) what is R; (2) how to do basic data analysis in R; and (3) how to use intermediate and advanced tools in R. Since writing the post I've discovered six or seven additional sources of videos. Each source has multiple videos (over 20 in one case). The majority of the links I've added are in the "how to do basic data analysis" category. It's great to see so many people sharing videos on R. Given the healthy number of introductory-level videos, it would be great to see more videos designed for the intermediate to advanced level. See my updated post for the full list of links to these additional videos.

A 34 Minute Video on Using R to Analyse Winter Olympic Medal Data

In this post I present a 34-minute video on using R. The video is based on an analysis of 1924 to 2006 Winter Olympic Medals that I presented previously in text form. The video aims to to show what an interactive session in R might look like using StatET and Eclipse.

Videos on Data Analysis with R: Introductory, Intermediate, and Advanced Resources

If you want to learn about R through videos, there are now a large number of options. This post provides links to many of these video under the headings of: (a) What is R? (b) Introductory R, and (c) Intermediate and Advanced R.

Creating Instructional Videos and getting Screen Captures with Jing

This post discusses one way of getting screen captures from your desktop and creating short instructional videos of actions on a computer.

Data Mining and Statistics Video Course

David Mease has an online course presented with complete videos (Statistics 202: Statistical Aspects of Data Mining ). The course uses Excel and R.