I am passionate about teaching statistics and about data visualization. Here are a few related links:
Statistics:
Institute for Digital Research an Education, UCLA : http://www.ats.ucla.edu/stat/
Jeromy Anglim’s Blog: Psychology and Statistics: jeromyanglim.blogspot.com
David Lane’s Online Stat Book: OnlineStatBook.com
Hyperstat: http://davidmlane.com/hyperstat/index.html
R:
Inspiration (and how-to) for data visualization in R: www.r-graph-gallery.com
RStudio, open source software for R, https://www.rstudio.com/
R-bloggers: https://www.r-bloggers.com/
Learning Statistics with R: https://health.adelaide.edu.au/psychology/ccs/teaching/lsr/
My favorite packages:
- lavaan – latent variable analysis, http://lavaan.ugent.be/
- ggplot2 – graphics and plotting system, http://ggplot2.org/
- swirl – learn R, in R: http://swirlstats.com/
Data clean-up:
OpenRefine, tool to clean up messy data: openrefine.org
Data visualization:
Tableau for students and instructors: https://www.tableau.com/academic