Statistics

1 Learning Statistics

Here are resources for learning statistics:

• OpenIntro Statistics: https://www.openintro.org/book/os/
• Introductory Statistics: https://openstax.org/details/books/introductory-statistics-2e
• Fantasy Football Analytics: Statistics, Prediction, and Empiricism Using R: A resource I wrote to help people learn statistics and R in the context of fantasy football
• Principles of Psychological Assessment: With Applied Examples in R: A resource I wrote for applying principles of assessment using R

2 Workshops

Here are potential sources for workshops on various statistical topics:

• https://centerstat.org
• https://smart-workshops.com
• https://www.statscamp.org
• https://statisticalhorizons.com
• https://instats.org
• https://stats.oarc.ucla.edu/other/mult-pkg/seminars/
• https://datascience-workshop.uiowa.edu/resources

3 Statistical Decision Tree

A Statistical Decision Tree For Choosing an Appropriate Statistical Procedure. Adapted from: https://commons.wikimedia.org/wiki/File:InferentialStatisticalDecisionMakingTrees.pdf (archived at https://perma.cc/L2QR-ALFA). The original source is: Corston, R., & Colman, A. M. (2000). A crash course in SPSS for Windows. Wiley-Blackwell. Changes were made to the original, including the addition of several statistical tests.

A Statistical Decision Tree For Choosing an Appropriate Statistical Procedure, Re-Formulated in a Regression Framework. Adapted from: https://commons.wikimedia.org/wiki/File:InferentialStatisticalDecisionMakingTrees.pdf (archived at https://perma.cc/L2QR-ALFA). The original source is: Corston, R. & Colman, A. M. (2000). A crash course in SPSS for Windows. Wiley-Blackwell. Changes were made to the original, including re-formulating the tests in a regression framework.