Statistical Analysis

This page helps you learn more about data and statistics and provides resources for training.

Page Contents:

• Definitions
• Training
• Best Practices

Definitions

• Glossary of Statistical Terms from the University of California, Berkeley
• OECD Glossary of Statistical Terms from the Organisation for Economic Co-operation and Development

Training

• 40 Techniques Used by Data Scientists - A primer on statistical analysis.
• Guides and Refreshers:
  • LinkedIn Learning includes beginner and advanced training videos on statistics and statistical analysis as well as on tools such as tests and Excel
  • Article: Introduction to Research Statistical Analysis: An Overview of the Basics by Christian Vandever
• General Training:
  • School of Data
  • Stat Trek
• Statistical Tests:
  • Website: How to Choose Which Statistical Test to Use from ICPSR
  • Tutorial: Choosing the Correct Statistical Test from Claremont Graduate University
  • Article: An Introduction to Statistics: Choosing the Correct Statistical Test by Priya Ranganathan

Best Practices

• Define clear research questions/hypotheses
• Prepare your data
• Match statistical tests to data type and research questions
• Report values, effects, and confidence
• Acknowledge alternative views and biases
• Keep detailed records of data and methods
• Clearly communicate significance, with complexity tailored to the audience