23  Resources

I have found the following resources are as helpful in understanding various topics related to research methods and statistics.

23.1 Research Design and Statistical Inference

23.1.1 NHST and p-values

• Improving Your Statistical Inferences (Online Course)
• Cohen, J. (1994). The world is round p<.05. American Psychologist. https://www.sjsu.edu/faculty/gerstman/misc/Cohen1994.pdf

23.1.2 Effect Sizes

• Guide to Effect Sizes and Confidence Intervals
• Effect Size Converter

23.1.3 Power

• Power Buddy

23.2 Conducting Analysis

23.2.1 Moderation and Mediation

• A Language Not a Letter: Learning Statistics in R. https://ademos.people.uic.edu/Chapter14.html