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statistics (theory)

Correlation Analysis in R, Part 1: Basic Theory

Part 1 of the series of practical hands-on tutorials on performing correlation analysis in R. In this part, I will provide a simple overview of what correlation coefficients are, what they tell and don’t tell us, when they are meaningful (aka statistically significant), and what is their practical significance.