Correlation testing in R

Does a sample correlation imply a population correlation, or could the observed data just be due to random chance? Let's get into it!
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[@yakunats]

This is so good. I have been struggling with lecturers who gloss over explanations of statistics and your simple explanations always point me in the right direction. I like code but I need to know why we do certain things and what they mean. Your lessons go a long way in providing clarity. Thanks a million.

[@EquitableEquations]

Yay! I’m glad it was helpful.

[@pasheikhngom]

Thank you so much for taking the time to make these videos! They have been so helpful to me!

[@EquitableEquations]

Yay! I'm so glad they've been helpful.

[@MikandaMaboto]

Thank you kindly

[@romanvasiura6705]

Thank you!

[@Gibstack]

Awesome video! :)

[@marcoesteves4367]

Great again. What about spurious correlations ? Is there any chance that we have all criteria met and yet we are facing an spurious correlation?

[@EquitableEquations]

Yes! The p-value specifically represents the probability of a false positive when the null is true.