Correlation after rescaling and shifting variables
Question
If , find the correlation of with .
Short answer
. Adding constants does not affect covariance or standard deviations, and multiplying by the positive number scales the covariance and by the same factor, so the correlation is unchanged.
Adapted from QuantQuestions.io; question and answer rewritten by SelfMadeQuant.com.
See the hint and the full worked solution in the question bank (free account).
Open the worked solutionLessons behind this question
- Maximum Likelihood Estimation: Score and Log-Likelihood
- Covariance and Correlation
- Populations, Samples, and Sampling Distributions
Start with a free lesson: Expectation, Variance and Covariance is part of a free topic. Create a free account, no card needed, to read it in full with worked solutions.
Read it free