R Programming for Statistics and Data Science - Covariance and Correlation

R Programming for Statistics and Data Science - Covariance and Correlation

Assessment

Interactive Video

Mathematics

9th - 10th Grade

Hard

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This video tutorial explores measures used when working with multiple variables, focusing on covariance and the linear correlation coefficient. It uses real estate data to illustrate the relationship between land value and structure cost. The tutorial explains covariance, its limitations, and introduces the correlation coefficient as a standardized measure. It covers the properties of correlation, including perfect positive, zero, and negative correlations, and demonstrates how to calculate these using R programming. The video concludes with an advanced analysis using the core.test function in R, highlighting its utility in data analysis.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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