Deck 4 Distribution Shape & Correlation

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Question

Why is correlation easier to interpret than covariance?

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Answer

It is standardized, so strength is unit-free.

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Question

What does the Pearson correlation coefficient measure between two variables?

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Answer

Strength and direction of their linear relationship.

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Question

In return analysis, what does excess kurtosis of indicate?

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Answer

The distribution has normal kurtosis.

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Question

What does a correlation of tell you about two variables?

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Answer

No linear relationship; nonlinear dependence may still exist.

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