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What statistic can we use to determine percentage of variation in height that can be explained by shoe size? covariance correlation coefficient correlation and covariance

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What statistic can we use to determine percentage of variation in height that can be explained by shoe size? covariance correlation coefficient correlation and covariance coefficient of determinationWhat statistic can we use to determine the direction of the relationship between height and shoe size? correlation coefficient coefficient of determination correlation and covariance covariance

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