The difference between the Pearson correlation coefficient is the Spearman correlation coefficient
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It calculates the strength and direction of the linear relationship between the variables, ranging from -1 to 1. A positive value indicates a positive linear relationship, a negative value indicates a negative linear relationship, and a value of 0 indicates no Show more…
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Explain the difference between Pearson and Spearman correlation coefficient. What is the meaning of significant correlation?
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What is the difference between the Pearson correlation and the Spearman correlation? a. The Pearson correlation uses t statistics, and the Spearman correlation uses F-ratios. b. The Pearson correlation is used on samples bigger than 30, and the Spearman correlation is used on samples less than 29. c. The Spearman correlation is the same as the Pearson correlation, but it is used on data from an ordinal scale. d. The Spearman correlation is used when the sample variance is unusually high.
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The Pearson correlation coefficient requires that the data be quantitative. Does the Spearman rank correlation require that data be quantitative? Explain.
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