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The histogram of an independent variable X, and a dependent variable Y are given below along with a scatter plot of X and Y based
The histogram of an independent variable X, and a dependent variable Y are given below along with a scatter plot of X and Y based on 90 samples. Which of the following are true statements? (Choose all that apply) Histogram of X Histogram of Y 40 Frequency Frequency & O 0.0 0.5 1.0 1.5 2.0 2.5 N 6 8 10 12 14 dfSx dffyO O 12 10 O O O OO N 84 O 0.0 0.5 1.0 1.5 2.0 X A linear regression model is appropriate to fit this data as it is presented here. The pearson correlation is a better measure of the relationship between X and Y than the spearman rank correlation Adding the point (x = 0.5, y = 10) would increase the pearson correlation. ") Based on the sample size, reducing overplotting in this scatter plot will change the interpretation of the relationship between X and Y. The slope of the regression line between X and Y would be greater than 0
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