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Stats CB ch11 pg 341 Q.7
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Let price be X and quantity be Y
X: X Values
Y: Y Values
Mx: Mean of X Values
My: Mean of Y Values
X - Mx & Y - My: Deviation scores
(X - Mx)2 & (Y - My)2: Deviation Squared
(X - Mx)(Y - My): Product of Deviation Scores
X Values
∑ = 55
Mean = 11
∑(X - Mx)2 = SSx = 4
Y Values
∑ = 20
Mean = 4
∑(Y - My)2 = SSy = 10
X and Y Combined
N = 5
∑(X - Mx)(Y - My) = -6
Calculating Karl pearson's coefficient r,
r = ∑((X - My)(Y - Mx)) / √((SSx)(SSy))
r = -6 / √((4)(10)) = -0.9487
The value of R is -0.9487
This is a strong negative correlation, which means that high price go with low quantity (and vice versa).
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