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Question

The demand for a good at different price points is given in the below. Find the correlation coefficeint between price and quantity demanded.

Price (P)Quantity (Q)1012020105308540555040


A

0.9

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B

-0.9

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C

0.99

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D

-0.99

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Solution

The correct option is D

-0.99


xyx¯x(x¯x)2(y¯y)(x¯x)2(x¯x)(y¯y)1012020400391521780201051010024576240308500416040551010026676260504020400411681820=1000=4470=2100

¯x=xn=1505=30
¯y=yn=4055=81

r=ni=1(xi¯x)(yi¯y)ni=1(xi¯x)2ni=1(yi¯y)2=21001000×4470=21002114.24=0.99


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