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MCQs on correrlation


1.What do we expect from the statement "points are very dense".

a. poor correlation

b. good correlation

c. nothing

Ans: a

2. "Correlation coefficient is independent of change of origin and scale". Is it true?

a.Yes

b.No

Ans: Yes

3. Two independent variables are uncorrelated.This implies 

a. Cov(X,Y)=0

b. r(X,Y)=0

c. \sigma_{x}\sigma_{y}=0

Ans: a

4.If r is the correlation coefficient then S.E(r)=?

a. \frac{1-n^2}{\sqrt r}

b. \frac{1-r^2}{\sqrt n}

c. \frac{1-r^2}{\sqrt r} 

Ans: b

5.Find r(X,Y)

                  X

Y

-1

1

0

1/8

3/8

1

2/8

2/8

a.0.26

b.0.36

c.0.46 

Ans: a

6. If V =X-Y and U =X+Y, Then find the Cov(U,V).

a. \sigma_{x}\sigma_{y}

b. \sigma_{x}+\sigma_{y}

c. \sigma_{x}^2+\sigma_{y}^2

Ans: c

7. The variables X and Y are connected by the relation aX+bY+c=0.The r(X,Y) = - 1. Iff 

a. signs of a,b are alike

b. signs of a,b are different

c. None of them

Ans: a

8. To find the proficiency in possession of two characteristics we will use 

a. Rank correlation

b. Simple correlation

c. s.d

d. None of them

Ans: a

9. V(aX\pm bY)=?

a. a^2V(X)\pm 2ab Cov(X,Y) +b^2 V(Y)

b. b^2V(X)\pm 2ab Cov(X,Y) +a^2 V(Y)

c. a^2V(X)\pm 2a^2b^2 Cov(X,Y) +b^2 V(Y)

Ans: a

10. The coefficient of variation will have positive sign when 

a. X is increasing and Y is decreasing 

b. Y is increasing and X is decreasing 

c. X is increasing and Y is  increasing

Ans: c

 

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