Question

In: Statistics and Probability

For the accompanying data set, (a) draw a scatter diagram of the data, (b) by hand,complete...

For the accompanying data set, (a) draw a scatter diagram of the data, (b) by hand,complete the correlation coefficient, and (c) determine whether there is a linear relation between x and y.

x

2

4

6

6

7

y

4

8

12

12

20  

Critical Values for Correlation Coefficient

n

3

0.997

4

0.950

5

0.878

6

0.811

7

0.754

8

0.707

9

0.666

10

0.632

11

0.602

12

0.576

13

0.553

14

0.532

15

0.514

16

0.497

17

0.482

18

0.468

19

0.456

20

0.444

21

0.433

22

0.423

23

0.413

24

0.404

25

0.396

26

0.388

27

0.381

28

0.374

29

0.367

30

0.361

n

(a) Draw a scatter diagram of the data _______________________

(b) BY hand , compute the correlation coefficient.

The correlation coefficient is r=__________________.(Round to three decimal places as needed).

(c). Determine whether there is a linear relation between x and y.

Because the correlation coefficient is (positive or negative) and the absolute value of the correlation coefficient________ is (greater or not greater)than the critical value for this data set,________,( a positive, a negative or no)linear relation exists between x and y. (Round to three decimal places as needed.)

   

   

Solutions

Expert Solution

(a) Draw a scatter diagram of the data

(b)

(b) BY hand , compute the correlation coefficient.

The correlation coefficient is r=__________________.(Round to three decimal places as needed).

X Y XBAR YBAR (X-XBAR) (Y-YBAR) (X-XBAR)(Y-YBAR) (X-XBAR)^2 (Y-YBAR)^2
2 4 5 11.2 -3 -7.2 21.6 9 51.84
4 8 5 11.2 -1 -3.2 3.2 1 10.24
6 12 5 11.2 1 0.8 0.8 1 0.64
6 12 5 11.2 1 0.8 0.8 1 0.64
7 20 5 11.2 2 8.8 17.6 4 77.44
TOTAL 44 16 140.8
MEAN X BAR=25/5=5 YBAR=56/5=11.2
r=44/sqrt(16*140.8)
r=0.9270248

correlation coefficient=r=0.927

Solutionc:

n=5

critical r=0.878

Because the correlation coefficient is (positive) and the absolute value of the correlation coefficient 0.927

is (not greater),than the critical value for this data set 0.878,

a positive)linear relation exists between x and y.


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