In: Statistics and Probability
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.)
(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.