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April 1, 2023 by ktangen

Practice Correlation

Pearson r

Item 1

What is the correlation between these two variables:
Stress                Sense of Humor
4                             2
10                             8
12                            11
5                             3
7                             8
6                             7
2                             3
14                            13

SSx = _____
SSy = _____
SSxy = _____
r = _____

 

Item 2

What is the correlation between these two variables:
Laughter                      Statistics
11                              19
3                                6
5                                6
15                              12
7                                8
6                                7
9                              14

SSx = _____
SSy = _____
SSxy = _____
r = _____

 

Item 3

How much variance is accounted for between these two variables:

Strength                   Speed
12                           3
9                           7
6                           9
3                         11
1                         15
7                           6

SSx = _____
SSy = _____
SSxy = _____
r = _____
rsquared = _____

 

Item 4

What is the correlation between these two variables:

Strength                Peace
2                         2
6                         5
7                         8
14                       19
15                       12
9                         8
4                         5

SSx = _____
SSy = _____
SSxy = _____
r = _____
rsquared = _____

 

Item 5

How much variance is NOT accounted for between these two variables

Strength Anxiety
2                     3
9                     7
3                     4
1                     1
7                   12
SSx =     _____
SSy =     _____
SSxy =   _____
r =         _____
r2 =        _____
1 – r2 = _____

 

Item 6

Is there a significant relationship between the number of petals on a flower and how much the elephant plant weighs
Petals Weight
18                     1
15                     7
8                   11
6                     6
4                   18
2                   22
SSx =     _____
SSy =     _____
SSxy =   _____
r =         _____
r2 =        _____

 

Item 7

What percent of variance do love and peace have in common

Love Peace
12                     1
22                     3
8                     0
19                     1
2                   11
9                     4
7                     5
SSx =     _____
SSy =     _____
SSxy =   _____
r =         _____
r2 =        _____

 

ANSWERS

Item 1

What is the correlation between these two variables:
Stress         Sense of Humor
4                     2
10                     8
12                   11
5                     3
7                     8
6                     7
2                     3
14                   13
SSx =    120.00
SSy =    110.88
SSxy =  108.50
r =   .94

 

Item 2

What is the correlation between these two variables:
Laughter     Statistics
11                 19
3                   6
5                   6
15                 12
7                   8
6                   7
9                 14
SSx =     98.00
SSy =   145.43
SSxy =   85.00
r =   .71

 

Item 3

How much variance is accounted for between these two variables:

Strength        Speed
12                 3
9                 7
6                 9
3               11
1               15
7                 5
SSx =      79.33
SSy =      87.50
SSxy =  – 80.00
r =    – .96
r2 =   .92 or 92% of the mutual variance is accounted for

 

Item 4

What is the correlation between these two variables:

Strength         Peace
2                     2
6                     5
7                     8
14                   19
15                   12
9                     8
4                     5
SSx =     142.86
SSy =     189.71
SSxy =   147.57
r =   .896
Just for practice here is the r2 =   .80 or 80% of the mutual variance

 

Item 5

How much variance is NOT accounted for between these two variables:

Strength   Anxiety
2                     3
9                     7
3                     4
1                     1
7                   12

SSx =     47.20
SSy =     73.20
SSxy =   47.20
r =              .80
r2 =       .65 or 65%

1 – r2 = .35 or 35

 

Item 6

Is there a significant relationship between the number of petals on a flower and how much the elephant plant weighs:
Petals      Weight
18                     1
15                     7
8                   11
6                     6
4                   18
2                   22

SSx =  200.83
SSy =  310.83
SSxy = – 211.17
r =  – .85
r2 = .71
Check r against the Critical values of the Pearson r table using 4 degrees of freedom = .811
Since r of .85 is larger than the table r of .81, this correlation is significant and the relationship you see is not likely to be due to chance.

 

Item 7

What percent of variance do love and peace have in common

Love Peace
12                     1
22                     3
8                     0
19                     1
2                   11
9                     4
7                     5
SSx =  245.43
SSy =     83.71
SSxy =   – 92.14
r =         – .59
r2 =        34%

 

 

Filed Under: Statistics

‘There are two great principles of psychology: people have a tremendous capacity to change, and we usually don’t.”   Ken Tangen

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