Population Variance, Population Standard Deviation, Z-score


a.       Find the population variance

x

(x-u)

abs(x-u)

variance

6

1.71

1.71

2.92

2

-2.29

2.29

5.22

4

-0.29

0.29

0.08

9

4.71

4.71

22.22

1

-3.29

3.29

10.8

3

-1.29

1.29

1.65

5

0.71

0.71

0.51

4.29

 

 

 

 

SSx = ∑(x - u)2 =

43.41

Population Variance =

6.2

                                                  i.      α2 = ∑ ( x – µ )2 / N











b.      Find the population standard deviation
Pop. Standard Deviation = 2.49

c.       Find the interquartile range
Range: 1    2    3    4    5    6    9
Q3 – Q1
i = (P/100) * n
Q1 = P25/100 * 7
i = 25/100 * 7 = 1.75
i = 1.75 + 1 = 2.75 = 2
Q1 = P25 = 2

Q3
i = P75/100 * 7 = 5.25
i = 5.25 + 1 = 6.25 = 6
Q3 = P75 = 6
Interquartile range = Q3 – Q1 = 6 – 2 = 4

d.      Find the z-score for each value

x

(x-u)

abs(x-u)

variance

z-Score

6

1.71

1.71

2.92

0.69

2

-2.29

2.29

5.22

-0.92

4

-0.29

0.29

0.08

-0.11

9

4.71

4.71

22.22

1.89

1

-3.29

3.29

10.8

-1.32

3

-1.29

1.29

1.65

-0.52

5

0.71

0.71

0.51

0.29



 

 

Descriptive statistics

 

 

# 1

mean

4.29

range

8

 

 

population variance

6.20

population standard deviation

2.49

 

 

1st quartile

2.50

median

4.00

3rd quartile

5.50

interquartile range

3.00