Question

In: Statistics and Probability

1. Consider the following table which shows different baskets of tennis balls: Baskets Number of golf...

1. Consider the following table which shows different baskets of tennis balls:

Baskets

Number of golf balls

(Population)

1

30

2

18

3

30

4

33

5

36

(a) List all samples of size 2, and compute the mean of each sample.

(b) Compute the mean of the distribution of the sample mean and the population mean. Compare the two values.

(c) Compare the dispersion in the population with that of the sample mean.

PLEASE SHOW ALL WORK

Solutions

Expert Solution

a)

Total possible pairs of sample size 2 are

Basket 1 Basket 2 Mean
30 18 24
30 30 30
30 33 31.5
30 36 33
18 30 24
18 33 25.5
18 36 27
30 33 31.5
30 36 33
33 36 34.5

b)

The population mean is obtained as follow,

Baskets Number of golf balls
1 30
2 18
3 30
4 33
5 36
Mean 29.4

The sample mean for all possible sample of size two is obtained as follow,

Sample Mean
1 24
2 30
3 31.5
4 33
5 24
6 25.5
7 27
8 31.5
9 33
10 34.5
mean 29.4

Sample mean and the population mean are same.

c)

The dispersion in the mean in define by the standard deviation,

Baskets Number of golf balls, x Population mean,
1 30 29.4 0.6 0.36
2 18 29.4 -11.4 129.96
3 30 29.4 0.6 0.36
4 33 29.4 3.6 12.96
5 36 29.4 6.6 43.56
Sum 187.2

The sample mean is obtained as follow,

Sample Mean, x Sample mean,
1 24 29.4 -5.4 29.16
2 30 29.4 0.6 0.36
3 31.5 29.4 2.1 4.41
4 33 29.4 3.6 12.96
5 24 29.4 -5.4 29.16
6 25.5 29.4 -3.9 15.21
7 27 29.4 -2.4 5.76
8 31.5 29.4 2.1 4.41
9 33 29.4 3.6 12.96
10 34.5 29.4 5.1 26.01
Sum 140.4

The population mean is more dispersed compare to sample mean


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