Question

In: Statistics and Probability

A researcher asked 15 samples of size (n=100) about their social media use. Here are the...

  1. A researcher asked 15 samples of size (n=100) about their social media use. Here are the mean (M) reported number of social media checks per hour for each sample:

Sampling Distribution Homework

5 6 8 10 13 15 20 22 23 25 27 33 39 42 60

What is the best estimate for the population mean (??)? Please give the actual value.

4. Here are the standard deviations for the 15 samples reported in question 3.

1.3 1.5 1.2 2.1 2.0 2.3 2.4 2.1 2.2 2.6 2.5 2.9 2.8 3.1 2.9

What is the best estimate for the population standard deviation (??)?

  1. What is the Standard Error of the Mean for the samples of social media checks (use information provided in questions 3 and 4)?

Solutions

Expert Solution

3.

The sample size is n = 15.

The provided sample data along with the data required to compute the sample mean Xˉ and sample variance s^2

X

X2

5

25

6

36

8

64

10

100

13

169

15

225

20

400

22

484

23

529

25

625

27

729

33

1089

39

1521

42

1764

60

3600

Sum =

348

11360

The sample mean Xˉ is computed as follows:

4.

The sample size is n = 15.

The provided sample data along with the data required to compute the sample mean Xˉ and sample variance s^2

X

X2

1.3

1.69

1.5

2.25

1.2

1.44

2.1

4.41

2.0

4

2.3

5.29

2.4

5.76

2.1

4.41

2.2

4.84

2.6

6.76

2.5

6.25

2.9

8.41

2.8

7.84

3.1

9.61

2.9

8.41

Sum =

33.9

81.37

The sample mean Xˉ is computed as follows:

5.

Standard Error of the Mean for the samples of social media =

Standard deviation / sqrt ( sample size )

= 2.26 / sqrt (15)

= 2.26 / 3.8729

= 0.5835

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