Back to 7.3 Using the Central Limit Theorem

7.3 Exercise 39

Avg difficulty 2.5

The closing stock prices of 35 U.S. semiconductor manufacturers are given as follows:

Company Closing Stock Prices
1 8.625
2 30.25
3 27.625
4 46.75
5 32.875
6 18.25
7 5
8 0.125
9 2.9375
10 6.875
11 28.25
12 24.25
13 21
14 1.5
15 30.25
16 71
17 43.5
18 49.25
19 2.5625
20 31
21 16.5
22 9.5
23 18.5
24 18
25 9
26 10.5
27 16.625
28 1.25
29 18
30 12.87
31 7
32 12.875
33 2.875
34 60.25
35 29.25
  1. In words, Χ = ______________.
    1. x ¯ \bar{x} = _____
    2. sx = _____
    3. n = _____
  2. Construct a histogram of the distribution of the averages. Start at x = –0.0005. Use bar widths of 10.
  3. In words, describe the distribution of the stock prices.
  4. Randomly average five stock prices together. (Use a random number generator.) Continue averaging five prices together until you have 10 averages. List those 10 averages.
  5. Use the 10 averages from part (e) to calculate the following:
    1. x ¯ \bar{x} = _____
    2. sx = _____
  6. Construct a histogram of the distribution of the averages. Start at x = –0.0005. Use bar widths of 10.
  7. Does this histogram look like the graph in Part (c)?
  8. In one or two complete sentences, explain why the graphs either look the same or look different.
  9. Based on the theory of the central limit theorem, X ¯ \bar{X} ~ _____(_____, ____).

OpenStax Statistics, 7.3 Using the Central Limit Theorem, exercise 39

AI Tutor

Adapted from Statistics © 2022 Rice University. Licensed under CC BY 4.0. Source: Statistics. Imported at revision 7dea80a.