Question

In: Statistics and Probability

6. The researcher can choose how wide a bin of a histogram can be-True or false?...

6. The researcher can choose how wide a bin of a histogram can be-True or false?

16. Suppose that three book publishers were interested in the number of fiction paperbacks adult consumers purchase per month. Each publisher conducted a survey. In the survey, adult consumers were asked the number of fiction paperbacks they had purchased the previous month. The results are as follows:

# of books Freq. Rel. Freq.
0 10
1 12
2 16
3 12
4 8
5 6
6 2
8 2

Publisher A

# of books Freq. Rel. Freq.
0 18
1 24
2 24
3 22
4 15
5 10
7 5
9 1

  Publisher B

# of books Freq. Rel. Freq.
0–1 20
2–3 35
4–5 12
6–7 2
8–9 1

Publisher C

  1. Find the relative frequencies for each survey. Write them in the charts.
  2. Using either a graphing calculator, computer, or by hand, use the frequency column to construct a histogram for each publisher's survey. For Publishers A and B, make bar widths of one. For Publisher C, make bar widths of two.
  3. In complete sentences, give two reasons why the graphs for Publishers A and B are not identical.
  4. Would you have expected the graph for Publisher C to look like the other two graphs? Why or why not?
  5. Make new histograms for Publisher A and Publisher B. This time, make bar widths of two.
  6. Now, compare the graph for Publisher C to the new graphs for Publishers A and B. Are the graphs more similar or more different? Explain your answer.

18. Twenty-five randomly selected students were asked the number of movies they watched the previous week. The results are as follows.

# of movies Frequency Relative Frequency Cumulative Relative Frequency
0 5
1 9
2 6
3 4
4 1

Table 2.67

  1. Construct a histogram of the data.
  2. Complete the columns of the chart.

Solutions

Expert Solution

6. TRUE, researchers can choose the bin of histogram.

16. (a) Relative frequency is calculated by dividing the frequency value by the total frequency.

PUBLISHER A
# of books Freq. Rel. Freq.
0 10 14.7%
1 12 17.6%
2 16 23.5%
3 12 17.6%
4 8 11.8%
5 6 8.8%
6 2 2.9%
8 2 2.9%
sum: 68
PUBLISHER B
# of books Freq. Rel. Freq.
0 18 15.1%
1 24 20.2%
2 24 20.2%
3 22 18.5%
4 15 12.6%
5 10 8.4%
7 5 4.2%
9 1 0.8%
sum: 119
PUBLISHER C
# of books Freq. Rel. Freq.
0–1 20 28.6%
2–3 35 50.0%
4–5 12 17.1%
6–7 2 2.9%
8–9 1 1.4%
sum: 70

(b)

(c) Publishers A and B have different graphs because

  1. The consumer sample that the 2 publishers surveyed would be different
  2. The consumers responded differently for last month's purchases and each graph has a window of only 1 bar width that increases the variability

(d) No, graph for publisher C would look different from the other two graphs because of the different window size. Variance is decreased in publisher C graph as compared to the other 2 graphs.

(e)

(f) The new graphs for publisher C are more similar to the new graphs of publisher A and B because of the new bar width used. The interval 2 is able to decrease the variance and spread and hence they look more similar.

18. (a) Histogram:

(b) Calculating relative frequency and cumulative relative frequency for completing the columns of chart:


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