QUESTION IMAGE
Question
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 |
|---|---|---|---|
| 1 | 9 | ||
| 2 | 7 | ||
| 3 | 3 | ||
| 4 | 1 |
(a) construct a histogram of the data.
there are four histograms with the x - axis labeled number of movies (values 0, 1, 2, 3, 4) and y - axis labeled frequency (values 0, 2, 4, 6, 8). each histogram has bars for 0, 1, 2, 3, 4 movies with different heights.
(b) complete the columns of the chart. (enter exact numbers as integers, fractions, or decimals.)
| # of movies | frequency | relative frequency | cumulative relative frequency |
|---|---|---|---|
| 1 | 9 | ||
| 2 | 7 | ||
| 3 | 3 | ||
| 4 | 1 |
Part (a)
To construct a histogram, we need to check the frequency of each number of movies:
- For 0 movies: frequency is 5
- For 1 movie: frequency is 9
- For 2 movies: frequency is 7
- For 3 movies: frequency is 3
- For 4 movies: frequency is 1
We look at the height of each bar in the histograms. The first histogram has:
- 0 movies: height 5 (matches frequency 5)
- 1 movie: height 9 (matches frequency 9)
- 2 movies: height 1 (but frequency is 7, so no)
- 3 movies: height 3 (matches frequency 3)
- 4 movies: height 7 (but frequency is 1, so no)
The second histogram:
- 0 movies: height 5 (matches)
- 1 movie: height 1 (frequency 9, no)
- 2 movies: height 7 (matches)
- 3 movies: height 3 (matches)
- 4 movies: height 9 (frequency 1, no)
The third histogram:
- 0 movies: height 5 (matches)
- 1 movie: height 9 (matches)
- 2 movies: height 7 (matches)
- 3 movies: height 3 (matches)
- 4 movies: height 1 (matches)
The fourth histogram:
- 0 movies: height 1 (frequency 5, no)
- 1 movie: height 3 (frequency 9, no)
- 2 movies: height 7 (matches)
- 3 movies: height 8 (frequency 3, no)
- 4 movies: height 5 (frequency 1, no)
So the correct histogram is the third one (the one with 0:5, 1:9, 2:7, 3:3, 4:1 heights).
Part (b)
Step 1: Calculate Relative Frequency
Relative Frequency is calculated as $\text{Relative Frequency} = \frac{\text{Frequency}}{\text{Total Number of Students}}$. The total number of students is $5 + 9 + 7 + 3 + 1 = 25$.
- For 0 movies: $\frac{5}{25} = 0.2$
- For 1 movie: $\frac{9}{25} = 0.36$
- For 2 movies: $\frac{7}{25} = 0.28$
- For 3 movies: $\frac{3}{25} = 0.12$
- For 4 movies: $\frac{1}{25} = 0.04$
Step 2: Calculate Cumulative Relative Frequency
Cumulative Relative Frequency is the sum of relative frequencies up to that point.
- For 0 movies: cumulative relative frequency is the relative frequency of 0 movies, which is $0.2$ (since it's the first category, cumulative is the same as relative)
- For 1 movie: cumulative relative frequency is relative frequency of 0 + relative frequency of 1: $0.2 + 0.36 = 0.56$
- For 2 movies: cumulative relative frequency is $0.2 + 0.36 + 0.28 = 0.84$
- For 3 movies: cumulative relative frequency is $0.2 + 0.36 + 0.28 + 0.12 = 0.96$
- For 4 movies: cumulative relative frequency is $0.2 + 0.36 + 0.28 + 0.12 + 0.04 = 1.00$
Part (b) Table Completion
| # of movies | Frequency | Relative Frequency | Cumulative Relative Frequency |
|---|---|---|---|
| 1 | 9 | $\frac{9}{25} = 0.36$ | $0.2 + 0.36 = 0.56$ |
| 2 | 7 | $\frac{7}{25} = 0.28$ | $0.56 + 0.28 = 0.84$ |
| 3 | 3 | $\frac{3}{25} = 0.12$ | $0.84 + 0.12 = 0.96$ |
| 4 | 1 | $\frac{1}{25} = 0.04$ | $0.96 + 0.04 = 1.00$ |
Final Answers
(a)
The correct histogram is the third one (the one with 0:5, 1:9, 2:7, 3:3, 4:1 heights).
(b)
| # of movies | Frequency | Relative Frequency | Cumulative Relative Frequency |
|---|---|---|---|
| 1 | 9 | $0.36$ | $0.56$ |
| 2 | 7 | $0.28$ | $0.84$ |
| 3 | 3 | $0.12$ | $0.96$ |
| 4 | 1 | $0.04$ | $1.00$ |
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Part (a)
To construct a histogram, we need to check the frequency of each number of movies:
- For 0 movies: frequency is 5
- For 1 movie: frequency is 9
- For 2 movies: frequency is 7
- For 3 movies: frequency is 3
- For 4 movies: frequency is 1
We look at the height of each bar in the histograms. The first histogram has:
- 0 movies: height 5 (matches frequency 5)
- 1 movie: height 9 (matches frequency 9)
- 2 movies: height 1 (but frequency is 7, so no)
- 3 movies: height 3 (matches frequency 3)
- 4 movies: height 7 (but frequency is 1, so no)
The second histogram:
- 0 movies: height 5 (matches)
- 1 movie: height 1 (frequency 9, no)
- 2 movies: height 7 (matches)
- 3 movies: height 3 (matches)
- 4 movies: height 9 (frequency 1, no)
The third histogram:
- 0 movies: height 5 (matches)
- 1 movie: height 9 (matches)
- 2 movies: height 7 (matches)
- 3 movies: height 3 (matches)
- 4 movies: height 1 (matches)
The fourth histogram:
- 0 movies: height 1 (frequency 5, no)
- 1 movie: height 3 (frequency 9, no)
- 2 movies: height 7 (matches)
- 3 movies: height 8 (frequency 3, no)
- 4 movies: height 5 (frequency 1, no)
So the correct histogram is the third one (the one with 0:5, 1:9, 2:7, 3:3, 4:1 heights).
Part (b)
Step 1: Calculate Relative Frequency
Relative Frequency is calculated as $\text{Relative Frequency} = \frac{\text{Frequency}}{\text{Total Number of Students}}$. The total number of students is $5 + 9 + 7 + 3 + 1 = 25$.
- For 0 movies: $\frac{5}{25} = 0.2$
- For 1 movie: $\frac{9}{25} = 0.36$
- For 2 movies: $\frac{7}{25} = 0.28$
- For 3 movies: $\frac{3}{25} = 0.12$
- For 4 movies: $\frac{1}{25} = 0.04$
Step 2: Calculate Cumulative Relative Frequency
Cumulative Relative Frequency is the sum of relative frequencies up to that point.
- For 0 movies: cumulative relative frequency is the relative frequency of 0 movies, which is $0.2$ (since it's the first category, cumulative is the same as relative)
- For 1 movie: cumulative relative frequency is relative frequency of 0 + relative frequency of 1: $0.2 + 0.36 = 0.56$
- For 2 movies: cumulative relative frequency is $0.2 + 0.36 + 0.28 = 0.84$
- For 3 movies: cumulative relative frequency is $0.2 + 0.36 + 0.28 + 0.12 = 0.96$
- For 4 movies: cumulative relative frequency is $0.2 + 0.36 + 0.28 + 0.12 + 0.04 = 1.00$
Part (b) Table Completion
| # of movies | Frequency | Relative Frequency | Cumulative Relative Frequency |
|---|---|---|---|
| 1 | 9 | $\frac{9}{25} = 0.36$ | $0.2 + 0.36 = 0.56$ |
| 2 | 7 | $\frac{7}{25} = 0.28$ | $0.56 + 0.28 = 0.84$ |
| 3 | 3 | $\frac{3}{25} = 0.12$ | $0.84 + 0.12 = 0.96$ |
| 4 | 1 | $\frac{1}{25} = 0.04$ | $0.96 + 0.04 = 1.00$ |
Final Answers
(a)
The correct histogram is the third one (the one with 0:5, 1:9, 2:7, 3:3, 4:1 heights).
(b)
| # of movies | Frequency | Relative Frequency | Cumulative Relative Frequency |
|---|---|---|---|
| 1 | 9 | $0.36$ | $0.56$ |
| 2 | 7 | $0.28$ | $0.84$ |
| 3 | 3 | $0.12$ | $0.96$ |
| 4 | 1 | $0.04$ | $1.00$ |