QUESTION IMAGE
Question
- for the following set of scores: 7 5 6 4 4 3 8 9 4 7 5 5 6 9 4 7 5 10 6 8 5 6 3 4 8 5 a. construct a frequency distribution table. b. sketch a histogram showing the distribution. c. what is the shape of the distribution?
Part a: Construct a Frequency Distribution Table
Step 1: Identify the Scores and Their Range
First, we list out all the scores and find the minimum and maximum values. The scores are: 7, 5, 6, 4, 4, 3, 8, 9, 4, 7, 5, 5, 6, 9, 4, 7, 5, 10, 6, 8, 5, 6, 3, 4, 8, 5. The minimum score is 3 and the maximum score is 10.
Step 2: Count the Frequency of Each Score
We go through each score and count how many times each score appears:
- Score 3: Appears 2 times (from the list: 3, 3)
- Score 4: Appears 5 times (4, 4, 4, 4, 4)
- Score 5: Appears 7 times (5, 5, 5, 5, 5, 5, 5)
- Score 6: Appears 5 times (6, 6, 6, 6, 6)
- Score 7: Appears 3 times (7, 7, 7)
- Score 8: Appears 3 times (8, 8, 8)
- Score 9: Appears 2 times (9, 9)
- Score 10: Appears 1 time (10)
Step 3: Construct the Frequency Distribution Table
We organize the scores (X) and their frequencies (f) into a table:
| Score (X) | Frequency (f) |
|---|---|
| 4 | 5 |
| 5 | 7 |
| 6 | 5 |
| 7 | 3 |
| 8 | 3 |
| 9 | 2 |
| 10 | 1 |
Part b: Sketch a Histogram
To sketch the histogram:
- X - axis (Horizontal Axis): Represent the scores (3, 4, 5, 6, 7, 8, 9, 10).
- Y - axis (Vertical Axis): Represent the frequency.
- Bars: For each score, draw a bar whose height is equal to the frequency of that score. For example:
- For score 3, the bar height is 2.
- For score 4, the bar height is 5.
- For score 5, the bar height is 7 (the tallest bar).
- For score 6, the bar height is 5.
- For score 7, the bar height is 3.
- For score 8, the bar height is 3.
- For score 9, the bar height is 2.
- For score 10, the bar height is 1 (the shortest bar).
The histogram will have bars centered on each score (since the scores are discrete) with heights corresponding to their frequencies.
Part c: Shape of the Distribution
To determine the shape, we analyze the frequency distribution:
- The score with the highest frequency is 5 (frequency = 7).
- The frequencies decrease as we move away from 5 in both directions (left: 3, 4; right: 6, 7, 8, 9, 10).
- The left - hand side (lower scores: 3, 4) and the right - hand side (higher scores: 6, 7, 8, 9, 10) of the peak (score 5) are roughly symmetric in terms of the pattern of frequency decrease. The frequencies for 3 (2) and 9 (2) are equal, for 4 (5) and 6 (5) are equal, for 7 (3) and 8 (3) are equal, and then 10 has a frequency of 1. So the distribution is approximately symmetric (more specifically, it is a bell - shaped or approximately normal - like distribution, although it is a discrete distribution).
Final Answers
a. The frequency distribution table is as shown above.
b. The histogram is constructed with scores on the x - axis and frequencies on the y - axis, with bar heights equal to the frequencies of each score.
c. The shape of the distribution is approximately symmetric (bell - shaped).
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Part a: Construct a Frequency Distribution Table
Step 1: Identify the Scores and Their Range
First, we list out all the scores and find the minimum and maximum values. The scores are: 7, 5, 6, 4, 4, 3, 8, 9, 4, 7, 5, 5, 6, 9, 4, 7, 5, 10, 6, 8, 5, 6, 3, 4, 8, 5. The minimum score is 3 and the maximum score is 10.
Step 2: Count the Frequency of Each Score
We go through each score and count how many times each score appears:
- Score 3: Appears 2 times (from the list: 3, 3)
- Score 4: Appears 5 times (4, 4, 4, 4, 4)
- Score 5: Appears 7 times (5, 5, 5, 5, 5, 5, 5)
- Score 6: Appears 5 times (6, 6, 6, 6, 6)
- Score 7: Appears 3 times (7, 7, 7)
- Score 8: Appears 3 times (8, 8, 8)
- Score 9: Appears 2 times (9, 9)
- Score 10: Appears 1 time (10)
Step 3: Construct the Frequency Distribution Table
We organize the scores (X) and their frequencies (f) into a table:
| Score (X) | Frequency (f) |
|---|---|
| 4 | 5 |
| 5 | 7 |
| 6 | 5 |
| 7 | 3 |
| 8 | 3 |
| 9 | 2 |
| 10 | 1 |
Part b: Sketch a Histogram
To sketch the histogram:
- X - axis (Horizontal Axis): Represent the scores (3, 4, 5, 6, 7, 8, 9, 10).
- Y - axis (Vertical Axis): Represent the frequency.
- Bars: For each score, draw a bar whose height is equal to the frequency of that score. For example:
- For score 3, the bar height is 2.
- For score 4, the bar height is 5.
- For score 5, the bar height is 7 (the tallest bar).
- For score 6, the bar height is 5.
- For score 7, the bar height is 3.
- For score 8, the bar height is 3.
- For score 9, the bar height is 2.
- For score 10, the bar height is 1 (the shortest bar).
The histogram will have bars centered on each score (since the scores are discrete) with heights corresponding to their frequencies.
Part c: Shape of the Distribution
To determine the shape, we analyze the frequency distribution:
- The score with the highest frequency is 5 (frequency = 7).
- The frequencies decrease as we move away from 5 in both directions (left: 3, 4; right: 6, 7, 8, 9, 10).
- The left - hand side (lower scores: 3, 4) and the right - hand side (higher scores: 6, 7, 8, 9, 10) of the peak (score 5) are roughly symmetric in terms of the pattern of frequency decrease. The frequencies for 3 (2) and 9 (2) are equal, for 4 (5) and 6 (5) are equal, for 7 (3) and 8 (3) are equal, and then 10 has a frequency of 1. So the distribution is approximately symmetric (more specifically, it is a bell - shaped or approximately normal - like distribution, although it is a discrete distribution).
Final Answers
a. The frequency distribution table is as shown above.
b. The histogram is constructed with scores on the x - axis and frequencies on the y - axis, with bar heights equal to the frequencies of each score.
c. The shape of the distribution is approximately symmetric (bell - shaped).