Math Problem Statement
Solution
Let me walk you through answering the questions based on the data in the image.
Given Information:
- Mean of the scores = 37.794
- Standard deviation (stdev) = 13.573
- Number of students (n) = 34
- Range of scores: minimum = 13, maximum = 68
- Median score = 34.5
- Interquartile Range: Q1 = 30, Q3 = 46
- Shapiro-Wilk p-value = 0.1547, indicating normality.
Answers to Questions:
2.01 How many students took Quiz #1?
- There are 34 students who took Quiz #1 (n = 34).
2.02 What was the average score for the class for Quiz #1?
- The average score is the mean, which is 37.794.
2.03 What was the median score for Quiz #1?
- The median score is 34.5.
2.04 What was the standard deviation for Quiz #1?
- The standard deviation is 13.573.
2.05 What was the variance for Quiz #1?
- Variance is the square of the standard deviation. Therefore:
2.06 What was the maximum score for Quiz #1?
- The maximum score is 68.
2.07 The histogram of the scores is shown to the right. Does the shape appear "bell-shaped"?
- Yes, the histogram, with a normal curve overlay, appears roughly bell-shaped.
2.08 What is the z-score for the raw score of 68?
The formula for z-score is: Where:
- (raw score)
- (mean)
- (standard deviation)
So, the z-score for a raw score of 68 is approximately 2.23.
2.09 How many standard deviations is the score of 68 away from the mean (average) score?
- The score of 68 is approximately 2.23 standard deviations above the mean.
2.10 What is the z-score for the raw score of 37?
So, the z-score for a raw score of 37 is approximately -0.06.
2.11 How many standard deviations is the score of 37 away from the mean (average) score?
- The score of 37 is approximately 0.06 standard deviations below the mean.
2.12 How many Course Points did the raw score of 58 earn?
- To find the z-score for 58: From the table on the right, a z-score of 1.04 to 1.65 corresponds to 28 course points.
2.13 How many Course Points did the raw score of 37 earn?
- The z-score for 37 is approximately -0.06, which falls between -0.25 and 0.25. According to the table, this corresponds to 24 course points.
Would you like any further clarification or details on any of these solutions?
Follow-Up Questions:
- How is the variance related to the standard deviation?
- What does the z-score tell you about a specific student's performance relative to the class?
- How would you calculate the z-score for a raw score of 50?
- What might you infer from a student having a negative z-score?
- How does the shape of the histogram relate to normal distribution?
Tip:
To easily interpret z-scores, remember that a score near zero means the raw score is close to the mean, while larger positive or negative z-scores indicate the score is far from the mean in respective directions.
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Math Problem Analysis
Mathematical Concepts
Descriptive statistics
Standard deviation
Variance
Z-scores
Histogram interpretation
Formulas
Mean (average) = sum of values / number of values
Variance = (Standard deviation)^2
Z-score formula: z = (X - μ) / σ
Theorems
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Suitable Grade Level
College level (Introductory Statistics)
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