Math Problem Statement
A standardized exam's scores are normally distributed. In a recent year, the mean test score was 1495 and the standard deviation was 318. The test scores of four students selected at random are 1910, 1220, 2240, and 1390. Find the z-scores that correspond to each value and determine whether any of the values are unusual. Question content area bottom Part 1 The z-score for 1910 is 1.31. (Round to two decimal places as needed.) Part 2 The z-score for 1220 is negative 0.86. (Round to two decimal places as needed.) Part 3 The z-score for 2240 is 2.34. (Round to two decimal places as needed.) Part 4 The z-score for 1390 is enter your response here. (Round to two decimal places as needed.) The
Solution
We can calculate the z-score using the formula:
Where:
- is the value we are calculating the z-score for,
- is the mean,
- is the standard deviation.
In this case:
- ,
- .
Part 1:
The z-score has already been provided as:
Part 2:
The z-score has already been provided as:
Part 3:
The z-score has already been provided as:
Part 4:
Now, let's calculate the z-score for the value 1390:
Interpretation of the z-scores:
- A z-score between -2 and 2 is generally considered normal.
- A z-score beyond ±2 is often considered unusual.
Z-scores:
- 1910 → 1.31 (normal),
- 1220 → -0.86 (normal),
- 2240 → 2.34 (unusual),
- 1390 → -0.33 (normal).
Thus, the value 2240 is considered unusual, while the others are within the normal range.
Do you want more details or have any questions?
Here are 5 related questions to further explore the topic:
- How would the z-scores change if the mean were 1600?
- What is the probability of a score being above 1910 based on the z-score?
- What does a z-score of 0 signify in this context?
- How do z-scores help in determining the percentile rank of a score?
- Can a z-score be used to compare scores from different standardized tests?
Tip: A z-score tells you how many standard deviations a value is from the mean—positive values are above the mean, and negative values are below the mean.
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Math Problem Analysis
Mathematical Concepts
Statistics
Normal Distribution
Z-scores
Formulas
z = (x - μ) / σ
Theorems
68-95-99.7 rule (Empirical Rule)
Suitable Grade Level
Grades 9-12
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