Math Problem Statement
Solution
To solve the problem, we need to calculate the z-score using the formula provided:
Where:
- is the data value (113),
- is the mean (101),
- is the standard deviation (4).
Now, substituting the values:
So, the z-score is 3.0000 when rounded to four decimal places.
Would you like further details or clarifications? Here are some additional questions related to this problem:
- What does a z-score represent in the context of a normal distribution?
- How would the z-score change if the data value was less than the mean?
- What is the probability associated with a z-score of 3 in a standard normal distribution?
- How can the z-score formula be modified for other distributions?
- Why is it important to standardize data using the z-score?
Tip: The z-score indicates how many standard deviations a data point is from the mean in a standard normal distribution.
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Math Problem Analysis
Mathematical Concepts
Statistics
Normal Distribution
Z-Score Calculation
Formulas
Z = (x - μ) / σ
Theorems
Standard Normal Distribution
Suitable Grade Level
Grades 9-12
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