Math Problem Statement
Solve the following z-score using the formula. Show your complete solutions. 1. X = 55, s = 5, μ = 60 2. X = 75, σ = 10, μ = 55 3. X = 100, σ = 4, μ = 135
Solution
To solve for the z-score, we will use the formula:
where:
- is the value,
- is the mean,
- is the standard deviation.
Now, let's go step by step for each question:
1. Given , , and :
Using the formula: The z-score for this case is .
2. Given , , and :
Using the formula: The z-score for this case is .
3. Given , , and :
Using the formula: The z-score for this case is .
Let me know if you need any further clarification or detailed explanation! Also, here are some related questions for you:
- How do z-scores help in interpreting data?
- Can the z-score be negative or greater than 3? What does that indicate?
- How do you calculate the z-score when the standard deviation is given as a sample standard deviation instead of the population standard deviation?
- What is the interpretation of a z-score of 0?
- How do z-scores relate to probability in a normal distribution?
Tip: Z-scores are particularly useful in understanding how far away a particular data point is from the mean, which is important in various statistical analyses such as hypothesis testing.
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Math Problem Analysis
Mathematical Concepts
Statistics
Z-scores
Standard Deviation
Mean
Formulas
z = (X - μ) / σ
Theorems
-
Suitable Grade Level
Grades 10-12