Math Problem Statement
1.For a standard normal variable Z, which of the following z values satisfies the expression: P(Z > z) = 0.57
Solution
To find the value of for which , we can use the standard normal distribution table (also known as the Z-table) or the cumulative distribution function (CDF) of the standard normal distribution.
Step-by-Step Solution:
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Understand the problem:
- means that the probability that the standard normal variable is greater than is 0.57.
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Translate to cumulative probability:
- The cumulative distribution function (CDF) gives , which is the area to the left of .
- Since the total probability is 1, we have:
- So, we need to find such that .
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Find the corresponding z-value:
- Using a standard normal distribution table or a calculator, find the -value that corresponds to a cumulative probability of 0.43.
- Looking it up, .
Final Answer:
The value of that satisfies is approximately .
Would you like a more detailed explanation, or do you have any questions?
Here are some related questions you might find helpful:
- What is the standard normal distribution?
- How do you interpret a Z-score?
- How do you use the Z-table to find probabilities?
- What is the cumulative distribution function (CDF)?
- How would you find the probability for a given z-value?
- How do you calculate the probability between two Z-scores?
- How do you find Z-scores that correspond to specific probabilities without a Z-table?
- What are some applications of Z-scores in real-life scenarios?
Tip: Remember that for standard normal distribution, negative Z-scores indicate values below the mean, and positive Z-scores indicate values above the mean.
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Math Problem Analysis
Mathematical Concepts
Statistics
Probability
Normal Distribution
Formulas
Cumulative Distribution Function (CDF) of the Standard Normal Distribution
Theorems
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Suitable Grade Level
Advanced High School
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