Math Problem Statement
Question content area top
Part 1
Assume the random variable x is normally distributed with mean
muμequals=8888
and standard deviation
sigmaσequals=44.
Find the indicated probability.
Solution
To find the indicated probability for a normally distributed random variable with a given mean and standard deviation , you can follow these steps:
-
Standardize the random variable: Convert the given value to a standard normal variable using the formula:
-
Use the z-table: Find the corresponding probability from the z-table for the computed -score.
Let's assume we need to find the probability for a specific value of . For demonstration purposes, let’s find the probability for .
Given:
- Mean () = 88
- Standard deviation () = 4
Step-by-Step Solution:
-
Standardize the value:
-
Find the corresponding probability:
- Look up the -score of 0.5 in the z-table.
- The cumulative probability for is approximately 0.6915.
Therefore, the probability is approximately 0.6915.
If you have a specific value in mind, please provide that value, and I can find the corresponding probability for you.
Do you want more details or have any questions? Here are some related questions for further exploration:
- What is the probability for the given normal distribution?
- How do you find the probability ?
- What is the probability ?
- How do you use the standard normal distribution to find probabilities for non-standard normal distributions?
- What is the probability that is within one standard deviation of the mean?
- Can you explain the empirical rule (68-95-99.7 rule) for normal distributions?
- How do you find the value corresponding to a given percentile in a normal distribution?
- What is the probability for the given normal distribution?
Tip: When working with probabilities for normal distributions, always convert your raw scores to -scores to use the standard normal table effectively.
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Math Problem Analysis
Mathematical Concepts
Normal Distribution
Formulas
Standardization formula for normal distribution: z = (x - μ) / σ
Theorems
-
Suitable Grade Level
Advanced High School
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