Math Problem Statement
Assume that the readings at freezing on a batch of thermometers are normally distributed with a mean of 0°C and a standard deviation of 1.00°C. A single thermometer is randomly selected and tested. Find the probability of obtaining a reading between -2.443°C and -0.119°C.
Solution
To find the probability of obtaining a thermometer reading between and , given that the readings are normally distributed with a mean and a standard deviation , we can use the standard normal distribution (z-distribution).
Steps:
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Convert the values to z-scores: The z-score for a value in a normal distribution is calculated using the formula:
- For :
- For :
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Find the cumulative probabilities for each z-score: Use standard normal distribution tables or a calculator to find the cumulative probabilities for each z-score:
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Subtract the cumulative probabilities: The probability of obtaining a reading between and is:
Let's compute the exact values.
I will calculate the cumulative probabilities for both z-scores.The probability of obtaining a thermometer reading between and is approximately , or 44.5%.
Would you like a more detailed explanation or have any further questions?
Here are 5 related questions you might explore:
- What is the probability of a reading being below ?
- How do you find probabilities outside of a given range, such as above ?
- How does the standard deviation affect the shape of the normal distribution?
- What is the probability of obtaining a reading above ?
- How can z-scores be used to compare different datasets?
Tip: When working with normal distributions, always convert raw scores into z-scores to standardize them for easy probability lookup.
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Math Problem Analysis
Mathematical Concepts
Statistics
Probability
Normal Distribution
Z-scores
Formulas
z = (x - μ) / σ
P(z1 < Z < z2) = P(Z < z2) - P(Z < z1)
Theorems
Empirical Rule
Standard Normal Distribution Theorem
Suitable Grade Level
Grades 10-12
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