Math Problem Statement
Standard Normal areas Find the proportion of observations in a standard Normal distribution that satisfies each of the following statements. A. z > -1.66 B. -1.66 < z < 2.85
Solution
To solve these problems, we will use the properties of the standard Normal distribution, which is a normal distribution with a mean of 0 and a standard deviation of 1. The proportion of observations corresponds to the area under the curve for the given z-values.
A. Proportion where
- To find this proportion, we need to determine the area to the right of .
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Find the area to the left of using the standard Normal distribution table or a calculator. This area is approximately 0.0485.
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Calculate the area to the right of :
So, the proportion of observations where is approximately 0.9515 or 95.15%.
B. Proportion where
- To find this proportion, we need to determine the area between and .
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Find the area to the left of using the standard Normal distribution table or a calculator. This area is approximately 0.9978.
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Find the area to the left of (already calculated as 0.0485).
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Calculate the area between and :
So, the proportion of observations where is approximately 0.9493 or 94.93%.
Would you like more details on these calculations or have any other questions?
Here are some related questions you might find useful:
- What is the probability for values outside the range of ?
- How do you find the z-score given a specific proportion of observations?
- What is the significance of the z-score in a normal distribution?
- How do you interpret z-scores in terms of standard deviations?
- What are the properties of a standard normal distribution?
Tip: Remember that the total area under the standard normal curve is always equal to 1, representing the total probability.
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Math Problem Analysis
Mathematical Concepts
Normal Distribution
Standard Normal Distribution
Probability
Cumulative Distribution Function (CDF)
Formulas
Standard Normal Distribution Table
Probability Calculations using CDF
Theorems
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Suitable Grade Level
Advanced High School
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