Math Problem Statement
(a) Find z0 such that the area between z0 and z=-0.5 is 0.2364 (two answers). Round your answer to at least two decimal places. z0= ---- and 0.11
Solution
To solve the problem of finding such that the area between and is 0.2364, we need to refer to the standard normal distribution table (Z-table) or use statistical software to determine the values of .
Steps:
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Understanding the problem:
- We are given the area between two z-scores: and .
- The area between these z-scores is .
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Area under the normal curve:
- The total area under the normal distribution curve is 1.
- A Z-table or a calculator provides the cumulative area from the left tail (i.e., from ) up to a certain z-score.
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Using the Z-table or normal distribution calculator:
- The area to the left of is about 0.3085 (from the Z-table).
- We want the area between and to be 0.2364. Thus, we need to find such that the difference between the cumulative area at and gives 0.2364.
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Cumulative area for :
- To find , subtract the area 0.2364 from the cumulative area at :
- Now, we look for the z-score that corresponds to a cumulative area of 0.0721 in the Z-table.
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From the Z-table:
- The z-score corresponding to a cumulative area of 0.0721 is approximately .
So, the two values of are approximately and 0.11.
Thus, the answers are:
Would you like further details on the calculation? Here are five related questions to explore:
- What is the significance of cumulative area in a normal distribution?
- How can you find areas for other z-scores using a Z-table?
- How does symmetry of the normal distribution help in solving such problems?
- How do you interpret negative and positive z-scores in the context of the normal curve?
- What is the difference between a cumulative area and the probability between two z-scores?
Tip: Always make sure to subtract the areas carefully, ensuring you’re using the correct cumulative area for each z-score when solving similar problems.
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Math Problem Analysis
Mathematical Concepts
Normal Distribution
Z-scores
Cumulative Probability
Formulas
Area under normal distribution curve
Cumulative area for a given Z-score
Theorems
Standard Normal Distribution
Symmetry of the Normal Curve
Suitable Grade Level
College/University Level (Statistics)
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