Math Problem Statement
study this example in the picture and solve this: PROBABILITIES & PERCENTILES. Find each of the following percentile points under the normal curve.
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P_{99}
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P_{21}
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P_{90}
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P_{50}
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P_{68}
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P_{14}
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P_{40}
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P_{27}
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P_{32}
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P_{88}
Solution
To solve the problem, let's apply the process shown in the example image to find the percentile points for each case. Here’s how we proceed for each:
Steps:
- Express the percentile as a cumulative probability.
- Use the Z-table to find the closest probability and the corresponding z-score.
- For probabilities between two z-scores, take the average of the z-scores.
I will now calculate the z-scores for the percentiles etc. Let’s begin.
Calculations:
1. :
- Percentile = .
- .
- From the Z-table, , which is closest to .
- .
2. :
- Percentile = .
- .
- From the Z-table, .
- .
3. :
- Percentile = .
- .
- From the Z-table, , closest to .
- .
4. :
- Percentile = .
- .
- Negative tail: corresponds to (symmetry of the normal curve).
- .
5. :
- Percentile = .
- .
- Negative tail: , closest to .
- .
6. :
- Percentile = .
- .
- Negative tail: , closest to .
- .
7. :
- Percentile = .
- .
- (50th percentile is the mean).
8. :
- Percentile = .
- .
- Negative tail: , closest to .
- .
9. :
- Percentile = .
- .
- Negative tail: , closest to .
- .
10. :
- Percentile = .
- .
- From the Z-table, .
- .
Summary Table of Results:
Percentile | Z-score |
---|---|
Would you like further details or assistance with any specific part?
Relative Questions:
- How is the Z-score calculated for negative percentiles?
- What is the significance of the mean in the Z-table?
- Why does symmetry in the normal curve help with negative tails?
- How would you calculate probabilities between two Z-scores?
- What happens when a percentile corresponds exactly to a Z-table value?
Tip: Always check if your percentile is in the upper or lower tail to adjust the probability correctly.
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Math Problem Analysis
Mathematical Concepts
Percentiles
Z-scores
Standard Normal Distribution
Probability
Formulas
Percentile as Probability: P(Z) = Percentile - 0.5
Z-Score Calculation: Z = (Value - Mean) / Standard Deviation
Theorems
Properties of the Standard Normal Distribution
Symmetry of the Normal Curve
Suitable Grade Level
Grades 10-12
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