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Suppose that š‘Œ has the cumulative distribution function (cdf)Ā ļ»æļ»æUse the cdf to determine the 90th percentile of Y.

Question

Suppose that š‘Œ has the cumulative distribution function (cdf)

Use the cdf to determine the 90th percentile of Y.

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Solution

To determine the 90th percentile of a random variable Y Y using its cumulative distribution function (CDF), follow these steps:

1. Break Down the Problem

We want to find the value y y such that the CDF FY(y)=0.90 F_Y(y) = 0.90 . This value represents the point below which 90% of the data falls.

2. Relevant Concepts

The cumulative distribution function (CDF) FY(y) F_Y(y) is defined as: FY(y)=P(Yā‰¤y) F_Y(y) = P(Y \leq y) To find the 90th percentile, we will set FY(y)=0.90 F_Y(y) = 0.90 and solve for y y .

3. Analysis and Detail

Assuming we have a specific form for the CDF FY(y) F_Y(y) , we would solve the equation FY(y)=0.90 F_Y(y) = 0.90 .

  • For example, if the CDF is given as FY(y)={0ifĀ y<aā€¦forĀ otherĀ segments1ifĀ yā‰„b F_Y(y) = \begin{cases} 0 & \text{if } y < a \\ \dots & \text{for other segments} \\ 1 & \text{if } y \geq b \end{cases}
  • You would look for the value of y y that satisfies this equation in the region between a a and b b .

4. Verify and Summarize

After solving for the value of y y where the CDF equals 0.90, verify that when we substitute y y back into the CDF equation, it indeed equals 0.90.

Final Answer

The final result for the 90th percentile of Y Y will be the specific value y y found from FY(y)=0.90 F_Y(y) = 0.90 . Without the exact CDF, we cannot determine the numeric value. Please provide the CDF function for precise calculations.

This problem has been solved

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