Problem

Find the z-value that corresponds to each percentile for a standard normal distribution. a) 25 th percentile b) 50 th percentile c) 80 th percentile Click here to view page 1 of the standard normal distribution table. Click here to view page 2 of the standard normal distribution table. a) The $z$-value that corresponds to the 25 th percentile is b) The $z$-value that corresponds to the 50 th percentile is c) The $z$-value that corresponds to the 80th percentile is

Solution

Step 1 :To find the z-value that corresponds to each percentile for a standard normal distribution, we can use the Percent Point Function (PPF), which is the inverse of the Cumulative Distribution Function (CDF). The CDF gives the probability that a random variable is less than a certain value, and the PPF gives the value associated with a certain probability.

Step 2 :Calculate the z-value for the 25th percentile: \(-0.6744897501960817\)

Step 3 :Calculate the z-value for the 50th percentile: \(0.0\)

Step 4 :Calculate the z-value for the 80th percentile: \(0.8416212335729143\)

Step 5 :Final Answer: a) The z-value that corresponds to the 25 th percentile is \(\boxed{-0.674}\)

Step 6 :Final Answer: b) The z-value that corresponds to the 50 th percentile is \(\boxed{0.0}\)

Step 7 :Final Answer: c) The z-value that corresponds to the 80th percentile is \(\boxed{0.842}\)

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