Consider that X1, X2 X3, X4, X5 is an independent random sample where X, follows a normal distribution with a mean of 19 and a variance of 3.2, and Y1, Y2, Y3, Y4, Y5, Y6, Y7 is an independent random sample where Y;follows a normal distribution mean 27 and variance 4.1. Imagine we are interested in the sum of the two sample averages X + Y. a) What is the mean and variance of X + Y? Show your work. b) We know that the linear combination of normal random variables has a normal distribution. Using part a, what is the probability the sum of the two samples averages is less than 44?

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Consider that X1, X2 X3, X4, X5 is an independent random sample where X, follows a normal distribution with a mean of
19 and a variance of 3.2, and Yı, Y2 Y3, Y4, Y5, Y6, Y7 is an independent random sample where Y;follows a normal
distribution mean 27 and variance 4.1. Imagine we are interested in the sum of the two sample averages X + Y.
a) What is the mean and variance of X + Y? Show your work.
b) We know that the linear combination of normal random variables has a normal distribution. Using part a, what is the
probability the sum of the two samples averages is less than 44?
Transcribed Image Text:Consider that X1, X2 X3, X4, X5 is an independent random sample where X, follows a normal distribution with a mean of 19 and a variance of 3.2, and Yı, Y2 Y3, Y4, Y5, Y6, Y7 is an independent random sample where Y;follows a normal distribution mean 27 and variance 4.1. Imagine we are interested in the sum of the two sample averages X + Y. a) What is the mean and variance of X + Y? Show your work. b) We know that the linear combination of normal random variables has a normal distribution. Using part a, what is the probability the sum of the two samples averages is less than 44?
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