In the first hour of customers using the app they served 180 customers. STACO decided to treat this hour as 60 non-overlapping intervals of one minute each. They then assumed they could model the number of customers served cach minute by independent and identically distributed Poisson Random Variables. They called the number of customers served in the ith minute Xi, so X₁ + X₂ + ... + X60 180, X₂ Poisson(X), and X; and X; are independent 2 if i j. = STACO used this to compute an estimated 95% confidence interval and then told Coffee Kart that they could claim to serve an average of three customers per minute. i Recall that the maximum likelihood estimator of A is A = X. Using the same assumptions as STACO and assuming that n is large enough to

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Chapter10: Statistics
Section10.6: Summarizing Categorical Data
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In the first hour of customers using the app they served 180 customers. STACO
decided to treat this hour as 60 non-overlapping intervals of one minute each.
They then assumed they could model the number of customers served each
minute by independent and identically distributed Poisson Random Variables.
They called the number of customers served in the ith minute X₁, so
X₁ + X₂ + ... + X60
180, X₁~ Poisson(X), and X; and X, are independent
if i j.
-
STACO used this to compute an estimated 95% confidence interval and then
told Coffee Kart that they could claim to serve an average of three customers
per minute.
=
i Recall that the maximum likelihood estimator of A is A X. Using the
same assumptions as STACO and assuming that n is large enough to
apply the Central Limit Theorem, calculate an estimated 95% confidence
interval for X.
ii Do you agree with the assumptions made by STACO. Justify your answer.
Transcribed Image Text:In the first hour of customers using the app they served 180 customers. STACO decided to treat this hour as 60 non-overlapping intervals of one minute each. They then assumed they could model the number of customers served each minute by independent and identically distributed Poisson Random Variables. They called the number of customers served in the ith minute X₁, so X₁ + X₂ + ... + X60 180, X₁~ Poisson(X), and X; and X, are independent if i j. - STACO used this to compute an estimated 95% confidence interval and then told Coffee Kart that they could claim to serve an average of three customers per minute. = i Recall that the maximum likelihood estimator of A is A X. Using the same assumptions as STACO and assuming that n is large enough to apply the Central Limit Theorem, calculate an estimated 95% confidence interval for X. ii Do you agree with the assumptions made by STACO. Justify your answer.
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