2. A sports analyst decides to model baskets scored in a WNBA game as a Poisson process with rate 4.2 per minute. (a) What distribution would you use to model the amount of time until the first score in a WNBA game? Define any parameters you use. (b) Compute the likelihood that the first score occurs between 30-45 seconds. You may leave your answer in terms of exponentials. (c) Suppose the analyst wants to use a x² test for goodness of fit to evaluate whether this distribution is a good model. They record the following data from 30 games: Time of First Score 0-15s 15-30s 30-45s 45-60s 60s+ Count 5 11 4 4 6 Using your answer from (b) what is the expected count for the 30-45s bin? (d) How many degrees of freedom are there for the test statistic in this test?

MATLAB: An Introduction with Applications
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Author:Amos Gilat
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2.
A sports analyst decides to model baskets scored in a WNBA game as a Poisson process
with rate 4.2 per minute.
(a) What distribution would you use to model the amount of time until the first score in a WNBA
game? Define any parameters you use.
(b) Compute the likelihood that the first score occurs between 30-45 seconds. You may leave your
answer in terms of exponentials.
(c) Suppose the analyst wants to use a x² test for goodness of fit to evaluate whether this distribution
is a good model. They record the following data from 30 games:
Time of First Score 0-15s 15-30s 30-45s 45-60s 60s+
Count
5
11
4
4
6
Using your answer from (b) what is the expected count for the 30-45s bin?
(d) How many degrees of freedom are there for the test statistic in this test?
Transcribed Image Text:2. A sports analyst decides to model baskets scored in a WNBA game as a Poisson process with rate 4.2 per minute. (a) What distribution would you use to model the amount of time until the first score in a WNBA game? Define any parameters you use. (b) Compute the likelihood that the first score occurs between 30-45 seconds. You may leave your answer in terms of exponentials. (c) Suppose the analyst wants to use a x² test for goodness of fit to evaluate whether this distribution is a good model. They record the following data from 30 games: Time of First Score 0-15s 15-30s 30-45s 45-60s 60s+ Count 5 11 4 4 6 Using your answer from (b) what is the expected count for the 30-45s bin? (d) How many degrees of freedom are there for the test statistic in this test?
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