Question
1. [32 pts total] A researcher proposes to model daily coffee consumption among OSU students by a normal distribution with mean 20 oz and standard
1. [32 pts total] A researcher proposes to model daily coffee consumption among OSU students by a normal distribution with mean 20 oz and standard deviation 4 oz.
(a) [4 pts] Comment on whether such a model is appropriate for coffee comsumption at OSU.
Points will be assigned for making valid arguments for/against the model.
(b) [4 pts] One OSU student was found to be consuming 32 oz of coffee a day. To investigate if
this is excessive consumption, compute the probability that a randomly selected student will
consume more than 32 oz of coffee.
(c) [4 pts] What is the probability that a randomly selected student will have coffee consumption
in the range [14, 26] oz.?
(d) [5 pts] What is the probability that a randomly selected student will have coffee consumption
in the range [mean-SD, mean+SD]?
(e) [5 pts] Find the amount of coffee consumption that only 5% of the students will exceed?
(f) [10 pts] Verify your answers for parts (b) through (d) using Monte-Carlo simulations in R by
performing the following steps:
Generate 1 million random samples from the normal distribution with appropriate mean
and SD.
Compute the Monte-Carlo estimates of the required probabilities in parts (b), (c) and (d).
Comment on their similarity with your theoretical calculations above
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