You Will Be Asked to Sketch Curves Representing the Distributions

question 26

Essay

You will be asked to sketch curves representing the distributions of a set of data, as well as the sampling distributions of the mean under different conditions. You need not get these graphs perfectly correct, but should clearly indicate different aspects of the curves, such as location, variability, and shape. A very large study of college freshmen study habits found that the time (in hours) that freshmen study each week is approximately normal with mean 24 hours and standard deviation 8 hours. Consider random samples of size 16 from the population of freshmen.
a) On the axes below, sketch curves representing the distribution of the original population and the sampling distribution of for a sample of size n = 16.
b) What is the probability that a sample of size n = 16 from this population would result in a sample mean greater than 30 hours?
c) The study of college freshmen also asked about the students' time spent playing video games, and a relative frequency histogram of the results appears below. The mean amount of time spent playing video games was 0.8 hours per week. Suppose we were to take a random sample, n = 4, from this population of freshmen and ask them how much time they spent playing video games per week. Describe the shape, center, and spread of the sampling distribution of .

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Definitions:

Illegal Drugs

Substances whose manufacture, possession, or use is prohibited by law.

Gross Profits

The total revenue of a business minus the costs directly related to producing goods or services, before deducting any administrative expenses, taxes, or interest.

Debtor in Possession

A status in bankruptcy proceedings where a debtor maintains possession and control of their assets while undergoing reorganization under the bankruptcy code.

Bankruptcy Judge

A judicial officer with the authority to preside over bankruptcy cases.