MAT 315 Statistics
I will not accept the bottling problem for this assignment.
The firm for which you are working is growing. They have announced that they will open facilities in ten states. Those currently working for the firm will have opportunities to re-locate at some of these new facilities. The company is providing information on its policy for cost of living adjustments which are based on the median value of homes.
The company expects to open new locations in the following ten states.
Michigan $119,200
North Dakota $130,500
South Dakota $131,600
Wisconsin $167,200
Maine $173,900
Montana $183,600
Minnesota $185,800
Vermont $215,700
New Hampshire $239,100
Alaska $241,400
The firm has approached you about moving to either Maine or New Hampshire. You will be doing the same job, so there is no increase in salary. They explain that your moving expenses will be paid, but that since your job description will remain the same, you will still receive a salary of $60,000 per year.
When you asked about the cost of living adjustment, your boss explains that the company rule is that if home prices are within the 95% confidence interval of the mean of median home prices for the nation, there will be no cost of living adjustment. The cost of living adjustment is 6%, so in the event that you move to a location where median home prices are outside the confidence interval you will get a 6% adjustment making your new salary $63,600.
You currently live in Idaho and with no family ties, you are interested in making the move. You own your home in Idaho which is fact is valued at the state median of $160,000, a price that is approximately 3 times your income.
Given that you must choose between not moving, or moving to either Maine or New Hampshire, you will have to make some calculations on your own. Of primary concern to you is will you be able to afford a home in the new place comparable to your current home. If you use the financing rule that you can afford a home that is 3 times your income in which location, if any, would you be able to purchase the median value home should you decide to move?
You have assembled the following data and will perform the following statistical analyses to make your decision. 1. Calculate the mean, median, mode, variance, and standard deviation for both the sample and the population. 2. For the population mean construct the 95% confidence interval.
3. Formulate and test a hypothesis that the sample of the ten states has the same mean as the population.
4. Determine if either state location you have been offered, Maine or New Hampshire would result in your receiving a cost of living adjustment.
5. Determine if you would be able to afford the median value home in either location?
Prepare and explain your calculations. Use the evidence to write a paper explaining your decision: don’t move, move to Maine, move to New Hampshire.
Your assignment must follow these formatting requirements:
1. It must be types, double spaces and use Times New Roman font 12
2. It must have one-inch margins on all sides.
3. You are not required to cite references for formulas, definitions, etc.
4. It must have a title page and running header.
Median Property Value by State: Homes 2010-2012 US Census Report Home Value Price In Current Dollars 2010-2012
Alabama $123,400
Alaska $241,400
Arizona $158,100
Arkansas $106,900
California $358,800
Colorado $235,800
Connecticut $278,600
Delaware $235,900
District of Columbia $436,000
Florida $154,900
Georgia $149,300
Hawaii $503,100
Idaho $160,000
Illinois $179,900
Indiana $122,600
Iowa $124,300
Kansas $128,500
Kentucky $120,800
Louisiana $138,800
Maine $173,900
Maryland $289,300
Massachusetts $328,300
Michigan $119,200
Minnesota $185,800
Mississippi $100,000
Missouri $137,100
Montana $183,600
Nebraska $127,800
Nevada $161,300
New Hampshire $239,100
New Jersey $325,800
New Mexico $159,300
New York $286,700
North Carolina $152,800
North Dakota $130,500
Ohio $130,600
Oklahoma $112,900
Oregon $233,900
Pennsylvania $164,700
Rhode Island $245,300
South Carolina $136,300
South Dakota $131,600
Tennessee $138,400
Texas $128,400
Utah $209,000
Vermont $215,700
Virginia $243,100
Washington $256,500
West Virginia $98,300
Wisconsin $167,200
Wyoming $183,200
Rubric Criteria:
1. Calculate the mean, median, and standard deviation for both the population and sample median home prices. Weight: 20%
2. Construct a 95% Confidence Interval for the population mean of median home prices. Weight: 25%
3. Conduct a hypothesis test to determine if the sample and population means are the same. Clearly state the logic of your test, the calculations, and the conclusion of your test. Weight: 30%
4a. Are either or both the median home prices for homes in Maine and New Hampshire within the 95% confidence interval of the population mean? Clearly show and state your conclusion. And
4b. If you conclude that median home prices in one or both Maine and New Hampshire are outside the confidence interval will you be able to buy a median home price if your new salary makes a $199,000 home within your budget? Weight: 15%
5. Writing / Support for ideas Weight: 5%
6. Writing / Grammar and mechanics Weight: 5%
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