Question
You are applying for a job in the health care field. As part of the interview process, the hiring committee would like to explore your
You are applying for a job in the health care field. As part of the interview process, the hiring committee would like to explore your ability to analyze data and discuss the results of your research. The committee gives you the following assignment:
The table below shows the national expenditures for health care in the United Stated for selected years.
Math 156
Due date:
Year
National Expenditures for Health Care
(in billions of dollars)
1960
27.214
1963
34.595
1967
51.565
1972
92.657
1976
152.742
1983
367.809
1986
474.686
1989
644.770
1992
854.068
1995
1021.635
1999
1277.700
2001
1486.158
2004
1895.724
2010
2598.823
2011
2689.349
2012
2797.260
2013
2879.008
2014
3026.157
2015
3200.815
2016
3337.248
Source: United States Centers for Medicare and Medicaid Services
https://www.cms.gov/Research-Statistics-Data-and-Systems/Statistics-Trends-and-Reports/NationalHealthExpendData/NationalHealthAccountsHistorical.html
Make a report and write it in paragraph form and complete sentences, answering the following questions.Remember, this is to a potential employer so it should be well written and free of grammatical errors.
- -Using Excel (or Numbers for Mac), Make a scatterplot of the data withxas the number of years since 1950 andE(x) as the total expenditures for health care (in billions of dollars).Scatterplot should have axes labeled (this can be done neatly by hand if needed).Describe the nature of the data. Using your knowledge of non-linear functions in Chapter 2, what type or types of functions would make a good model for this data set? Why?
- -Use Excel to find a power model for the data (don't forget the r-squared value) and display the model against the scatterplot.
- -Use Excel to find a quadratic model (polynomial - degree 2) for the data (don't forget the r-squared value) and display the model against the scatterplot.
- -Use your knowledge on r-square values and the accuracy of models to explain which model is a more accurate depiction of the data.
- -Use the more accurate model to approximate 2020 expenditures. Why is it important to a company to be able to use statistics to make predictions?
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