Life of Joe Biden

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How President Joe Biden has grown to be the 46th United State of America President

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Apply statistical techniques to address research problems

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Perform regression analysis to address an authentic problem
Overview
The purpose of this project is to have you complete all of the steps of a real-world linear regression research
project starting with developing a research question, then completing a comprehensive statistical analysis, and
ending with summarizing your research conclusions.

Scenario
You have been hired by the D. M. Pan National Real Estate Company to develop a model to predict median
housing prices for homes sold in 2019. The CEO of D. M. Pan wants to use this information to help their real
estate agents better determine the use of square footage as a benchmark for listing prices on homes. Your

provide a report predicting the median housing prices based square footage. To complete this task,
use the provided real estate data set for all U.S. home sales as well as national descriptive statistics and
graphs provided.
Directions
Using the Project One Template located in the What to Submit section, generate a report including your tables
and graphs to determine if the square footage of a house is a good indicator for what the listing price should
be. Reference the National Statistics and Graphs document for national comparisons and the Real Estate
County Data spreadsheet (both found in the Supporting Materials section) for your statistical analysis.
Note: Present your data in a clearly labeled table and using clearly labeled graphs.
Specifically, include the following in your report:
Introduction
Describe the report: Give a brief description of the purpose of your report.
Define the question your report is trying to answer.
Explain when using linear regression is most appropriate.
When using linear regression, what would you expect the scatterplot to look like?
Explain the difference between response and predictor variables in a linear regression to justify the selection of
variables

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Financial Analysis Ratio

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Write a 4 page paper using a business in your chosen industry from which you can get the balance sheet,
income statement, and cash flow statement. All publicly traded companies must publish their financial
statements. If you cannot find a publicly traded company in your industry, and you have no access to financial
statements from a privately held company, broaden the scope of your industry and choose a publicly traded
business that is similar in some ways to the one you wanted to research.
Begin your paper with an introduction
Explain which company you are analyzing, in what industry this company belongs, and why you chose this

Explain that this paper will use financial statements and ratios to create a financial analysis.
Use section headings throughout the rest of the paper as indicated:
Key financial information
For each of the following terms, look on the most recent annual financial statement of your company where the
requested term is found, state the amount and the amount from one year prior. Write two or three sentences
about the numbers, whether they increased or decreased, and what that tells you about the company.
Revenue
Total Assets
Total Liabilities
Net Profit or Loss
Three Ratios
Review the classification of ratios in Chapter 3. Choose three ratios that would be important for analyzing a
company in your industry and say why. Give a brief definition of each of the three ratios you chose, and explain
how the ratio is calculated (e.g. “divide the cost of goods sold, found on the income statement, by the inventory,
found on the balance sheet”). Calculate in your paper each of the three ratios using the financial statements
you found for the company. Show your work. You should come up with a quotient (the answer to the division
problem) for each ratio that you can compare to the industry average.
Analyze Ratios
In analyzing a company’s financial health, remember that you are providing an analysis for the investors or the
owners to see whether their investment is a good one. Compare your calculation of each ratio with the industry
average. If you cannot find an average for your industry, find 2 other similar businesses, calculate their ratios,
and average them. That can be used as your industry average. Discuss possible reasons for the variance,
whether higher or lower than yours. The notes section of the financial statements often shed light on increases
and decreases

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Photographic truth

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Why, according to Roland Barthes, does this image not represent the truth? What does he mean by the myth of photographic truth and how does it relate to this image?

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