Statistics Case Study Assignment

Ann Perkins, a realtor in Brownsburg, Indiana, would like to use estimates from a multiple
regression model to help prospective sellers determine a reasonable asking price for their homes.
She believes that the following four factors influence the asking price (Price) of a house:
1) The square footage of the house (SQFT)
2) The number of bedrooms (Bed)
3) The number of bathrooms (Bath)
4) The lot size (LTSZ) in acres
She randomly collects online listings for 50 single-family homes. The data file is in the
Blackboard “Case Study Indiana Real Estate Data File Excel” within the Case Study folder.
Requirements and associated point values:
Part 1 – Provide summary statistics (with Excel Data Analysis) by calculating the mean and
standard deviation on the asking price, square footage, the number of bedrooms, the number
of bathrooms, and the lot size. Explain each factor’s mean and standard deviation. What does
each of these summary statistics tell us.
A total of ten calculations 4 points each for a total of 40 points.
Part 2 – Estimate and interpret a multiple regression model where the asking price is the
response variable and the other four factors are the explanatory variables.
The end result should be a Excel Regression Output

Also provide the estimate model equation: Price =
A total of 40 points will be assigned to Part 2.
Part 3 – Interpret the resulting coefficient of determination.
A total of 20 points will be assigned to Part 3.
Part 4 – Write your findings in thorough, concise, and well-written report form. For an example
review and refer to other reports throughout your textbook. There is at least one at the end of
each chapter. Please note you are expected to use proper statistical terminology when
appropriate but remember you are writing for a group who may not be as knowledgeable about
statistics as you are. You must be sure they can understand your findings while also writing a
professional report.
A total of 50 points will be assigned to Part 4.
Part 5 – Prepare your report in a PowerPoint Presentation and record your presentation within
Relay according to the instructions provided in the Blackboard “PowerPoint Presentation Case
Study Information” located within the Case Study folder.
A total of 50 points will be assigned to Part 5.
The submission link to attach your Case Study Report, PowerPoint Presentation and Excel Data
Output Worksheet is in the same Case Study folder. You will record your PowerPoint
Presentation under “Student Recordings” within Knowmia (formerly Relay). Refer to the course
schedule for the Case Study due date. The case study is valued at a total of 200 points.

Complete the Tableau case in Chapter 4 of the Cengage MindTap e-content. Please explain your choices or rationale behind the Tableau viz you have created. There is no need to publish the resulting viz to the Web; just make sure you save the viz as a PDF document and upload it to the course when complete. See detail on creating a viz in the case.
Your case study assignment should be completed as a cohesive written essay (i.e., complete sentences, proper mechanics, etc.). There is no mandatory length, but you should fully address all required aspects of the case. If you choose to support your answer with references (or if it is required in the case) include your references in APA format along with in-text citations showing how those sources were used.

Term Paper:

A Case Analysis Paper (Final Paper) is due on the last class session.

The case study analysis paper must be submitted using APA-style formatting. Students must address the topic in sufficient depth, and are expected to supplement their analysis with research that goes beyond what is presented in the case and textbook. Good writing, consistent logic and cogent arguments are positive traits of any written assignment and will be considered for grading purposes. Students are required to use proper APA-style in-text citations and referencing.

The case study analysis paper must contain the following sections:

APA style cover page.
Introduction.
Briefly summarize the key facts, scope and aspects of the case.

Body of the paper.
Conclusion.
Summarize your findings and recommendations.

References. (A minimum of 3 References).

Note: The paper should not exceed ten (10) pages in length, inclusive of all sections. The introduction should provide a brief but sufficient foundation for understanding the case, its key facts and pressing issues. Students should focus their efforts in the body of the paper by providing adequate analysis based on the facts of the case, as opposed to an elaborate description of such facts. The body will consist of the following; the management style that the student selected, why the student selected that particular management style, and how the employees under the student’s supervision will benefit from the type of management styles that were selected. Remember, you are writing the paper from a managerial standpoint.

Final Paper due

Final paper written from a managerial perspective
Remember to write your final paper from a managerial prospective. You are the manager, supervisor, director, etc. in charge.

The student will select a company, (either the company they work for now, a company they worked for in the past, or a company they are interested in writing about; for example Tesla, Apple Microsoft, etc.) The body of the paper consist of the following: the management style or styles that the student selected, why the student selected that particular management style, and how the employees under the student’s supervision will benefit from the type of management style or styles that were selected.

Remember, the whole purpose is for you to explain which management style or styles you will use with your employees as a manager in the company you selected. This is if you select the company you work for now or in the past. If you pick a company you never worked for, then you have to conduct research and see why that management style or styles you selected is best.

Below are some examples of different management styles, keep in mind, you do not have to select these management styles. There are many more, these are just examples. Remember, this list is also included in blackboard under Final Paper Example Topics tab:

**Autocratic
Consultative
Persuasive
Democratic
Chaotic
Laissez-Faire
Management by Walking Around (MBWA)
Asian Paternalistic**

The paper should not exceed (10) pages in length, inclusive of all sections. The introduction should provide a brief but sufficient foundation for understanding the case, its key facts and pressing issues. Students should focus their efforts in the body of the paper by providing adequate analysis based on the facts of the case, as opposed to an elaborate description of such facts.

Below is the full description and outline of your final paper:

A Case Analysis Paper (Final Paper) is due on the last class session.

Students are required to analyze a case study to be assigned by the professor. The case study analysis paper must be submitted using APA-style formatting. Students must address the topic in sufficient depth, and are expected to supplement their analysis with research that goes beyond what is presented in the case and textbook. Good writing, consistent logic and cogent arguments are positive traits of any written assignment and will be considered for grading purposes. Students are required to use proper APA-style in-text citations and referencing.

The case study analysis paper must contain the following sections:

APA style cover page
Introduction

Briefly summarize the key facts, scope and aspects of the case.

Body of the paper
Conclusion

Summarize your findings and recommendations.

References

You should have a minimum of three references. You should include the book as one already.

Remember to write your paper in third person not first person.
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