Payroll Accounting 2017 Business Finance Assignment Help

Case Study Analysis

1) A Word document of approximately 600 words that explains:

How you would engage stakeholders in order to get the problem defined and collect appropriate data. You must identify the tools and technique(s) you propose to use, and illustrations of these techniques (for example, the Stakeholder Analysis sheet, the questions you will be asking them if you use interviews to elicit requirements, etc). Illustrations may be included in your document as screen captures or uploaded onto your ePortfolio as separate documents.

o What data pre-processing you have done and why you chose to do so?

o What data analyses you have done and your interpretation of the outcomes.

2) An Excel file of data that have been pre-processed (clean, transformed, reduced, etc) as necessary, and analysed for a given business case study. Data must be analysed using the tools and techniques learnt in weeks 1 to 5.

This assignment needs to be completed in SPSS… For each question, there needs to be screen shots for each step of each question with completed questions. Second, previously I’ve gotten many wrong answers… please I need correct answers to the questions!

The purpose of this assignment is to perform neural nets
classification, interpret the results, and analyze whether or not the
information generated can be used to address a specific business
problem.

For this assignment, you will use the “Credit Card Defaults
Oversampled” data set from the Topic Materials. Note that this data set
includes the same information as the Topic 5 assignment data set,
however, the default cases have been randomly oversampled to balance the
defaulters vs. the nondefaulters. This is one method to increase the
accuracy of a rare outcome (i.e., default).

You are an analyst for a credit card company. Management wants to
know if there are any early signs that indicate whether customers will
default on their credit cards. If these indicators can be identified,
then more scrutiny can be placed on customer transactions in an effort
to avoid losses. For this project, management is interested in very
accurate predictions. Management would like to receive a list of ranked
variables related to default, however, understanding the specific
relationships between the predictors and the likelihood of default is
secondary.

Question 1: Partition the data to create a training data set (70%) and test data set (30%).

Question 2: Build a neural network using
the Multilayer Perceptron method with the training data and “Default” as
the target. Make sure to output predictor importance. Include the
“Default Neural Network” output when submitting the answer.

1. What is the ranking of the variables? Include the “Predictor Importance” output when submitting the answer.
2. What is the accuracy of the model when using the training and test
   data? Include the “Misclassification Table” outputs when submitting the
   answer.

Question 3: Rerun the model but only use the top six variables.

1. What is the accuracy of the model when using the training and test
   data? Include the “Misclassification Table” outputs when submitting the
   answer.
2. Did the accuracy improve? Explain why.
3. Produce a ROC curve when using the training and test data and
   interpret the results of the ROC curves. What do the curve and the
   45-degree line represent?

Question 4: Explain how the selected model
can be used to solve the business problem. What are the advantages and
disadvantages when building a neural net model vs. the simpler
classification model like the one completed in the Topic 5 assignment?

General Requirements:

Submit the answers to Questions 1-4 as a Word document.

Need assistance with a financial plan, creating a projected budget on Excel and a narrative. This is a continuation for Healing Hands LTCH Strategic Plan.

Please see Attachments for instructions.

RUBRIC:

Budget Spread Sheet =

• Created a projected budget in a Microsoft^® Excel^® spreadsheet that contains a 3 to 5-year financial projection including detailed expenditures, income, and gain or loss.
• Capital Expense and/or Contingency expense is included in the budget spread sheet.
• Description of assumptions
• Strategies to increase volume.
• Describe the Elements of the projected budget
• Describe the Capital Expense Plan and the Contingency Plan
• Describe the organization’s current business model.
• Evaluate the budget assumptions listed in the budget.

Included on Spreadsheet – (See Sample Budget for Format on attached spreadsheet).

• Description of assumptions
• Strategies to increase volume

Strategic Plan Financial Plan=

Identify and explain the details of the strategies to increase volume.

• Describe the Elements of the projected budget
• Describe the Capital Expense Plan and the Contingency Plan
• Describe the organization’s current business model.
• Evaluate the budget assumptions listed in the budget.
• Identify and explain the details of the strategies to increase volume.

Must include at least 4 in-text citations – peer-reviewed, scholarly, or similar resources to support your information. (No Wikipedia, use only trade or industry publications, government or agency websites, scholarly works, or other sources of similar quality)

Format the paper according to APA guidelines

Big Data is everywhere and various businesses around the world are driven by Big Data. However, while some businesses rely on Big Data for organizational decision making, this does not mean that the implications and applications of Big Data are properly used to ensure optimal effectiveness for the organization

For this scenario, you have been appointed as the Business Analyst for Big D Incorporated charged with providing authoritative recommendations to the Board of Directors. As the Business Analyst, the recommendation you provide will be based upon data calculated from statistical appropriate formulas. Be reminded that you are not the company’s statistician yet the Business Analyst and therefore responsible for interpreting statistical data and making the appropriate recommendations.

Big D Incorporated was offered a series of business opportunities and it is your job as the Business Analyst to provide expert insight and justification for recommendations regarding these potential prospects.

Based upon the input from Units 1 and 2, you have just received your next assignment that will contribute to your next decision. For the outdoor sporting goods client, based upon your prior decision as to either expand to the next market or retain your current position, justify your decision further utilizing the Chi-Square Distribution tool. One key criterion point: You do not have adequate data to formulate a full Chi-Square for the outdoor sporting goods client. However, you do have sufficient data to initiate this process. You are charged to demonstrate the initial steps of a nonparametric test that are qualitative. Utilizing the null and alternative hypothesis, further present your justifications for your selection and what it means beyond the mere formulas. What is this going to tell the Board of Directors and contribute to the decision-making process?

The following information may be helpful in understanding Chi-Square and hypothesis testing:

Chi-Square and Hypothesis Testing

Please review this helpful video. The presenter uses the “flip of the coin” and the “role of the die.” These are examples and analogies used in the CTU resources.

The following are assumptions you might make in this assignment that might make the assignment more helpful and make the responses more uniform:

• Continue to utilize the Big D scenario. Work under the assumption that the sample is based upon two different proposed product lines.
• Additionally, work under the assumption that the same demographics are utilized for each product

1500 words

Reference

Bozeman Science. (2011, November 13). Chi-squared test [Video file]. Retrieved from

https://youtu.be/WXPBoFDqNVk