Examining multivariate techniques

Deliverable Length:   1-2 pages

Using the information from Units 1, 2, and 3, Big D Incorporated will be examining how multivariate techniques can serve the organization best and how they can be applied to its new client, the outdoor sporting goods customer. The Board of Directors has asked you to research and explain 3 major ways in which multivariate statistics are utilized in this scenario. In this case, be sure to justify your decision.

Research using the library and the Internet to find an example of how a real company has used each of the following multivariate techniques:

This can be considered a benchmark if you can justify how it could benefit Big D Incorporated.

Write a summary to upper management explaining the following:

  • How can each multivariate technique be utilized in Big D Incorporated, and what purpose would each serve?
  • Which technique is your preferred method, and how is your chosen multivariate technique different from the other two techniques?
  • What will the Board of Directors learn from your selected technique and more importantly, how will it contribute to the overall decision-making process? Ensure that your explanation is clear and concise.

Please submit your assignment.

Utilize a regression model

Primary Task Response: Within the Discussion Board area, respond to the following questions with your thoughts, ideas, and comments. This will be the foundation for future discussions by your classmates. Be substantive and clear, and use examples to reinforce your ideas.

Big D Incorporated is nearing completion of its portfolio of recommendations for the outdoor sporting goods company. There are a wide range of measures that could be of value to the Board of Directors to consider.

Think of each measure as being a paint stroke in a corporate picture. By itself, it may not have much value. However, when combined with others, a picture is formed. The more variables examined regression, the clearer the picture. For example, consumer age, income, gender, background, industry, and interests could provide guidance to the best marketing approach to take.

Although past data are used to indicate the future, the social and economic impact of the coronavirus needs to be considered. What are the impacts to unemployment, income disruption, and recovery plan by each state?

Clearly state variables that you would utilize in your path that you are recommending. Utilize a regression model to determine if the recommendation is to expand into the new market or to not expand. Ensure that you provide adequate justification for your recommendations. The Board of Directors requires your input based upon your previous exercises from Units 1, 2, and 3.

Responses to Other Students: Respond to at least 2 of your fellow classmates about their Primary Task Response regarding items you found to be compelling and enlightening. To help you with your discussion, please consider the following questions:

  • Do you agree with your classmate’s decision? Why or why not?
  • What additional questions do you have after reading the posting?
  • What clarification do you need regarding the posting?
  • Why do you feel your decision would make more sound financial and business sense?

Additional Resources (n.d.). Regression analysis: Step by step articles, videos, simple definitions

U.S. Bureau of Labor Statistics. (2020). Unemployment rates for states, seasonally adjusted

Franck, T., & Schoen, J. (2020). This map shows which states are seeing the most job losses due to the coronavirus

Appropriate sampling methodologies

Assignment Objectives

Determine appropriate sampling methodologies for business settings and situations.Explain the various methodologies and applications relating to levels of measurement, central tendency, dispersion, and other key statistical metrics.

For this assignment, do the following:

  • Download the file Sample Data.
  • Prepare a chart similar to the one in the downloaded file to indicate whether the correlation between variables A and B were found to be positive, negative, or minimal.
  • Provide an explanation and justification for your decisions.

In your own words, explain what it means if the correlation of 2 variables is positive, negative, or minimal (close to 0), and give an example of each.

  • What do you deduce from the correlations? Explain if you believe these to be short or long-term objectives and outcomes.
  • What are the implications for Big D Incorporated regarding its client in the outdoor sporting goods?
  • What are the implications for the penetration into the indoor sporting goods market?
  • Also, how can you use the correlation tools to identify the variables in the research toward the expansion into the indoor sporting goods market?

Please submit your assignment.

Create a frequency table in SPSS


Create a frequency table in SPSS

Topic is Gender Inequality

250 words

Task I: Frequency table

Now that you have imported GSS 2016 dataset into your SPSS and have learned how to use GSS data explorer to find out GSS variable information, you are going to create and post a frequency table of your variables.  Complete the following steps:

Give your forum title a unique label specific to your study/variables.  Post a brief explanation of your topic which includes a bit of information about your variables: level of measurement, answer categories (yes/no, strongly agree, disagree, etc.), as well as the survey question used to collect data for this particular variable (refer to Forum 1 discussion). Include a frequency table for each of your variables. If you have one DV and one IV, you need to run frequency table for BOTH of your variables. If you have one DV and 2 IVs, you need to run three frequency tables. When you are done, explain your outputs in no more than 5 sentences for each variable. Cite numbers in the outputs to support your conclusion. When you cite %, use the % reported in “valid percent” column. This column deletes all missing values, thus is “clean.”

To create a frequency table in SPSS

1.       Open SPSS and open your GSS data file

2.       Click Analyze

3.       Click Descriptive Statistics

4.       Click Frequencies

5.       click open Statistics

6.       Make sure that mean, median, mode, standards deviation, and variance are chosen and click “Continue”

7.      ​Choose the variable that you want to make a frequency table of and click the arrow (this will move it into the right ‘Variable’ box)

8.       Click OK

Task II. Describe the measures of central tendency (mean, median, mode) and dispersion (variance, standard deviation) for each of your variables.

Based on what you have learned in the readings and lessons this week, identify the measures for each variable and explain what they tell us. Keep in mind that the mean is more meaningful for interval/ratio variables, the median or mode for ordinal variables, and the mode for nominal variables. What do these measures summarize for us about the variable’s data?

Task III. Create charts (bar chart, pie chart, or histogram depending on your variables’ level of measurement)

Presenting your data in graphic form is also important when conducting quantitative research. Based on what you have learned from the reading and the weekly lesson, create a graphic representation of your data. Your choice of graphing tool is purely based on a variable’s level of measurement. When you are done, explain your outputs in no more than 5 sentences for each variable. It is OK if your explanation is similar to the frequency table interpretation, since chart is a different data presentation on the SAME variable. Cite numbers in the outputs to support your conclusion.

Basic rules:

Nominal: bar chart or pie chart

Ordinal: bar chart or pie chart

Interval/Ratio: histogram or line chart

To Create a Chart

1.       Follow steps 1-4 above (without worrying about the statistics).

2.       Click Charts

3.       Click choice of format (depending on your variable’s level of measurement)

4.       Click OK

5.       Continue with steps 5-6

Copy all of the frequency tables and charts by copy and pasting them into a document (PDF, MS Word) and attach to forum discussion. If your table/chart does not fit to the page, choose “copy special” and then “images.” Paste images to the word document and the problem will be solved.  

If you need further guidance, refer to the step-by-step screenshots attached at the end of the rubrics.

Assignment 2

1)  Read attached case study. Your assignment must be two to three pages in length APA style (excluding title and reference pages). Utilize your reference listed below and at least one additional scholarly source.  Based on the information in this case, thoroughly answer the following questions below:

· Write a mission statement that reflects this new direction for St. Mary’s.

· Write a vision statement reflecting the new mission statement.

· What type of strategy did the leadership team at St. Mary’s pursue?

· Which organizations in the community might view the wellness center as a new form of competition?

· What factors described in this chapter might affect the implementation of this new strategy?

Baack, D. E. & Fischer, A. (2013). The essentials of managing in the healthcare industry [Electronic version]. Retrieved from


Quality homework for less

Quality homework for less

Create a thesis and an outline on Computational Fluid Mechanics. Prepare this assignment according to the guidelines found in the APA Style Guide. An abstract is required.

The adoption of computational fluid mechanics has seen it exhibit various fruitful transition, from a mere field to an increasingly developed field in practice and design.

This literature review, in form of a position paper, provides a theoretical background of the CFD plus supporting views about its mechanism and its usage within our organization. This will involve studying aspects of technical challenges associated with using the tool within the organization. Further, possibilities and limitations are also presented to further the exploration of how CFD applies to urban physics. Intuitively, this will provide a benchmark for measuring the spatial and temporal scales that can be associated with the position of computational fluid mechanics. Finally, it would be important to scale the position of the review by focusing on the technical aspects of using CFD in the organization. For this reason, it would be possible to extensively discover the future of CFD in urban physics.

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In most urban areas, especially in the industries, urban physics is a core field in facilitating various physical processes. Essentially the field deals with the transmission of heat and mass experienced in the outdoor and indoor urban environment. Further, it focuses this concept of heat and mass transmission on its interaction with humans and materials used in production. Conclusively, an organization is likely to apply this field to ensure a healthy and sustainable outdoor and indoor environment through encompassing all the associated constraints such as security, energetic and health, all of which are considered as grand societal challenges. For these particular reasons, urban physics with all its components is adopted widely across engineering disciplines, scaling from mechanical to electrical engineering. One of the major components that make urban physics formidable is Computational Fluid Dynamics mainly used in numerical simulation within the particular organization.&nbsp.

Assignment two-Quality homework for less

Compose a 2500 words assignment on text and culture

This declaration infuriates Jackie who leaves Roseanne’s house. Roseanne informs her husband Dan about the fight between her and Jackie and Dan responds by saying that even though he does not believe that Jackie has what it takes to become a cop it is likely that she would be accepted by the police department.

Roseanne and her family are having dinner and Darlene is constantly teasing Becky, she reveals that Becky has been reading her father’s magazine ‘Girls, Girls, Girls’ and that she wants to be like the girls who appear in the magazine. Roseanne asks Darlene to stop her mischief and quit bothering Becky to which Darlene becomes angry and leaves.

Darlene is shown to be at Jackie’s house where she discusses the issues at home with her aunt. Darlene recounts that no matter how hard she tries it is impossible for her to become like her sister Becky who is perfect in everything and is loved dearly by their parents, especially their mother. Jackie responds by telling Darlene about her relationship with her older sister, Roseanne and how she has tried to control her life and her decision despite her own personal failures. The two younger sisters appear to understand each other’s position and their place in the family as the younger sibling.

Darlene comes back home and Roseanne questions her about her conversations with Jackie but Darlene refuses to share the information. Jackie arrives and thanks Darlene for putting the pail near her bed because she had been drinking. Roseanne hears this and becomes infuriated. The two sisters argue and eventually start hitting each other, they take the fight to the couch and Jackie hits Roseanne and asks her to apologize for going against her wish of becoming a cop and demands that she supports her. Roseanne apologizes but insists that she has one thing to say before lending her support. Roseanne makes an imaginary gun with her hand and points at Jackie while asking her how she would respond to such a threat, Jackie is only able to raise her hand in order to slap the gun before Roseanne tells her that she is now dead.