Parametric and Non Parametric Analyses

 

Part 1

A principal wants to determine if a new ACT preparation program is effective. The data are contained in the schools.sav data file. Open the schools.sav file in SPSS. Use SPSS to determine whether a significant improvement existed between student performance on ACT tests in 1993 (act93) and ACT tests in 1994 (act94). Assume that the same students were involved in 1993 and 1994 testing. (This requires a t-test. Review Chapter 10 of the Green & Salkind text for information on paired t-tests and reporting APA results interpretation and writing.)

Create a report that answers the principal’s question. Write these conclusions in formal APA results format. Include your SPSS output to support your conclusion.

Part 2

A pharmaceutical company wants to determine whether there is a need for a new medication based on the data in the electric.sav file. Specifically, they want to determine whether a person is alive or dead 10 years after a coronary incident and whether that is reflected in a significant difference in the patients’ cholesterol levels (chol58) taken when the event occurred. Use chol58 as a dependent variable and VITAL10 as your independent variable. Complete the following:

  • Analyze these conditions to determine whether there is a significant difference between the cholesterol levels (vital10) of those who are alive 10 years later compared to those who died within 10 years.
  • Include the SPSS output, which validates your conclusion.
  • Write a brief paragraph describing your conclusions.

Refer to Unit 6 in the Green & Salkind text for specific information about SPSS tests and APA results interpretation and writing. Pay attention to the Levene’s test throughout for determining whether the assumption of equal variance was met when you make your final decisions about the analysis.

What conclusion did you reach? Write these conclusions in formal APA results format. Include your SPSS output to support that conclusion.

Part 3

Occasionally, you have 1 independent variable that has 3 or more levels or groups. For a parametric data set, an analysis of variance (ANOVA) is the proper calculation. Use an ANOVA to address the following scenario:

A financial planner is interested in understanding the relationship between the dependent variable of the income level of respondents (rincdol) and the independent variable of their education level (ndegree) from the gss.sav data file. Use SPSS to complete the following:

  • Run an ANOVA to determine the overall conclusion.
  • Use the Bonferroni correction as a post-hoc analysis to determine the relationship of specific levels of degree level to income.
  • Explain the overall conclusions based on the analysis, and describe the relationship(s) between the levels of the degree earned and income.
  • Write your conclusion of the findings based upon the output using proper APA formatting.

Submit both the SPSS output file and your Word summary. (Refer to the Green & Salkind section about a one-way ANOVA for information on APA results interpretation and writing.)

word document edit

 

  1. Open the EmergencyProcedures-02.docx start file. If the document opens in Protected View, click the Enable Editing button so you can modify it.
  2. The file will be renamed automatically to include your name. Change the project file name if directed to do so by your instructor, and save it.
  3. Change the theme to Integral and the theme color to Red.
  4. Change the top, bottom, left, and right margins to 0.75″.
  5. Select the entire document and change the font size to 12 pt.
  6. Format the title of the document.
    1. Select the title of the document and apply Heading 1 style.
    2. Open the Font dialog box, apply All caps effect, and change the font size to 16 pt.
    3. Change the Before paragraph spacing to 0 pt.
    4. Add a bottom border to the title using the Borders drop-down list.
  7. Apply and modify the Heading 2 style and delete blank lines.
    1. Apply the Heading 2 style to each of the bold section headings.
    2. Select the first section heading (“Emergency Telephones [Blue Phones]”).
    3. Change Before paragraph spacing to 12 pt. and After paragraph spacing to 3 pt.
    4. Apply small caps effect.
    5. Update Heading 2 style to match selection. All the section headings are updated.
    6. Turn on Show/Hide and delete all the blank lines in the document.
  8. Select the bulleted list in the first section and change it to a numbered list.
  9. Apply numbering format and formatting changes, and use the Format Painter.
    1. Apply numbering to the text below the section headings in the following sections: “Assaults, Fights, or Emotional Disturbances”; “Power Failure”; “Fire”; “Earthquake”; and “Bomb Threat.”
    2. Select the numbered list in the “Bomb Threat” section.
    3. Open the Paragraph dialog box, set Before and After paragraph spacing to 2 pt., deselect the Don’t add space between paragraphs of the same style check box, and click OK to close the dialog box.
    4. Use the Format Painter to copy this numbering format to each of the other numbered lists.
    5. Reset each numbered list so it begins with 1 (right-click the first item in each numbered list and select Restart at 1 from the context menu).
  10. Customize a bulleted list and use the Format Painter.
    1. Select the text in the “Accident or Medical Emergency” section.
    2. Create a custom bulleted list and use a double right-pointing triangle symbol (Webdings, Character code 56).
    3. Open the Paragraph dialog box and confirm the left indent is 0.25″ and hanging indent is 0.25″. If not, change the settings.
    4. Set Before and After paragraph spacing to 2 pt. and deselect the Don’t add space between paragraphs of the same style check box.
    5. Use the Format Painter to apply this bulleted list format to the following text in the following sections: “Tips to Professors and Staff” and “Response to Students.”
  11. Change indent and paragraph spacing and apply a style.
    1. Select the text below the “Emergency Telephone Locations” heading.
    2. Set a 0.25″ left indent.
    3. Set Before and After paragraph spacing to 2 pt.
    4. Confirm the Don’t add space between paragraphs of the same style box is unchecked (Paragraph dialog box).
    5. Apply Book Title style to each of the telephone locations in the “Emergency Telephone Locations” section. Select only the location, not the text in parentheses or following text.
  12. Change left indent and paragraph spacing and set a tab stop with a dot leader.
    1. Select the text below the “Emergency Phone Numbers” heading.
    2. Open the Paragraph dialog box and set a 0.25″ left indent for this text.
    3. Set Before and After paragraph spacing to 2 pt. and confirm the Don’t add space between paragraphs of the same style box is unchecked.
    4. Open the Tabs dialog box, set a right tab stop at 7″, and use a dot leader (2).
    5. Press Tab before the phone number (after the space) on each of these lines. The phone numbers align at the right margin with a dot leader between the text and phone number.
  13. Apply the Intense Reference style to the paragraph headings in the “Accident or Medical Emergency” section (“Life-Threating Emergencies” and “Minor Emergencies”). Include the colon when selecting the paragraph headings.
  14. Use the Replace feature to replace all instances of “Phone 911” with “CALL 911” with bold font style. Note: If previous Find or Replace criteria displays in the Replace dialog box, remove this content before performing this instruction.
  15. Insert a footer with document property fields and the current date that appears on every page.
    1. Edit the footer on the first page and use the ruler to move the center tab stop to 3.5″ and the right tab stop to 7″.
    2. Insert the Title document property field on the left. Use the right arrow key to deselect the document property field.
    3. Tab to the center tab stop and insert the Company document property field at center. Use the right arrow key to deselect the document property field.
    4. Tab to the right tab stop, insert (not type) the date (use January 1, 2020 format), and set it to update automatically.
    5. Change the font size of all the text in the footer to 10 pt.
    6. Add a top border to the text in the footer using the Borders drop-down list and close the footer.
  16. Use the Borders and Shading dialog box to insert a page border on the entire document.
    1. Use Shadow setting and solid line style.
    2. Select the fifth color in the first row of the Theme Colors (Dark Red, Accent 1) and 1 pt. line width.
  17. Center the entire document vertically (Hint: use the Page Setup dialog box).
  18. View the document in Side to Side page movement view [View tab, Page Movement group] and then return to Vertical page movement view.
  19. Save and close the document (Figure 2-119).
  20. Upload and save your project file.
  21. Submit project for grading.

Numerical computation Project

 Project Description  

 –  Learn one state of the art multivariate analysis method 

        • NMF, PCA, ICA, NN, CNN, etc. 

 –  Apply matrix analysis and numerical computation on real world data sets 

        • image, video, audio, social media, sensory signals, etc. 

Project Topics 

 – Given topics 

    • Numerical computing in econometrics             • Applications of the SVD 

    • Multi-level non-negative matrix factorization    • Multi-view non-negative matrix factorization                   

    • Advanced principal component analysis          • Binary independent component analysis 

     • 1D convolutional neural networks                    • Survey of automatic rank determination in non-                   negative matrix factorization 

– Free optional topics 

  • You can also search and select a topic other than above given topics as your final project. But your topic should be related to matrix, multivariate analysis and numerical computation. Please send me your topic for approval in advance if you choose a free optional topic. 

Project Deliveries 

   – Project proposal (template will be given) 

         • Topic, method, application, novelty 

         • Novelty (new investigation, new trials, new idea, new design, technology improvement) 

 – Presentation (10m presentation) 

– Project report 

        •Experiment and discussions 

        • Findings and conclusions 

        • In paper format (template will be given) 

         • Good quality project reports will be refined and polished by Dr. Sun and submitted for publication • https://cscsu-conference.github.io/ 

PS.  Paper types file is the guide line for this project.

        Proposal template have to be used for the project proposal. 

        Lab report template has to be used for the lab report. 

        There are explanations for .zip files in the Paper types file.

Ps. LATEX compiler and Editor Link

       MiKTex  ::  https://miktex.org/download 

       Texmaker :: https://www.xm1math.net/texmaker/download.html

how digital transformation leaders in regard to artificial intelligence

This week’s journal article focus on the how positive team culture can correct the impact of lagging leadership creativity.  Additionally, we discussed how digital transformation leaders in regard to artificial intelligence (AI).  After reviewing the reading, please answer the following questions:

  1. What is your definition of AI?  Please explain.
  2. What is your opinion of AI, is the technology currently available? Why or why not?
  3. Please note at least four AI technologies, explain if they are truly AI or something else.  Thoroughly explain your answer.
  4. How is AI perceived as different in various industries and locations? Please explain.

Please be sure that journal articles are peer-reviewed and are published within the last five years.

The paper should meet the following requirements:

  • 3-5 pages in length (not including title page or references)
  • APA guidelines must be followed.  The paper must include a cover page, an introduction, a body with fully developed content, and a conclusion.
  • A minimum of five peer-reviewed journal articles.

The writing should be clear and concise.  Headings should be used to transition thoughts.  Don’t forget that the grade also includes the quality of writing.

Group Project

I need 5 pages report.  Almost everything is done and you need to put all together and submit the report 

InfoTech Import in Strat Plan (ITS-831)

InfoTech Import in Strat Plan (ITS-831)

Discussion: Virtualization

Word Count: 300+

Chapter 6, “Architecture and Infrastructure”

Discuss the benefits of virtualization software, as described in the text. Do you agree/disagree with these benefits, or can you think of additional benefits not already presented?  Also discuss the security concerns highlighted by server sprawl and how you would propose to solve those in your (real or hypothetical) organization.

Provide an outside source that applies to the topic, along with additional information about the topic or the source (please cite properly in APA)

At least one scholarly source should be used in the initial discussion thread. Be sure to use information from your readings and other sources. Use proper citations and references in your post.

Reading resources:

1. Chapter 6, “Architecture and Infrastructure”  pp. 143-150. Managing and Using Information Systems, Keri E. Pearlson, Carol S. Saunders, Dennis F. Galletta, John Wiley & Sons 

2. Singh, M. (2018). Virtualization in Cloud Computing- a Study. 2018 International Conference on Advances in Computing, Communication Control and Networking (ICACCCN), 64. Retrieved from https://doi.org/10.1109/ICACCCN.2018.8748398

plagiarism check required, Good work, APA format, within 8hrs

SA – Cloud Security

 Question A

  • How does Cloud security compare to on-premise security?

Question B

Each week, research a unique news story or article related to Information Security/Information Technology. Post a summary of what you learned to the discussion thread, please also provide a link to the original article. Source is your choice; however please fully cite your source.

500 words. APA format with references.