Biostats SPSS Kaplan-Meier Curve

Due 4/20/19 11p.m EST

Be on time and ORIGINAL WORK!

Don’t ask if you haven’t read directions!

DATA ATTACHED ALONG WITH STEP BY STEP GUIDE!

 

The Kaplan-Meier curve is a way to evaluate longitudinal data and estimate conditional survival rates through the illustration of a series of conditional probabilities.

For this Assignment, you use the Kaplan-Meier method to evaluate time-to-event data collected through a longitudinal study described in the Week 8 Dataset (SPSS document). You also create a survival curve and estimate survival distributions.

The Assignment

Using Wk 8 Dataset (SPSS document) 

  1. Data 
    1. Create a variable for Time-to-event by subtracting the start time (variable = start) from the stop time (variable = stop). Label the new variable “Time”. 
    2. Produce the appropriate descriptive statistics, numerical and graphical, for the following variables: 
    • Event
    • Interval
    • Tx
    • Num
    • Size
    • Time
  2. Kaplan-Meier Survival Analysis (Without factor or Strata) 
    1. Run a Kaplan-Meier analysis in SPSS, using Time as the Time variable and Event as the Status variable (Be sure to define the event). Do not add a factor or strata at this time.
    2. Produce a Survival Table (you do not need to submit this) 
    3. Produce a plot of the survival function 
    4. What is the mean survival time (include confidence intervals)? What is the median survival time (include confidence intervals)? Why do you think they are so different from each other? 
  3. Kaplan-Meier Survival Analysis (With Factor) 
    1. Run a Kaplan-Meier analysis in SPSS, using Time as the Time variable and Event as the Status variable (Be sure to define the event). Add Tx as the factor.
    2. Test the difference between Tx groups (Compare Factor) using Log-Rank, Breslow, and Tarone-Ware 
    3. Produce a plot of the survival function 
    4. Describe what the Overall Comparisons mean in terms of treatment groups and survival times. 
    5. Kaplan-Meier Survival Analysis (With Strata) 
      • Run a Kaplan-Meier analysis in SPSS, using Time as the Time variable and Event as the Status variable (Be sure to define the event). Add Interval as the Strata variable.
      • Produce a plot of the survival function for each strata. 
      • Why would you want to produce Kaplan-Meier Survival Curves after stratifying for a variable?

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week 4 written assignment

 

  • Select one of the three topics defined in the Essay Quiz section on page 334 in the textbook. Your paper should be 2 pages in length. You need to provide a minimum of two references and need to use APA format in the reference section.

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Cloud Computing Presentation

 

The manager of the web development company introduced in Week 1 has asked you for information on cloud computing and how it could be incorporated into their business.

As a response, you have decided to create an IT-based executive level presentation and an executive summary that identifies key points on how Software as a Service (SaaS), Platform as a Service (PaaS), and Infrastructure as a Service (IaaS) could be used to gain a greater technological advantage for their organization. 

Create an 8- to 10-slide multimedia rich Microsoft® PowerPoint® presentation with graphics and speaker notes identifying the key characteristics of how cloud computing could be used in their company. Be sure to cover the major areas of cloud services that include SaaS, PaaS, and IaaS. For each of the identified cloud services, include a set of pros and cons and the risks associated with its practical use in the business.

Write a 1- to 2-page executive summary accompanying the presentation that you would hand out to the executives and elaborates on the key points.

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In 500 words or more, consider this statement: For cloud computing to become multi-jurisdictional, it must be separated from politics.

In 500 words or more, consider this statement: For cloud computing to become multi-jurisdictional, it must be separated from politics.

Use at least three sources. Include at least 3 quotes from your sources enclosed in quotation marks and cited in-line by reference to your reference list. Cite your sources. Do not copy. Write in essay format not in bulleted, numbered or other list format. 

It is important that you use your own words, that you cite your sources, that you comply with the instructions regarding length of your post and that you reply to two classmates in a substantive way (not ‘nice post’ or the like).  Your goal is to help your colleagues write better. Do not use spinbot or other word replacement software. It usually results in nonsense and is not a good way to learn anything. Please do not use attachments unless requested. 

https://www.youtube.com/watch?v=Qk5y–YQnOw

https://www.youtube.com/watch?v=fpxDGU2KdkA

https://www.youtube.com/watch?v=SY71Z1WNlEY

https://www.youtube.com/watch?v=WtFg68Z6iwI

https://player.fm/series/1527787

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Reflection of course knowledge

 Reflect on the connection between knowledge or concepts from these courses and how those have been, or could be, applied in the work place (250 words per course reflection. If you were a full time student and took 2 courses, you should write a total of 500 words).

I am a full time student i need 250 words per each subject total of 500 words 2 subjects

My subjects are 1) Access Control 2) Security Architecture and Design

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Segmentation II

This is the second of three milestone papers that will lead you to, and be part of, your final paper.Using the approved company and product/service, you will answer the following questions:    

  • Who is your target audience?
  • What is their age demographic?
  • What is their average socioeconomic status
  • What are the traits and characteristics of your target audience?
  • Where does your target audience go to get their information about products or services?
  • Why is it important to survey your target audience about their personal and buying characteristics?

How has the company needed to shift in reaching their target audience in light of the pandemic? Paper length should be 3 to 4 pages in length using APA formatting and should include a cover page and reference page which are not included in the page count.  See this reference for more details on APA style.

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Digital Literacy

 Answer each of these questions in a paragraph with at least five sentences: Include the question and number your responses accordingly. Provide a citation for each answer.

1. Describe Digital Literacy (how to know what is real on the web). 

2. None of these people exist. What does this mean to you?

3. Why is Wikipedia more reliable than a paper encyclopedia?

4. How useful are crowdsourced answers?

5. What are some drawbacks to crowd-sourced answers?

6. Do people generally utilize the diversity of sources on the Internet effectively?

7. How reliant are we and how reliant should we be on getting our news from social media?

8. How do humans remain vigilant when we turn over authority to computers? Have you tried to navigate without GPS?

9. If models are simplifications of reality, why do we rely on them?

10. Why was this model, used by Amazon for hiring, wrong?

11. Why did Skynet declare war on the human race?

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Admissibility of Evidence

Describe the plain view doctrine, and why  it has such a significant impact on digital forensics? What are three approaches to determining whether the doctrine applies to a specific case.

Use your own words and do not copy  the work of another student.

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LEED Certification Assessment

  Perform a LEED (Leadership in Energy and Environment Design) Certification Assessment of your local living area or work location. Remember to get permission from security. If you wish you may approach the subject in terms of Best Practices.  

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Week 13

1.Write at least 500 words discussing how text mining could be use to evaluate teachers. Use APA format and Include at least 3 quotes from your sources enclosed in quotation marks.

2.Write at least 500 words comparing and contrasting Spark and MapReduce for working with Hadoop.  Use APA format and Include at least 3 quotes from your sources enclosed in quotation marks.

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