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Module 3 | Computer Science homework help

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Overview

In each module, you will be learning about different statistical functions in R. You will apply these functions to specific data sets, creating models that can be used to understand and solve real-world problems. You will gain practice creating models, reporting and interpreting their statistics, evaluating their significance, and using the models to make predictions.

Note: Begin working on the readings and the problem set early each week. This will help make sure that you are prepared for the weekly discussion.

Prompt

In this activity, you will explore a second order regression model that contains quantitative and qualitative variables. Then you will be asked to create your own second order regression models and write a mini-report based on your findings.

  1. Access the R scripts for this problem set by using the Jupyter Notebook link in Module Three. In your Jupyter Notebook, you have been given a set of steps that explains how to create second order models with quantitative and qualitative variables. Go through each step, examining the scripts and their output. If you are not sure how a specific script works or how to understand the output of a script, review the readings. Reach out to your instructor if you need additional help.
  2. Review the Module Three Problem Set Report template to understand the questions that you will need to answer for this assignment. Then, write your own scripts to create the models specified in your problem set report. Refer to the scripts that you were given as examples to guide your work.
  3. Use the outputs of your scripts to answer all of the questions in your problem set report. The report has been divided into several sections. Each section contains questions to guide your analysis. Be sure to fully answer all of the questions and complete the following sections:
    • Introduction: Communicate all ideas by presenting the context of your analyses.
    • Correlation Analysis: Discuss the relationships between the variables using correlation coefficients.
    • Reporting Results: Report the results of the model by listing and interpreting various model statistics.
    • Evaluating Model Significance: Evaluate the significance of the model by reporting parameter estimates and performing hypothesis testing for each estimate and the overall model.
    • Making Predictions Using the Model: Make predictions based on the model by reporting prediction values and constructing prediction intervals and confidence intervals.
    • Conclusion: Communicate all ideas by summarizing and interpreting the practical implications of the results.

Guidelines for Submission

You will submit your completed problem set report as a Word document. Use 11-point Calibri font and one-inch margins. You must use the equation editor where appropriate.

You will also submit the HTML file containing the outputs of your R scripts from the Jupyter Notebook. Review the Jupyter Notebook in Codio Tutorial to help you with this task.

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July 1, 2023
    

This paper has some similarities with The Aging Simulation, the critical difference of this assignment now requires that you observe and interview live people. This time you will sharpen your skills of observation and interviewing while relating relevant theories to these observations. You will utilize relevant sources and theoretical material to understand the development your interviewee describes. You will construct a set of 15 open ended questions relevant to your population based on your readings and research which guide you through the interview. 

Please select one population you want to interview; young adult, mid-life, or older adult. You will be required to interview a standardized client in the Simulation Lab for 25-30 minutes. Following the interview, you will be asked to meet with your Standardized Client for feedback. This session is usually about 5 minutes. The reflection and simulated life span interview will be 20% of the grade you earn on your Life Span Interview paper. 

Young Adult

You will interview a young adult 18-30 years of age. You will interview the young adult in a simulated situation letting the client describe the process of emerging from parental oversight into the role of an adult. Use open ended questions such as, “How has your relationship with your parents changed since you have started to become more independent?” or “What factors have influenced your decisions about career, college or work?” or “What are things that have been difficult finding and building close relationships?” You will be able to fashion other questions as well after reading your text and related Canvas materials. 

Adult in Midlife

You will interview a middle-aged adult 40-55 years old. Your simulated interview should explore the changing family life cycle, including aging parents, shifting patterns in a long term partnership/marriage and children leaving home. It can also include open ended questions such as “How have you started planning for retirement?” or “What do you think it means to be in the prime of life?” or “How would you describe your adult sibling relationships?” You will be able to fashion other questions as well after reading your text and related Canvas materials. 

Older Adult

You will interview an older adult. You will interview the individual for 25-30 minutes and let the person tell the story of his or her life to you. You can use open ended questions such as, “Tell me about your childhood?” or “What are some of the things you are most proud of that you have done in your life?” or “What are some experiences that you think really made you who you are?” You will be able to fashion other questions as well after reading your class materials. 

General Paper Outline

  • 1 page, briefly explain how your interviewee sees him/herself in the general environment, as well as in the various components of his or her micro, mezzo and macro systems.
  • Developmental description.2 pages, describe your observations about this person’s biological, psychological, and social development. If there are any, note any discrepancies between your observations and what the interviewee stated.
  • Theoretical analysis.2 pages, discuss the theories/theorists that are relevant in understanding this person’s development, and how these apply to the interviewee. Utilize at least 2 theories/theorists and include at least 3 relevant and recent (from 2013 or later) journal articles to support your analysis. Discuss also if there are any discrepancies between expectations by age vs. actual observations. Use this information to analyze if this person is developing as expected from theory, or if the person’s experiences actually provide information that the theory is not fully relevant to describe the development of this interviewee.
  • Using the video of your interview, complete the computerized reflection by identifying 3 moments from recording (include time-stamps in paper) and draw conclusions based on your assessment of any concerns of your overall performance. 1. Emphasize what you have learned about yourself (including your engagement skills) from meeting with this person. 2. Identify and describe a moment where you felt your interviewing skills were the strongest. 3. Identify and describe a moment where you you felt your interviewing skills could've been better; what could you have done differently? Your reflection can be written in first person. 
  • Please include a list of at least 10-15 questions that you asked the simulated client.
  • It should be formatted in APA style regarding margins, headings, page numbers, font, reference list, appendices, and in-text citations. 

Rubric::

Introduction Clearly describes the person, their setting, system and environment: 

10 pts

This criterion is linked to a Learning OutcomeDevelopmental DescriptionContains accurate information, astute observations and shows that the interview was thorough and that the student carefully considered the developmental content

20 pts

This criterion is linked to a Learning OutcomeTheoretical AnalysisCorrectly utilizes and applies 3 theories, shows understanding of the theory and application, not just restating the theory.

20 pts

This criterion is linked to a Learning OutcomeReflectionShows depth of reflection, accurate and convincing discussion of the assessment.

20 pts

This criterion is linked to a Learning OutcomeAppendicesQuestions are useful, well stated, open ended and reflect content that would elicit information about development appropriate to the population

15 pts

This criterion is linked to a Learning OutcomeReferences & APARelevant journal sources, correctly utilized to support ideas, emphasis on content instead of authors, correctly cited and recent, within the past five years.

Learning OutcomeGrammar/Typos/APA/Use of Headings/Subheadings

Use of headings/subheading consistent with assignment instructions. Free of grammatical errors and typos. Complies with APA guidelines. It should be formatted in APA style regarding margins, headings, page numbers, font, reference list, appendices, and in-text citations.

15 pts

default image
July 1, 2023
    

This paper has some similarities with The Aging Simulation, the critical difference of this assignment now requires that you observe and interview live people. This time you will sharpen your skills of observation and interviewing while relating relevant theories to these observations. You will utilize relevant sources and theoretical material to understand the development your interviewee describes. You will construct a set of 15 open ended questions relevant to your population based on your readings and research which guide you through the interview. 

Please select one population you want to interview; young adult, mid-life, or older adult. You will be required to interview a standardized client in the Simulation Lab for 25-30 minutes. Following the interview, you will be asked to meet with your Standardized Client for feedback. This session is usually about 5 minutes. The reflection and simulated life span interview will be 20% of the grade you earn on your Life Span Interview paper. 

Young Adult

You will interview a young adult 18-30 years of age. You will interview the young adult in a simulated situation letting the client describe the process of emerging from parental oversight into the role of an adult. Use open ended questions such as, “How has your relationship with your parents changed since you have started to become more independent?” or “What factors have influenced your decisions about career, college or work?” or “What are things that have been difficult finding and building close relationships?” You will be able to fashion other questions as well after reading your text and related Canvas materials. 

Adult in Midlife

You will interview a middle-aged adult 40-55 years old. Your simulated interview should explore the changing family life cycle, including aging parents, shifting patterns in a long term partnership/marriage and children leaving home. It can also include open ended questions such as “How have you started planning for retirement?” or “What do you think it means to be in the prime of life?” or “How would you describe your adult sibling relationships?” You will be able to fashion other questions as well after reading your text and related Canvas materials. 

Older Adult

You will interview an older adult. You will interview the individual for 25-30 minutes and let the person tell the story of his or her life to you. You can use open ended questions such as, “Tell me about your childhood?” or “What are some of the things you are most proud of that you have done in your life?” or “What are some experiences that you think really made you who you are?” You will be able to fashion other questions as well after reading your class materials. 

General Paper Outline

  • 1 page, briefly explain how your interviewee sees him/herself in the general environment, as well as in the various components of his or her micro, mezzo and macro systems.
  • Developmental description.2 pages, describe your observations about this person’s biological, psychological, and social development. If there are any, note any discrepancies between your observations and what the interviewee stated.
  • Theoretical analysis.2 pages, discuss the theories/theorists that are relevant in understanding this person’s development, and how these apply to the interviewee. Utilize at least 2 theories/theorists and include at least 3 relevant and recent (from 2013 or later) journal articles to support your analysis. Discuss also if there are any discrepancies between expectations by age vs. actual observations. Use this information to analyze if this person is developing as expected from theory, or if the person’s experiences actually provide information that the theory is not fully relevant to describe the development of this interviewee.
  • Using the video of your interview, complete the computerized reflection by identifying 3 moments from recording (include time-stamps in paper) and draw conclusions based on your assessment of any concerns of your overall performance. 1. Emphasize what you have learned about yourself (including your engagement skills) from meeting with this person. 2. Identify and describe a moment where you felt your interviewing skills were the strongest. 3. Identify and describe a moment where you you felt your interviewing skills could've been better; what could you have done differently? Your reflection can be written in first person. 
  • Please include a list of at least 10-15 questions that you asked the simulated client.
  • It should be formatted in APA style regarding margins, headings, page numbers, font, reference list, appendices, and in-text citations. 

Rubric::

Introduction Clearly describes the person, their setting, system and environment: 

10 pts

This criterion is linked to a Learning OutcomeDevelopmental DescriptionContains accurate information, astute observations and shows that the interview was thorough and that the student carefully considered the developmental content

20 pts

This criterion is linked to a Learning OutcomeTheoretical AnalysisCorrectly utilizes and applies 3 theories, shows understanding of the theory and application, not just restating the theory.

20 pts

This criterion is linked to a Learning OutcomeReflectionShows depth of reflection, accurate and convincing discussion of the assessment.

20 pts

This criterion is linked to a Learning OutcomeAppendicesQuestions are useful, well stated, open ended and reflect content that would elicit information about development appropriate to the population

15 pts

This criterion is linked to a Learning OutcomeReferences & APARelevant journal sources, correctly utilized to support ideas, emphasis on content instead of authors, correctly cited and recent, within the past five years.

Learning OutcomeGrammar/Typos/APA/Use of Headings/Subheadings

Use of headings/subheading consistent with assignment instructions. Free of grammatical errors and typos. Complies with APA guidelines. It should be formatted in APA style regarding margins, headings, page numbers, font, reference list, appendices, and in-text citations.

15 pts

default image
July 1, 2023
    

This paper has some similarities with The Aging Simulation, the critical difference of this assignment now requires that you observe and interview live people. This time you will sharpen your skills of observation and interviewing while relating relevant theories to these observations. You will utilize relevant sources and theoretical material to understand the development your interviewee describes. You will construct a set of 15 open ended questions relevant to your population based on your readings and research which guide you through the interview. 

Please select one population you want to interview; young adult, mid-life, or older adult. You will be required to interview a standardized client in the Simulation Lab for 25-30 minutes. Following the interview, you will be asked to meet with your Standardized Client for feedback. This session is usually about 5 minutes. The reflection and simulated life span interview will be 20% of the grade you earn on your Life Span Interview paper. 

Young Adult

You will interview a young adult 18-30 years of age. You will interview the young adult in a simulated situation letting the client describe the process of emerging from parental oversight into the role of an adult. Use open ended questions such as, “How has your relationship with your parents changed since you have started to become more independent?” or “What factors have influenced your decisions about career, college or work?” or “What are things that have been difficult finding and building close relationships?” You will be able to fashion other questions as well after reading your text and related Canvas materials. 

Adult in Midlife

You will interview a middle-aged adult 40-55 years old. Your simulated interview should explore the changing family life cycle, including aging parents, shifting patterns in a long term partnership/marriage and children leaving home. It can also include open ended questions such as “How have you started planning for retirement?” or “What do you think it means to be in the prime of life?” or “How would you describe your adult sibling relationships?” You will be able to fashion other questions as well after reading your text and related Canvas materials. 

Older Adult

You will interview an older adult. You will interview the individual for 25-30 minutes and let the person tell the story of his or her life to you. You can use open ended questions such as, “Tell me about your childhood?” or “What are some of the things you are most proud of that you have done in your life?” or “What are some experiences that you think really made you who you are?” You will be able to fashion other questions as well after reading your class materials. 

General Paper Outline

  • 1 page, briefly explain how your interviewee sees him/herself in the general environment, as well as in the various components of his or her micro, mezzo and macro systems.
  • Developmental description.2 pages, describe your observations about this person’s biological, psychological, and social development. If there are any, note any discrepancies between your observations and what the interviewee stated.
  • Theoretical analysis.2 pages, discuss the theories/theorists that are relevant in understanding this person’s development, and how these apply to the interviewee. Utilize at least 2 theories/theorists and include at least 3 relevant and recent (from 2013 or later) journal articles to support your analysis. Discuss also if there are any discrepancies between expectations by age vs. actual observations. Use this information to analyze if this person is developing as expected from theory, or if the person’s experiences actually provide information that the theory is not fully relevant to describe the development of this interviewee.
  • Using the video of your interview, complete the computerized reflection by identifying 3 moments from recording (include time-stamps in paper) and draw conclusions based on your assessment of any concerns of your overall performance. 1. Emphasize what you have learned about yourself (including your engagement skills) from meeting with this person. 2. Identify and describe a moment where you felt your interviewing skills were the strongest. 3. Identify and describe a moment where you you felt your interviewing skills could've been better; what could you have done differently? Your reflection can be written in first person. 
  • Please include a list of at least 10-15 questions that you asked the simulated client.
  • It should be formatted in APA style regarding margins, headings, page numbers, font, reference list, appendices, and in-text citations. 

Rubric::

Introduction Clearly describes the person, their setting, system and environment: 

10 pts

This criterion is linked to a Learning OutcomeDevelopmental DescriptionContains accurate information, astute observations and shows that the interview was thorough and that the student carefully considered the developmental content

20 pts

This criterion is linked to a Learning OutcomeTheoretical AnalysisCorrectly utilizes and applies 3 theories, shows understanding of the theory and application, not just restating the theory.

20 pts

This criterion is linked to a Learning OutcomeReflectionShows depth of reflection, accurate and convincing discussion of the assessment.

20 pts

This criterion is linked to a Learning OutcomeAppendicesQuestions are useful, well stated, open ended and reflect content that would elicit information about development appropriate to the population

15 pts

This criterion is linked to a Learning OutcomeReferences & APARelevant journal sources, correctly utilized to support ideas, emphasis on content instead of authors, correctly cited and recent, within the past five years.

Learning OutcomeGrammar/Typos/APA/Use of Headings/Subheadings

Use of headings/subheading consistent with assignment instructions. Free of grammatical errors and typos. Complies with APA guidelines. It should be formatted in APA style regarding margins, headings, page numbers, font, reference list, appendices, and in-text citations.

15 pts

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