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Afrobarometer dataset
For this Assignment, you will consider three different scenarios. Each of these scenarios include a research question. You ...
Afrobarometer dataset
For this Assignment, you will consider three different scenarios. Each of these scenarios include a research question. You will examine each scenario, choose a categorical data analysis and run a sample test.To prepare for this Assignment:
Review Chapters 10 and 11 of the Frankfort-Nachmias & Leon-Guerrero course text and the media program found in this week’s Learning Resources related to bivariate categorical tests.
Using the SPSS software, open the Afrobarometer dataset found in this week’s Learning Resources.
Next, review the Chi Square Scenarios found in this week’s Learning Resources and consider each research scenario for this Assignment.
Based on the dataset you chose and for each research scenario provided, using the SPSS software, choose a categorical data analysis and run a sample test.
Once you perform your categorical data analysis, review Chapter 11 of the Wagner text to understand how to copy and paste your output into your Word document.Frankfort-Nachmias, C., & Leon-Guerrero, A. (2018). Social statistics for a diverse society (8th ed.). Thousand Oaks, CA: Sage Publications.
Chapter 9, “Bivariate Tables” (pp. 235-268)
Chapter 11, “The Chi-Square Test and Measures of Association” (pp. 269-302)
For this Assignment:Write a 1- to 2-paragraph analysis of your categorical data results for each research scenario. In your analysis, display the data for the output. Based on your results, provide an explanation of what the implications of social change might be.Use proper APA format, citations, and referencing for your analysis, research question, and display of output.Scenarios 1. Results of your literature review conclude that trust in the police is an integral part of any democracy. You wish to test whether a relationship between trust in the police and presence of democracy (measured with dichotomous variable) exists in Africa. Using Afrobarometer 2015, please provide: a 1–2 APA style paragraph statement that furnishes an answer to this question, note the relevant statistics, comment on meaningfulness, and include your relevant SPSS output. 2. Following up on your previous analysis, you now wish to determine whether a relationship exists between citizen trust in police and whether respondents reside in rural, urban or semi-urban settings? Using Afrobarometer 2015, please provide: a 1–2 APA style paragraph statement that furnishes an answer to this question, note the relevant statistics, comment on meaningfulness, and include your relevant SPSS output. In addition, please comment on what could be influencing the results you obtained. 3. Is there a relationship between perceptions of current economic conditions and extent of a democracy? Using Afrobarometer 2015, please provide: a 1–2 APA style paragraph statement that furnishes an answer to this question, note the relevant statistics, comment on meaningfulness, and include your relevant SPSS output. In addition, please comment on what could be influencing the results you obtained.
PSY 7864 Capella University Data Analysis & Application Template Research Paper
Instructions Complete the following for this assignment: You will complete this assignment using the Data Analysis and App ...
PSY 7864 Capella University Data Analysis & Application Template Research Paper
Instructions Complete the following for this assignment: You will complete this assignment using the Data Analysis and Application template (DAA Template [DOC]).Refer to IBM SPSS Step-by-Step Guide: One-Way ANOVA [DOC] for additional information on using SPSS for this assignment.If necessary, review the Copy/Export Output Instructions [HTML]
to refresh your memory on how to perform these tasks. Your submission
should be in narrative format with supporting statistical output (table
and graphs) integrated into the narrative in the appropriate places (not
all at the end of the document).As you work on this assignment, you may find the Data Set Instructions [DOC] helpful. You will analyze the correlations among the following variables in the grades.sav data set: section.quiz3. Step 1: Write Section 1 of the DAA: The Data Analysis Plan. Briefly describe the goal of your analysis.State your research question, null, and alternate hypothesis.Specify the variables used in this analysis (predictor, outcome) and the scale of measurement of each variable.State the sample size (N) and the alpha level you will use (.05 unless otherwise specified).Explain why the analysis is a good choice based on the nature of your variables. Step 2: Write Section 2 of the DAA: Testing Assumptions. Articulate and test the assumptions of ANOVA.Paste the SPSS histogram output for quiz3 and discuss your visual interpretations.Paste SPSS descriptives output showing skewness and kurtosis values for quiz3 and interpret them.Paste the SPSS descriptives output showing skewness and kurtosis values for quiz3 and interpret them.Paste the SPSS output for the Shapiro-Wilk test of quiz3 and interpret it.Report the results of the Levene test and interpret it.Explain whether the assumptions of ANOVA are met. If assumptions
are not met, discuss how to ameliorate violations of the assumptions. Step 3: Write Section 3 of the DAA: Results and Interpretation. Paste the SPSS output of the means plot and provide an interpretation.Also report the means and standard deviations of quiz3 for each level of the section variable.Paste the SPSS ANOVA output and report the results of the F test. Include the following
Degrees of freedom.F value.p value.Calculated effect size.Interpretation of the effect size.Finally, if the omnibus F is significant, provide the SPSS post-hoc (Tukey HSD) output.Interpret the post-hoc tests. Interpret statistical results against the null hypothesis and state whether it is accepted or rejected. Step 4: Write Section 4 of the DAA: Statistical Conclusions. Provide a brief summary of your analysis and the conclusions drawn.Analyze the limitations of the statistical test.Provide any possible alternate explanations for the findings and potential areas for future exploration. Step 5: Write Section 5 of the DAA: Application. Analyze how you might use this statistical approach in your field and what the potential implications would be. Submit your DAA template as an attached Word document in the assignment area.Readings Read about how to apply your knowledge of ANOVA and run some analyses in SPSS. George, D., & Mallery, P. (2019). IBM SPSS statistics 25 step by step: A simple guide and reference (15th ed.). New York, NY: Routledge.
Chapter 12, pages 159–168, describes how to run an ANOVA in SPSS. Field, A. (2018). Discovering statistics using IBM SPSS: North American edition (5th ed.). Thousand Oaks, CA: Sage.
Review Chapter 12’s information on post hoc procedures and output from one-way ANOVAs to help you with your assignment. The 7864 Course Study Guide [PDF] highlights
content to focus on as you read and absorb the materials. You may also
find some additional articles with direct relevance to your field here.
8 pages
Mba In Asia Pacific
The aim of the paper is to analyse the leading business schools in the Asia-Pacific statistically based on certain charact ...
Mba In Asia Pacific
The aim of the paper is to analyse the leading business schools in the Asia-Pacific statistically based on certain characteristic features. These ...
SU Multiple and Linear Regression for Amazon Net Income Analysis
First part: Linear Regression Analysis
Terry Downes owns a commercial cleaning company. He has conducted a survey of custo ...
SU Multiple and Linear Regression for Amazon Net Income Analysis
First part: Linear Regression Analysis
Terry Downes owns a commercial cleaning company. He has conducted a survey of customers to determine how satisfied they are with the work performed. He devised a 100-point rating scale—with 0 being poor and 100 being excellent service, selected a random sample of 14 customers, and asked them to rate the service. He also recorded the number of worker hours spent in the customer's facility. These are in the file named Downes.
Use Excel to complete the following:
Develop a scatter plot showing the variables, rate of service and worker hours, with the y variable on the vertical axis and the x variable on the horizontal axis, and indicating the type of relationship.
Develop a linear regression model to explain the variation in the service rating.
Use Word to complete the following:
Describe the model, showing the results of the pertinent hypothesis tests, using a significance level of 0.10.
Submit your work in a Word document and attach your Excel file.
second part: Multiple Regression Analysis
Amazon.com has become one of the most successful online merchants. Two measures of its success are sales and net income/loss figures. The data can be found in the file, Amazon.
Use Excel to complete the following:
Construct a scatter plot for Amazon's net income/loss and sales figures for the period 1995–2015.
Determine a polynomial model, including its order (or degree), for Amazon's net income/loss and sales figures.
Use Word to complete the following:
Explain your process of determining the polynomial model
STAT2002 Walden University Applying Probability Theory Cases Discussion
What are some ways that you can think of to apply probability theory in business or even in one’s personal life? For exa ...
STAT2002 Walden University Applying Probability Theory Cases Discussion
What are some ways that you can think of to apply probability theory in business or even in one’s personal life? For example, if you were playing a game of poker with your friends, it would be helpful to know how the probability for winning a hand with a pair of aces in your hand is different than if you were holding a two of clubs and nine of hearts. When investing your money, you might need to choose between an investment that has a 95% chance to earn 3% or one that has a 65% chance to earn 30%. Business owners and managers make numerous decisions throughout the life of the business that are based on the probability of an event happening, consumer tastes changing or remaining the same, a production goal being met on time, and so on.In this Assignment, you will respond to a set of questions that focus on probability theory, including how the concept informs decision making and can be used by organizations.To prepare for this Assignment: Review this week’s Learning Resources.Refer to the Academic Writing Expectations for 2000/3000-Level Courses as you compose your Assignment.By Day 7Submit your responses to the following prompts.A midsized company recently divided all employees into four divisions. Division 1 makes up 43% of the company, Division 2 makes up 40%, Division 3 makes up 12%, and Division 4 makes up 5%. Choose one employee at random. Find the probability for each of the following statements. (75 words, or 1 paragraph)The employee belongs to Division 1.The employee belongs to either Division 2 or Division 3.The employee does not belong to Division 1 or Division 2.Jasmine Robbins wants to open an independent coffee shop in a town that already has 9 coffee shops: 3 Mocha Moose, 2 Elkhorn Coffee, and 4 Morning JoJo. She is trying to determine the probability of choices that potential customers may make. Here is one of her questions: If a person selects one shop at random to purchase coffee, find the probability that it is either a Mocha Moose or a Morning JoJo. Explain your answer. (75 words, or 1 paragraph)The following chart shows the number of customer complaints from three regions of an organization for two separate years. 20182017Northeast region6,4933,401Southeast region7322,513Central region3,7061,082Find the probability for each question. (75 words, or 1 paragraph)What is the probability that a complaint was from the Southeast region, given it was in 2017?What is the probability that a complaint was from the Central region, given it was in 2018?What is the probability that a given complaint did not occur in 2018 and was not from the Southeast region?What is the probability that two complaints chosen at random were both from the Northeast region? A management consulting team needs a team of four to analyze the operations of a new client. The team should comprise an accountant, a production specialist, a finance specialist, and a management specialist. On its staff, the consulting firm has available six accountants, five production specialists, three finance specialists, and eight management specialists. How many different teams could be formed from the available individuals? (75 words, or 1 paragraph)In a batch of 20 television picture tubes, 5 are known to be defective. What is the probability that a random sample of 5 (without replacement) will result in each of the following? (75 words, or 1 paragraph)Exactly 1 defectiveNo defectivesTwo or fewer defectivesThe board of directors for a particular company consists of 10 members, 6 of whom are loyal to the current company president and 4 of whom want to fire the president. Suppose the chair of the board (who is a loyal supporter of the current president) suggests to randomly select 4 other board members to serve on a committee to decide the president’s fate. Find the probability for the first 3 questions and explain your answer for the fourth question. (75–150 words, or 1–2 paragraphs)What is the probability that all 5 committee members will vote to keep the president in place, if no one changes their minds? What is the probability that a majority of the committee will vote to keep the president in place, if no one changes their minds? What is the probability that the vote is 4 to 1 to replace the president, if no one changes their minds? Imagine that you were the president of the company and you hoped to keep your position. Considering the various probabilities, would you consider the chair of the board’s suggestion to be in your favor or not? If the choice was yours, would you allow the suggestion to proceed? Dave has just left an interview with a prospective employer. The hiring manager told Dave that she will tolerate one mistake during his first year but will fire him if he makes two mistakes. Based on Dave’s research and understanding of the job, he estimates that he will have to make five critical decisions during the year, and with his knowledge of the processes, figures that he will have about an 80% chance of making any of those five decisions correctly. Dave does not want to run any more than a 25% chance of being fired. If each of the decisions is independent of the others, should Dave risk taking the job if offered? Explain why or why not. (75 words, or 1 paragraph)
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Afrobarometer dataset
For this Assignment, you will consider three different scenarios. Each of these scenarios include a research question. You ...
Afrobarometer dataset
For this Assignment, you will consider three different scenarios. Each of these scenarios include a research question. You will examine each scenario, choose a categorical data analysis and run a sample test.To prepare for this Assignment:
Review Chapters 10 and 11 of the Frankfort-Nachmias & Leon-Guerrero course text and the media program found in this week’s Learning Resources related to bivariate categorical tests.
Using the SPSS software, open the Afrobarometer dataset found in this week’s Learning Resources.
Next, review the Chi Square Scenarios found in this week’s Learning Resources and consider each research scenario for this Assignment.
Based on the dataset you chose and for each research scenario provided, using the SPSS software, choose a categorical data analysis and run a sample test.
Once you perform your categorical data analysis, review Chapter 11 of the Wagner text to understand how to copy and paste your output into your Word document.Frankfort-Nachmias, C., & Leon-Guerrero, A. (2018). Social statistics for a diverse society (8th ed.). Thousand Oaks, CA: Sage Publications.
Chapter 9, “Bivariate Tables” (pp. 235-268)
Chapter 11, “The Chi-Square Test and Measures of Association” (pp. 269-302)
For this Assignment:Write a 1- to 2-paragraph analysis of your categorical data results for each research scenario. In your analysis, display the data for the output. Based on your results, provide an explanation of what the implications of social change might be.Use proper APA format, citations, and referencing for your analysis, research question, and display of output.Scenarios 1. Results of your literature review conclude that trust in the police is an integral part of any democracy. You wish to test whether a relationship between trust in the police and presence of democracy (measured with dichotomous variable) exists in Africa. Using Afrobarometer 2015, please provide: a 1–2 APA style paragraph statement that furnishes an answer to this question, note the relevant statistics, comment on meaningfulness, and include your relevant SPSS output. 2. Following up on your previous analysis, you now wish to determine whether a relationship exists between citizen trust in police and whether respondents reside in rural, urban or semi-urban settings? Using Afrobarometer 2015, please provide: a 1–2 APA style paragraph statement that furnishes an answer to this question, note the relevant statistics, comment on meaningfulness, and include your relevant SPSS output. In addition, please comment on what could be influencing the results you obtained. 3. Is there a relationship between perceptions of current economic conditions and extent of a democracy? Using Afrobarometer 2015, please provide: a 1–2 APA style paragraph statement that furnishes an answer to this question, note the relevant statistics, comment on meaningfulness, and include your relevant SPSS output. In addition, please comment on what could be influencing the results you obtained.
PSY 7864 Capella University Data Analysis & Application Template Research Paper
Instructions Complete the following for this assignment: You will complete this assignment using the Data Analysis and App ...
PSY 7864 Capella University Data Analysis & Application Template Research Paper
Instructions Complete the following for this assignment: You will complete this assignment using the Data Analysis and Application template (DAA Template [DOC]).Refer to IBM SPSS Step-by-Step Guide: One-Way ANOVA [DOC] for additional information on using SPSS for this assignment.If necessary, review the Copy/Export Output Instructions [HTML]
to refresh your memory on how to perform these tasks. Your submission
should be in narrative format with supporting statistical output (table
and graphs) integrated into the narrative in the appropriate places (not
all at the end of the document).As you work on this assignment, you may find the Data Set Instructions [DOC] helpful. You will analyze the correlations among the following variables in the grades.sav data set: section.quiz3. Step 1: Write Section 1 of the DAA: The Data Analysis Plan. Briefly describe the goal of your analysis.State your research question, null, and alternate hypothesis.Specify the variables used in this analysis (predictor, outcome) and the scale of measurement of each variable.State the sample size (N) and the alpha level you will use (.05 unless otherwise specified).Explain why the analysis is a good choice based on the nature of your variables. Step 2: Write Section 2 of the DAA: Testing Assumptions. Articulate and test the assumptions of ANOVA.Paste the SPSS histogram output for quiz3 and discuss your visual interpretations.Paste SPSS descriptives output showing skewness and kurtosis values for quiz3 and interpret them.Paste the SPSS descriptives output showing skewness and kurtosis values for quiz3 and interpret them.Paste the SPSS output for the Shapiro-Wilk test of quiz3 and interpret it.Report the results of the Levene test and interpret it.Explain whether the assumptions of ANOVA are met. If assumptions
are not met, discuss how to ameliorate violations of the assumptions. Step 3: Write Section 3 of the DAA: Results and Interpretation. Paste the SPSS output of the means plot and provide an interpretation.Also report the means and standard deviations of quiz3 for each level of the section variable.Paste the SPSS ANOVA output and report the results of the F test. Include the following
Degrees of freedom.F value.p value.Calculated effect size.Interpretation of the effect size.Finally, if the omnibus F is significant, provide the SPSS post-hoc (Tukey HSD) output.Interpret the post-hoc tests. Interpret statistical results against the null hypothesis and state whether it is accepted or rejected. Step 4: Write Section 4 of the DAA: Statistical Conclusions. Provide a brief summary of your analysis and the conclusions drawn.Analyze the limitations of the statistical test.Provide any possible alternate explanations for the findings and potential areas for future exploration. Step 5: Write Section 5 of the DAA: Application. Analyze how you might use this statistical approach in your field and what the potential implications would be. Submit your DAA template as an attached Word document in the assignment area.Readings Read about how to apply your knowledge of ANOVA and run some analyses in SPSS. George, D., & Mallery, P. (2019). IBM SPSS statistics 25 step by step: A simple guide and reference (15th ed.). New York, NY: Routledge.
Chapter 12, pages 159–168, describes how to run an ANOVA in SPSS. Field, A. (2018). Discovering statistics using IBM SPSS: North American edition (5th ed.). Thousand Oaks, CA: Sage.
Review Chapter 12’s information on post hoc procedures and output from one-way ANOVAs to help you with your assignment. The 7864 Course Study Guide [PDF] highlights
content to focus on as you read and absorb the materials. You may also
find some additional articles with direct relevance to your field here.
8 pages
Mba In Asia Pacific
The aim of the paper is to analyse the leading business schools in the Asia-Pacific statistically based on certain charact ...
Mba In Asia Pacific
The aim of the paper is to analyse the leading business schools in the Asia-Pacific statistically based on certain characteristic features. These ...
SU Multiple and Linear Regression for Amazon Net Income Analysis
First part: Linear Regression Analysis
Terry Downes owns a commercial cleaning company. He has conducted a survey of custo ...
SU Multiple and Linear Regression for Amazon Net Income Analysis
First part: Linear Regression Analysis
Terry Downes owns a commercial cleaning company. He has conducted a survey of customers to determine how satisfied they are with the work performed. He devised a 100-point rating scale—with 0 being poor and 100 being excellent service, selected a random sample of 14 customers, and asked them to rate the service. He also recorded the number of worker hours spent in the customer's facility. These are in the file named Downes.
Use Excel to complete the following:
Develop a scatter plot showing the variables, rate of service and worker hours, with the y variable on the vertical axis and the x variable on the horizontal axis, and indicating the type of relationship.
Develop a linear regression model to explain the variation in the service rating.
Use Word to complete the following:
Describe the model, showing the results of the pertinent hypothesis tests, using a significance level of 0.10.
Submit your work in a Word document and attach your Excel file.
second part: Multiple Regression Analysis
Amazon.com has become one of the most successful online merchants. Two measures of its success are sales and net income/loss figures. The data can be found in the file, Amazon.
Use Excel to complete the following:
Construct a scatter plot for Amazon's net income/loss and sales figures for the period 1995–2015.
Determine a polynomial model, including its order (or degree), for Amazon's net income/loss and sales figures.
Use Word to complete the following:
Explain your process of determining the polynomial model
STAT2002 Walden University Applying Probability Theory Cases Discussion
What are some ways that you can think of to apply probability theory in business or even in one’s personal life? For exa ...
STAT2002 Walden University Applying Probability Theory Cases Discussion
What are some ways that you can think of to apply probability theory in business or even in one’s personal life? For example, if you were playing a game of poker with your friends, it would be helpful to know how the probability for winning a hand with a pair of aces in your hand is different than if you were holding a two of clubs and nine of hearts. When investing your money, you might need to choose between an investment that has a 95% chance to earn 3% or one that has a 65% chance to earn 30%. Business owners and managers make numerous decisions throughout the life of the business that are based on the probability of an event happening, consumer tastes changing or remaining the same, a production goal being met on time, and so on.In this Assignment, you will respond to a set of questions that focus on probability theory, including how the concept informs decision making and can be used by organizations.To prepare for this Assignment: Review this week’s Learning Resources.Refer to the Academic Writing Expectations for 2000/3000-Level Courses as you compose your Assignment.By Day 7Submit your responses to the following prompts.A midsized company recently divided all employees into four divisions. Division 1 makes up 43% of the company, Division 2 makes up 40%, Division 3 makes up 12%, and Division 4 makes up 5%. Choose one employee at random. Find the probability for each of the following statements. (75 words, or 1 paragraph)The employee belongs to Division 1.The employee belongs to either Division 2 or Division 3.The employee does not belong to Division 1 or Division 2.Jasmine Robbins wants to open an independent coffee shop in a town that already has 9 coffee shops: 3 Mocha Moose, 2 Elkhorn Coffee, and 4 Morning JoJo. She is trying to determine the probability of choices that potential customers may make. Here is one of her questions: If a person selects one shop at random to purchase coffee, find the probability that it is either a Mocha Moose or a Morning JoJo. Explain your answer. (75 words, or 1 paragraph)The following chart shows the number of customer complaints from three regions of an organization for two separate years. 20182017Northeast region6,4933,401Southeast region7322,513Central region3,7061,082Find the probability for each question. (75 words, or 1 paragraph)What is the probability that a complaint was from the Southeast region, given it was in 2017?What is the probability that a complaint was from the Central region, given it was in 2018?What is the probability that a given complaint did not occur in 2018 and was not from the Southeast region?What is the probability that two complaints chosen at random were both from the Northeast region? A management consulting team needs a team of four to analyze the operations of a new client. The team should comprise an accountant, a production specialist, a finance specialist, and a management specialist. On its staff, the consulting firm has available six accountants, five production specialists, three finance specialists, and eight management specialists. How many different teams could be formed from the available individuals? (75 words, or 1 paragraph)In a batch of 20 television picture tubes, 5 are known to be defective. What is the probability that a random sample of 5 (without replacement) will result in each of the following? (75 words, or 1 paragraph)Exactly 1 defectiveNo defectivesTwo or fewer defectivesThe board of directors for a particular company consists of 10 members, 6 of whom are loyal to the current company president and 4 of whom want to fire the president. Suppose the chair of the board (who is a loyal supporter of the current president) suggests to randomly select 4 other board members to serve on a committee to decide the president’s fate. Find the probability for the first 3 questions and explain your answer for the fourth question. (75–150 words, or 1–2 paragraphs)What is the probability that all 5 committee members will vote to keep the president in place, if no one changes their minds? What is the probability that a majority of the committee will vote to keep the president in place, if no one changes their minds? What is the probability that the vote is 4 to 1 to replace the president, if no one changes their minds? Imagine that you were the president of the company and you hoped to keep your position. Considering the various probabilities, would you consider the chair of the board’s suggestion to be in your favor or not? If the choice was yours, would you allow the suggestion to proceed? Dave has just left an interview with a prospective employer. The hiring manager told Dave that she will tolerate one mistake during his first year but will fire him if he makes two mistakes. Based on Dave’s research and understanding of the job, he estimates that he will have to make five critical decisions during the year, and with his knowledge of the processes, figures that he will have about an 80% chance of making any of those five decisions correctly. Dave does not want to run any more than a 25% chance of being fired. If each of the decisions is independent of the others, should Dave risk taking the job if offered? Explain why or why not. (75 words, or 1 paragraph)
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