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MATH 302 American Public University Multiple Linear Regression Analysis HW
Assignment Guidance:In the Excel document, you will find the 2018 data for 17 cities in the data set Cost of Living. Inclu ...
MATH 302 American Public University Multiple Linear Regression Analysis HW
Assignment Guidance:In the Excel document, you will find the 2018 data for 17 cities in the data set Cost of Living. Included are the 2018 cost of living index, cost of a 3-bedroom apartment (per month), price of monthly transportation pass, price of a mid-range bottle of wine, price of a loaf of bread (1 lb.), the price of a gallon of milk and price for a 12 oz. cup of black coffee. All prices are in U.S. dollars.You use this information to run a Multiple Linear Regression to predict Cost of living, along with calculating various descriptive statistics. This is given in the Excel output (that is, the MLR has already been calculated. Your task is to interpret the data). Based on this information, in which city should you open a second office in? You must justify your answer. If you want to recommend 2 or 3 different cities and rank them based on the data and your findings, this is fine as well. Deliverable Requirements:This should be ¾ to 1 page, no more than 1 single-spaced page in length, using 12-point Times New Roman font. You do not need to do any calculations, but you do need to pick a city to open a second location at and justify your answer based upon the provided results of the Multiple Linear Regression. The format of this assignment will be an Executive Summary. Think of this assignment as the first page of a much longer report, known as an Executive Summary, that essentially summarizes your findings briefly and at a high level. This needs to be written up neatly and professionally. This would be something you would present at a board meeting in a corporate environment. If you are unsure of an Executive Summary, this resource can help with an overview. What is an Executive Summary?Things to Consider:To help you make this decision here are some things to consider:Based on the MLR output, what variable(s) is/are significant? From the significant predictors, review the mean, median, min, max, Q1 and Q3 values? It might be a good idea to compare these values to what the New York value is for that variable. Remember New York is the baseline as that is where headquarters are located.Based on the descriptive statistics, for the significant predictors, what city has the best potential? What city or cities fall are below the median? What city or cities are in the upper 3rd quartile?Grading Breakdown: 1) Executive Summary – up to 10%
a. Please review what an Executive Summary looks like:
▪ What is an Executive Summary?
b. Must have cover page.
2) Grammar – up to 10%
a. Spell and grammar check your work.
b. Make sure you have correct punctuation and complete sentences. 3) State significant predictors – up to 25% a. Must state which predictors are significant at predicting Cost of Living and how
do you know. b. Show the comparison to alpha to state your results and conclusion. c. Do these significant predictors make sense, if you want to relocate? 4) Discuss descriptive statistics for the significant predictors – up to 25% a. From the significant predictors, review the mean, median, min, max, Q1 and Q3
values.
b. What city or cities fall above or below the median and/or the mean? c. What city or cities are in the upper 3rd quartile? Or the bottom quartile? d. How do these predictors compare to the baseline of NYC? What cost more or
less money than NYC? 5) Recommend at least 2 cities to open a second location in – up to 30% a. You must justify your answer for full credit. b. You need to use the Significant Predictors AND Descriptive Statistics in your
justification. c. Justification without the use of Significant Predictors WILL NOT get full credit. d. Justification without the use of Descriptive Statistics WILL NOT get full credit.
You need to use both. e. For example, let’s look back at London. London at 88.33, is 11.67% less
expensive than NYC. But that doesn’t mean London is a good place to open a
second location once you discuss the significant predictors and how it relates
back to each city.
f. Use what you have learned in the course and analyze all the data not just what
you see on the surface.
g. You must use the numbers and the output to justify your answers. Do not use
any outside resources to justify your answer. Only use Significant Predictors
AND Descriptive Statistics.
6 pages
Statistical Research Methods And Design
In statistical research, there are various essential elements such as population, sample, and sampling techniques. A stati ...
Statistical Research Methods And Design
In statistical research, there are various essential elements such as population, sample, and sampling techniques. A statistical population is ...
University of Maryland Eastern Shore Represent a Map by Colored Graph Project
For this option you will be representing a map by a graph and finding the coloring of the graph that uses the fewest numbe ...
University of Maryland Eastern Shore Represent a Map by Colored Graph Project
For this option you will be representing a map by a graph and finding the coloring of the graph that uses the fewest number of colors. Complete the following tasks:Part 1:Find the county map of New Hampshire, and create a graph that represents it. Counties should be represented as the vertices and the edges should be drawn between them when two counties share a border.Determine if your graph is 2-colorable, 3-colorable, or 4-colorable.Discuss how you found your answer to part (b) and what real-world applications there might be for your findings.Part 2:Draw a map of a fictional state consisting of four counties that is 3-colorable.Discuss your method for creating the map in part (a). Be sure to explain how you verified that your map is indeed 3-colorable.Additional Requirements:Paper must be written in third person.Your paper should be 3-4 pages in length (not counting the title page and references page) and cite and integrate at least one credible outside source. Include a title page, introduction, body, conclusion, and a reference page.The introduction should describe or summarize the topic or problem. It might discuss the importance of the topic or how it affects you or society as a whole, or it might discuss or describe the unique terminology associated with the topic.The body of your paper should answer the questions posed in the problem. Explain how you approached and answered the question or solved the problem, and, for each question, show all steps involved. Be sure this is in paragraph format, not numbered answers like a homework assignment.The conclusion should summarize your thoughts about what you have determined from the data and your analysis, often with a broader personal or societal perspective in mind. Nothing new should be introduced in the conclusion that was not previously discussed in the body paragraphs.Include any tables of data or calculations, calculated values, and/or graphs associated with this problem in the body of your assignment.
Walden University Multiple Regression Moderation in SPSS Reflection Discussion
Use proper APA format, citations, and referencing for your analysis, research question, and display of output.Title page ( ...
Walden University Multiple Regression Moderation in SPSS Reflection Discussion
Use proper APA format, citations, and referencing for your analysis, research question, and display of output.Title page (NO RUNNING HEAD, NO ABSTRACT)Text reporting the research question, which data set was used, how the analysis was done, results of any tests of assumptions, the results reported in APA format, brief interpretation of findings. Professor is a stickler for APA format. There are examples of what the results should look like for each assigned analysis in the Warner textbook. This does not have to be longer than 2 pages.Reference pageAppendix which includes SPSS syntax and SPSS outputLatin statistical symbols (e.g., N, M, SD, t, p) should be in italics.There should be a space on each side of equals (and inequality) signs.Never say Sig in the writeup. The correct symbol is p.Multiple Regression Moderation in SPSSTo prepareReview the datasets provided.Construct a research question based on one of those datasets.Use moderation in your multiple regression analysis to answer your research question.By Day 7The AssignmentBased on the research question you created, complete the following tasks:Fit a multiple regression model, testing whether a moderating variable partly or completely moderates the effect of an initial causal variable on an outcome variable. Think about whether or not the model will meet assumptions.Fit the model, testing for moderation between two key variables.Analyze the output, determining whether moderation was significant and how to interpret that result.Reflect on possible implications of social change.Write an analysis in APA format, including title page, references, and an appendix, that includes your data output and addresses each of the tasks listed above. The content should be 2–3 pages, including setup of the assignment, results, and interpretation of results. Your SPSS output should be included as an appendix.Early in your Assignment, when you relate which dataset you analyzed, please include the mean of the following variables. If you are using the Afrobarometer Dataset, report the mean of Q1 (Age). If you are using the General Social Survey Dataset, report the mean of Age. If you are using the HS Long Survey Dataset, report the mean of X1SES. See pages 683 and 684 in your Warner textbook for an excellent APA-compliant write-up of a mediation analysis
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MATH 302 American Public University Multiple Linear Regression Analysis HW
Assignment Guidance:In the Excel document, you will find the 2018 data for 17 cities in the data set Cost of Living. Inclu ...
MATH 302 American Public University Multiple Linear Regression Analysis HW
Assignment Guidance:In the Excel document, you will find the 2018 data for 17 cities in the data set Cost of Living. Included are the 2018 cost of living index, cost of a 3-bedroom apartment (per month), price of monthly transportation pass, price of a mid-range bottle of wine, price of a loaf of bread (1 lb.), the price of a gallon of milk and price for a 12 oz. cup of black coffee. All prices are in U.S. dollars.You use this information to run a Multiple Linear Regression to predict Cost of living, along with calculating various descriptive statistics. This is given in the Excel output (that is, the MLR has already been calculated. Your task is to interpret the data). Based on this information, in which city should you open a second office in? You must justify your answer. If you want to recommend 2 or 3 different cities and rank them based on the data and your findings, this is fine as well. Deliverable Requirements:This should be ¾ to 1 page, no more than 1 single-spaced page in length, using 12-point Times New Roman font. You do not need to do any calculations, but you do need to pick a city to open a second location at and justify your answer based upon the provided results of the Multiple Linear Regression. The format of this assignment will be an Executive Summary. Think of this assignment as the first page of a much longer report, known as an Executive Summary, that essentially summarizes your findings briefly and at a high level. This needs to be written up neatly and professionally. This would be something you would present at a board meeting in a corporate environment. If you are unsure of an Executive Summary, this resource can help with an overview. What is an Executive Summary?Things to Consider:To help you make this decision here are some things to consider:Based on the MLR output, what variable(s) is/are significant? From the significant predictors, review the mean, median, min, max, Q1 and Q3 values? It might be a good idea to compare these values to what the New York value is for that variable. Remember New York is the baseline as that is where headquarters are located.Based on the descriptive statistics, for the significant predictors, what city has the best potential? What city or cities fall are below the median? What city or cities are in the upper 3rd quartile?Grading Breakdown: 1) Executive Summary – up to 10%
a. Please review what an Executive Summary looks like:
▪ What is an Executive Summary?
b. Must have cover page.
2) Grammar – up to 10%
a. Spell and grammar check your work.
b. Make sure you have correct punctuation and complete sentences. 3) State significant predictors – up to 25% a. Must state which predictors are significant at predicting Cost of Living and how
do you know. b. Show the comparison to alpha to state your results and conclusion. c. Do these significant predictors make sense, if you want to relocate? 4) Discuss descriptive statistics for the significant predictors – up to 25% a. From the significant predictors, review the mean, median, min, max, Q1 and Q3
values.
b. What city or cities fall above or below the median and/or the mean? c. What city or cities are in the upper 3rd quartile? Or the bottom quartile? d. How do these predictors compare to the baseline of NYC? What cost more or
less money than NYC? 5) Recommend at least 2 cities to open a second location in – up to 30% a. You must justify your answer for full credit. b. You need to use the Significant Predictors AND Descriptive Statistics in your
justification. c. Justification without the use of Significant Predictors WILL NOT get full credit. d. Justification without the use of Descriptive Statistics WILL NOT get full credit.
You need to use both. e. For example, let’s look back at London. London at 88.33, is 11.67% less
expensive than NYC. But that doesn’t mean London is a good place to open a
second location once you discuss the significant predictors and how it relates
back to each city.
f. Use what you have learned in the course and analyze all the data not just what
you see on the surface.
g. You must use the numbers and the output to justify your answers. Do not use
any outside resources to justify your answer. Only use Significant Predictors
AND Descriptive Statistics.
6 pages
Statistical Research Methods And Design
In statistical research, there are various essential elements such as population, sample, and sampling techniques. A stati ...
Statistical Research Methods And Design
In statistical research, there are various essential elements such as population, sample, and sampling techniques. A statistical population is ...
University of Maryland Eastern Shore Represent a Map by Colored Graph Project
For this option you will be representing a map by a graph and finding the coloring of the graph that uses the fewest numbe ...
University of Maryland Eastern Shore Represent a Map by Colored Graph Project
For this option you will be representing a map by a graph and finding the coloring of the graph that uses the fewest number of colors. Complete the following tasks:Part 1:Find the county map of New Hampshire, and create a graph that represents it. Counties should be represented as the vertices and the edges should be drawn between them when two counties share a border.Determine if your graph is 2-colorable, 3-colorable, or 4-colorable.Discuss how you found your answer to part (b) and what real-world applications there might be for your findings.Part 2:Draw a map of a fictional state consisting of four counties that is 3-colorable.Discuss your method for creating the map in part (a). Be sure to explain how you verified that your map is indeed 3-colorable.Additional Requirements:Paper must be written in third person.Your paper should be 3-4 pages in length (not counting the title page and references page) and cite and integrate at least one credible outside source. Include a title page, introduction, body, conclusion, and a reference page.The introduction should describe or summarize the topic or problem. It might discuss the importance of the topic or how it affects you or society as a whole, or it might discuss or describe the unique terminology associated with the topic.The body of your paper should answer the questions posed in the problem. Explain how you approached and answered the question or solved the problem, and, for each question, show all steps involved. Be sure this is in paragraph format, not numbered answers like a homework assignment.The conclusion should summarize your thoughts about what you have determined from the data and your analysis, often with a broader personal or societal perspective in mind. Nothing new should be introduced in the conclusion that was not previously discussed in the body paragraphs.Include any tables of data or calculations, calculated values, and/or graphs associated with this problem in the body of your assignment.
Walden University Multiple Regression Moderation in SPSS Reflection Discussion
Use proper APA format, citations, and referencing for your analysis, research question, and display of output.Title page ( ...
Walden University Multiple Regression Moderation in SPSS Reflection Discussion
Use proper APA format, citations, and referencing for your analysis, research question, and display of output.Title page (NO RUNNING HEAD, NO ABSTRACT)Text reporting the research question, which data set was used, how the analysis was done, results of any tests of assumptions, the results reported in APA format, brief interpretation of findings. Professor is a stickler for APA format. There are examples of what the results should look like for each assigned analysis in the Warner textbook. This does not have to be longer than 2 pages.Reference pageAppendix which includes SPSS syntax and SPSS outputLatin statistical symbols (e.g., N, M, SD, t, p) should be in italics.There should be a space on each side of equals (and inequality) signs.Never say Sig in the writeup. The correct symbol is p.Multiple Regression Moderation in SPSSTo prepareReview the datasets provided.Construct a research question based on one of those datasets.Use moderation in your multiple regression analysis to answer your research question.By Day 7The AssignmentBased on the research question you created, complete the following tasks:Fit a multiple regression model, testing whether a moderating variable partly or completely moderates the effect of an initial causal variable on an outcome variable. Think about whether or not the model will meet assumptions.Fit the model, testing for moderation between two key variables.Analyze the output, determining whether moderation was significant and how to interpret that result.Reflect on possible implications of social change.Write an analysis in APA format, including title page, references, and an appendix, that includes your data output and addresses each of the tasks listed above. The content should be 2–3 pages, including setup of the assignment, results, and interpretation of results. Your SPSS output should be included as an appendix.Early in your Assignment, when you relate which dataset you analyzed, please include the mean of the following variables. If you are using the Afrobarometer Dataset, report the mean of Q1 (Age). If you are using the General Social Survey Dataset, report the mean of Age. If you are using the HS Long Survey Dataset, report the mean of X1SES. See pages 683 and 684 in your Warner textbook for an excellent APA-compliant write-up of a mediation analysis
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