## Regression Analysis

Using AIUs survey responses from the AIU data set, complete the following requirements in the form of a 3-page report: TEST #1: Regression Analysis- Benefits& IntrinsicPerform the following Regression Analysis, using a .05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the INTRINSIC job satisfaction column of all data points in the AIU data set as the dependent variable.Copy and paste the results of the output to your report in Microsoft Word.Create a graph with the trendline displayed theregression.Copy and paste the results of the output to your report in Microsoft Word.TEST #2: Regression Analysis- Benefits& ExtrinsicPerform the following Regression Analysis, using a .05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the EXTRINSIC job satisfaction column of all data points in the AIU data set as the dependent variable.Copy and paste the results of the output to your report in Microsoft Word.Create a graph with the trendline displayed for the regression.Copy and paste the results of the output to your report in Microsoft Word.TEST #3: Regression Analysis- Benefits& Overall Job SatisfactionPerform the following Regression Analysis, using a .05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the OVERALL job satisfaction column of all data points in the AIU data set as the dependent variable.Copy and paste the results of the output to your report in Microsoft Word.Create a graph with the trendline displayed for the regression.Copy and paste the results of the output to your report in Microsoft Word.Overview of the RegressionsComplete the table with the following information: Dependent VariableSlopeY-interceptEquationIntrinsicExtrinsicOverallState the slope and the y-intercept for the three regressions.State the least squares regression line equations for the threes regressions.State the R-squared value for each of the regressions.Analysis of the RegressionsMake very specific comments and give reasons regarding any similarities or differences in the output results.Which regression produces the strongest correlation coefficient result? Why? What does it mean to a manager?The report should be well written and should flow well with no grammatical errors. It should include proper citation in APA formatting in both the in-text and reference pages and include a title page, be double-spaced, and in Times New Roman, 12-point font. APA formatting is necessary to ensure academic honesty.Please submit your assignment as a Word document in APA format using the attachedTemplate.Excel 2007 DataSet with DataSet Key

## Regression Analysis

Using AIU’s survey responses from the AIU data set, complete the following requirements in the form of a 3-page report: TEST #1: Regression Analysis- Benefits& IntrinsicPerform the following Regression Analysis, using a . 05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the INTRINSIC job satisfaction column of all data points in the AIU data set as the dependent variable. Copy and paste the results of the output to your report in Microsoft Word. Create a graph with the trendline displayed theregression. Copy and paste the results of the output to your report in Microsoft Word. TEST #2: Regression Analysis- Benefits& ExtrinsicPerform the following Regression Analysis, using a . 05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the EXTRINSIC job satisfaction column of all data points in the AIU data set as the dependent variable. Copy and paste the results of the output to your report in Microsoft Word. Create a graph with the trendline displayed for the regression. Copy and paste the results of the output to your report in Microsoft Word. TEST #3: Regression Analysis- Benefits& Overall Job SatisfactionPerform the following Regression Analysis, using a . 05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the OVERALL job satisfaction column of all data points in the AIU data set as the dependent variable. Copy and paste the results of the output to your report in Microsoft Word. Create a graph with the trendline displayed for the regression. Copy and paste the results of the output to your report in Microsoft Word. Overview of the RegressionsComplete the table with the following information: Dependent VariableSlopeY-interceptEquationIntrinsicExtrinsicOverallState the slope and the y-intercept for the three regressions. State the least squares regression line equations for the threes regressions. State the R-squared value for each of the regressions. Analysis of the RegressionsMake very specific comments and give reasons regarding any similarities or differences in the output results. Which regression produces the strongest correlation coefficient result? Why? What does it mean to a manager?The report should be well written and should flow well with no grammatical errors. It should include proper citation in APA formatting in both the in-text and reference pages and include a title page, be double-spaced, and in Times New Roman, 12-point font. APA formatting is necessary to ensure academic honesty. Please submit your assignment as a Word document in APA format using the attachedTemplate. Excel 2007 DataSet with DataSet Key

## Regression Analysis

Using AIU’s survey responses from the AIU data set, complete the following requirements in the form of a 3-page report: TEST #1: Regression Analysis- Benefits& IntrinsicPerform the following Regression Analysis, using a . 05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the INTRINSIC job satisfaction column of all data points in the AIU data set as the dependent variable. Copy and paste the results of the output to your report in Microsoft Word. Create a graph with the trendline displayed theregression. Copy and paste the results of the output to your report in Microsoft Word. TEST #2: Regression Analysis- Benefits& ExtrinsicPerform the following Regression Analysis, using a . 05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the EXTRINSIC job satisfaction column of all data points in the AIU data set as the dependent variable. Copy and paste the results of the output to your report in Microsoft Word. Create a graph with the trendline displayed for the regression. Copy and paste the results of the output to your report in Microsoft Word. TEST #3: Regression Analysis- Benefits& Overall Job SatisfactionPerform the following Regression Analysis, using a . 05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the OVERALL job satisfaction column of all data points in the AIU data set as the dependent variable. Copy and paste the results of the output to your report in Microsoft Word. Create a graph with the trendline displayed for the regression. Copy and paste the results of the output to your report in Microsoft Word. Overview of the RegressionsComplete the table with the following information: Dependent VariableSlopeY-interceptEquationIntrinsicExtrinsicOverallState the slope and the y-intercept for the three regressions. State the least squares regression line equations for the threes regressions. State the R-squared value for each of the regressions. Analysis of the RegressionsMake very specific comments and give reasons regarding any similarities or differences in the output results. Which regression produces the strongest correlation coefficient result? Why? What does it mean to a manager?The report should be well written and should flow well with no grammatical errors. It should include proper citation in APA formatting in both the in-text and reference pages and include a title page, be double-spaced, and in Times New Roman, 12-point font. APA formatting is necessary to ensure academic honesty. Please submit your assignment as a Word document in APA format using the attachedTemplate. Excel 2007 DataSet with DataSet Key

## Regression Analysis

Using AIUs survey responses from the AIU data set, complete the following requirements in the form of a 3-page report:TEST #1: Regression Analysis- Benefits& IntrinsicPerform the following Regression Analysis, using a .05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the INTRINSIC job satisfaction column of all data points in the AIU data set as the dependent variable.Copy and paste the results of the output to your report in Microsoft Word.Create a graph with the trendline displayed theregression.Copy and paste the results of the output to your report in Microsoft Word.TEST #2: Regression Analysis- Benefits& ExtrinsicPerform the following Regression Analysis, using a .05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the EXTRINSIC job satisfaction column of all data points in the AIU data set as the dependent variable.Copy and paste the results of the output to your report in Microsoft Word.Create a graph with the trendline displayed for the regression.Copy and paste the results of the output to your report in Microsoft Word.TEST #3: Regression Analysis- Benefits& Overall Job SatisfactionPerform the following Regression Analysis, using a .05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the OVERALL job satisfaction column of all data points in the AIU data set as the dependent variable.Copy and paste the results of the output to your report in Microsoft Word.Create a graph with the trendline displayed for the regression.Copy and paste the results of the output to your report in Microsoft Word.Overview of the RegressionsComplete the table with the following information:Dependent VariableSlopeY-interceptEquationIntrinsicExtrinsicOverallState the slope and the y-intercept for the three regressions.State the least squares regression line equations for the threes regressions.State the R-squared value for each of the regressions.Analysis of the RegressionsMake very specific comments and give reasons regarding any similarities or differences in the output results.Which regression produces the strongest correlation coefficient result? Why? What does it mean to a manager?The report should be well written and should flow well with no grammatical errors. It should include proper citation in APA formatting in both the in-text and reference pages and include a title page, be double-spaced, and in Times New Roman, 12-point font. APA formatting is necessary to ensure academic honesty.Please submit your assignment as a Word document in APA format using the attachedTemplate.Excel 2007 DataSet with DataSet Key

## Regression Analysis

Using AIU’s survey responses from the AIU data set, complete the following requirements in the form of a 3-page report:TEST #1: Regression Analysis- Benefits& IntrinsicPerform the following Regression Analysis, using a .05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the INTRINSIC job satisfaction column of all data points in the AIU data set as the dependent variable.Copy and paste the results of the output to your report in Microsoft Word.Create a graph with the trendline displayed theregression.Copy and paste the results of the output to your report in Microsoft Word.TEST #2: Regression Analysis- Benefits& ExtrinsicPerform the following Regression Analysis, using a .05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the EXTRINSIC job satisfaction column of all data points in the AIU data set as the dependent variable.Copy and paste the results of the output to your report in Microsoft Word.Create a graph with the trendline displayed for the regression.Copy and paste the results of the output to your report in Microsoft Word.TEST #3: Regression Analysis- Benefits& Overall Job SatisfactionPerform the following Regression Analysis, using a .05 significance levelRun a regression analysis using the BENEFITS column of all data points in the AIU data set as the independent variable and the OVERALL job satisfaction column of all data points in the AIU data set as the dependent variable.Copy and paste the results of the output to your report in Microsoft Word.Create a graph with the trendline displayed for the regression.Copy and paste the results of the output to your report in Microsoft Word.Overview of the RegressionsComplete the table with the following information:Dependent VariableSlopeY-interceptEquationIntrinsicExtrinsicOverallState the slope and the y-intercept for the three regressions.State the least squares regression line equations for the threes regressions.State the R-squared value for each of the regressions.Analysis of the RegressionsMake very specific comments and give reasons regarding any similarities or differences in the output results.Which regression produces the strongest correlation coefficient result? Why? What does it mean to a manager?The report should be well written and should flow well with no grammatical errors. It should include proper citation in APA formatting in both the in-text and reference pages and include a title page, be double-spaced, and in Times New Roman, 12-point font. APA formatting is necessary to ensure academic honesty.Please submit your assignment as a Word document in APA format using the attachedTemplate.Excel 2007 DataSet with DataSet Key

## Regression analysis

#### Regression analysis

A human resources (HR) manager wants to know if annual performance review scores can be predicted by the number of vacation days taken during the year and the number of dependents an employee claims. She randomly pulls the vacation, W-2, and performance review records of twenty employees. The data is presented below.Regression analysis

Using the above data, run a correlation matrix and then run a regression analysis in Microsoft Excel that will answer the human resources (HR) manager’s question. Examine the results and consider the implications. Write a 3- to 4-page paper based on the results and implications. Make sure to include your data printout and justify your responses. In your paper, address the following questions:

Identify the R-squared value for this data set, along with the R-value. Explain what each means.

Describe what the F-test and the p value tell us in general and name each for these data sets and analyses.

Explain what can be learned from the multiple regression that may not be known from the correlation matrix.

Justify whether performance review scores can be predicted by the number of days of vacation taken, dependents claimed, or vacation days taken in combination with the number of dependents. Support your position.

Describe any potential ethical or legal concerns related to this research. Provide a rationale backed by authoritative references to support your position.

## Regression analysis

#### Regression analysis

A human resources (HR) manager wants to know if annual performance review scores can be predicted by the number of vacation days taken during the year and the number of dependents an employee claims. She randomly pulls the vacation, W-2, and performance review records of twenty employees. The data is presented below.Regression analysis

Using the above data, run a correlation matrix and then run a regression analysis in Microsoft Excel that will answer the human resources (HR) manager’s question. Examine the results and consider the implications. Write a 3- to 4-page paper based on the results and implications. Make sure to include your data printout and justify your responses. In your paper, address the following questions:

Identify the R-squared value for this data set, along with the R-value. Explain what each means.

Describe what the F-test and the p value tell us in general and name each for these data sets and analyses.

Explain what can be learned from the multiple regression that may not be known from the correlation matrix.

Justify whether performance review scores can be predicted by the number of days of vacation taken, dependents claimed, or vacation days taken in combination with the number of dependents. Support your position.

Describe any potential ethical or legal concerns related to this research. Provide a rationale backed by authoritative references to support your position.