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# Regression Analysis: AIU job satisfaction data

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*****I need helllllllp.

Attach is the data key, the data tool and the template.
It has to be Original not copied because they change the data numbers each session so whatever is in the library will not work for this assignment.

***** I will need help with the Interpretation of the numbers and the conclusion. How can I do an interpretaion of the numbers if I don't under the number. I am not asking you to do the paper I can word the interpration to fit my text book but i have to have some understanding on the numbers that are being analysis. Therefore i need help with the WHOLE paper not just part of it.

TEST #1: Regression Analysis- Benefits & Intrinsic

Perform the following Regression Analysis, using a .05 significance level

ââ?¬¢Run 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.
ââ?"¦Copy and paste the results of the output to your report in Microsoft Word.
ââ?¬¢Create a graph with the trendline displayed the 3 regression.
ââ?"¦Copy and paste the results of the output to your report in Microsoft Word.

TEST #2: Regression Analysis- Benefits & Extrinsic

Perform the following Regression Analysis, using a .05 significance level

ââ?¬¢Run 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.
ââ?"¦Copy and paste the results of the output to your report in Microsoft Word.
ââ?¬¢Create a graph with the trendline displayed for the regression.
ââ?"¦Copy and paste the results of the output to your report in Microsoft Word.
TEST #3: Regression Analysis- Benefits & Overall Job Satisfaction

Perform the following Regression Analysis, using a .05 significance level

ââ?¬¢Run 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.
ââ?"¦Copy and paste the results of the output to your report in Microsoft Word.
ââ?¬¢Create a graph with the trendline displayed for the regression.
ââ?"¦Copy and paste the results of the output to your report in Microsoft Word.
Overview of the Regressions

Complete the table with the following information:

Dependent Variable Slope Y-intercept

Equation

Intrinsic

Extrinsic

Overall

ââ?¬¢State the slope and the y-intercept for the three regressions.
ââ?¬¢State the least squares regression line equations for the threes regressions.
ââ?¬¢State the R-squared value for each of the regressions.
Analysis of the Regressions

Make 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?

https://brainmass.com/statistics/regression-analysis/regression-analysis-aiu-job-satisfaction-data-425197

#### Solution Summary

The solution provides step by step method for the calculation of regression analysis on AIU job satisfaction date set. Formula for the calculation and Interpretations of the results are also included.

\$2.19

## Regression analyses for AIU Job satisfaction data

See attached data file.

Prepare a report using Excel as your processing tool to process 3 simple regression analyses. Create a graph with the trendline displayed for each of the 3 different regressions.

1. First run 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.

2. Run 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.

3. Run 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.

4. Then answer the following questions:
What are the least squares regression line equations for each of the 3 different regressions?
What are the slopes and the y-intercepts?
What are the R-squared values for the 3 different regressions?

5. Finally, make very specific comments and give reasons regarding any similarities or differences in the output results.

6. Which regression produces the strongest correlation coefficient result? Why?

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
Below i have attached the AIU data set info that this regression analysis should be formatted from.

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