Explore BrainMass
Share

Explore BrainMass

    Regression Processing Tool

    This content was COPIED from BrainMass.com - View the original, and get the already-completed solution here!

    Using Excel as your processing tool, work through three simple regression analyses.

    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. Create a graph with the trendline displayed. What is the least squares regression line equation? What are the slope and the y-intercept? What is the R-squared value?
    2. Next, 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. Create a graph with the trendline displayed. What is the least squares regression line equation? What are the slope and the y-intercept? What is the R-squared value?
    3. Next, 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. Create a graph with the trendline displayed. What is the least squares regression line equation? What are the slope and the y-intercept? What is the R-squared value?
    4. Finally, 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?

    Be sure to provide references in APA format for any resources you may use.

    © BrainMass Inc. brainmass.com April 3, 2020, 7:13 pm ad1c9bdddf
    https://brainmass.com/statistics/regression-analysis/regression-251986

    Attachments

    Solution Summary

    The solution examines regression as a processing tool. The BENEFIT column is examined.

    $2.19

    ADVERTISEMENT