01 Oct Regression Analysis
Business Analytics and Decision Making
CORRELATION REGRESSION ANALYSIS
Assignment Overview
Regression Analysis
This is your final data analysis project in class. You have become very familiar with the data and have a number of findings that may assist in managerial decision-making. The goal is to find what type of relationship exists between variables.
Case 3 Resources
Application of Regression Analysis in Business
Regression Basics for Business Analysis
Response variables
Predictor variables
How to Perform Regression Analysis using Excel
Case Assignment
Regression Analysis
Based on what you have learned from the data, generate a simple regression using variables of your choosing at 95% confidence interval. Explain why the two variables were chosen and why one is the dependent variable, and the other is the independent variable. Include the regression output in your paper.
Interpret the following:
R Square
Adjusted R Square
Standard Error
ANOVA Table
Coefficients Table
Case 3 Assignment Guidance Files
BUS520 Case 3 Assignment Video Guidance BUS520 Case 3 Assignment Guide
Discuss implications for management. Include workplace applications that may be implemented based on the findings. (Research Required)
Generate a multiple regression using variables of your choosing at 95% confidence interval. Explain why the variables were chosen and why one is the independent variable, and the others are independent variables. Include the regression output in your paper.
Interpret the following:
R Square
Adjusted R Square
Standard Error
ANOVA Table
Coefficients Table
Discuss implications for management Include workplace applications that may be implemented based on the findings. (Research Required)
No quotations are permitted in this paper. Since you are engaging in research, be sure to cite and reference the sources in APA format. NOTE: failure to use research with accompanying citations to support content will result in reduced scoring “Level 2-Developing” across the grading rubric. This is a professional paper; not a personal one based on feelings. It must be written in the third person; this means words like “I”, “we”, and “you” are not appropriate.
BUS520 Business Analytics and Decision Making
Module 3 SLP
CORRELATION REGRESSION ANALYSIS
Assignment Overview
Correlation and Scatterplots
Let us delve into Organizational Commitment. In your earlier research, you discovered how important this is to a company. Now, we will investigate what types of correlations exist between Organizational Commitment and the three measures of job satisfaction.
Session Long Project 3 Resources
What is a scatterplot?
Thoughts on trendlines
Present your data in a scatter chart or a line chart
Using Excel to Calculate Correlation
What Do Correlation Coefficients Positive, Negative, and Zero Mean?
SLP Assignment
Organizational Commitment
Run a correlation in Excel between Organizational Commitment and Overall Job Satisfaction. Create a Scatterplot with trendline for the variables. Interpret the output. How is the data correlated? Is it a strong relationship? (Include Correlation and Scatterplot in Word document)
Run a correlation in Excel between Organizational Commitment and Intrinsic Job Satisfaction. Create a Scatterplot with trendline for the variables. Interpret the output. How is the data correlated? Is it a strong relationship? (Include Correlation and Scatterplot in Word document)
Run a correlation in Excel between Organizational Commitment and Extrinsic Job Satisfaction. Create a Scatterplot with trendline for the variables. Interpret the output. How is the data correlated? Is it a strong relationship? (Include Correlation and Scatterplot in Word document)
SLP 3 Assignment Guidance Files
BUS520 SLP 3 Assignment Video Guidance BUS520 SLP 3 Assignment Guide
Discuss implications for management. Research correlations between organizational commitment and job satisfaction connections between the variables you tested. Include workplace applications that may be implemented based on the findings. (Research Required) 1 page
No quotations are permitted in this paper. Since you are engaging in research, be sure to cite and reference the sources in APA format. NOTE: failure to use research with accompanying citations to support content will result in reduced scoring “Level 2-Developing” across the grading rubric. This is a professional paper; not a personal one based on feelings. It must be written in the third person; this means words like “I”, “we”, and “you” are not appropriate.
