Search
We use cookies to create the best experience for you. Keep on browsing if you are OK with that, or find out how to manage cookies.

# Regression Analysis - Research Paper Example

Summary
Abstract This paper is about analyzing the relationship between the benefits offered to an employee and his/her total, intrinsic and extrinsic job satisfaction. A study like this can help the management in retaining employees and in avoiding legal or ethical issues which could have surfaced if the employee is not satisfied with his job…

## Extract of sample"Regression Analysis"

Download file to see previous pages Introduction In order to check the relationship between benefits and the intrinsic, extrinsic and total job satisfaction, 3 bivariate regressions are run. Using the regression equations the linear relationship between the independent variable (benefit) and the 3 sets of dependent variables (total job satisfaction, intrinsic job satisfaction and extrinsic job satisfaction) is established. Bivariate regression analysis shows how the explanatory power of the independent variable in determining the values of the dependent variable (Malhotra, 543). The results from the regression analysis are explained in details. ...
from Excel Regression Statistics Multiple R 0.172306 R Square 0.029689 Adjusted R Square 0.001151 Standard Error 0.352328 Observations 36 ANOVA   df SS MS F Significance F Regression 1 0.129141 0.129141 1.040326 0.314948704 Residual 34 4.220582 0.124135 Total 35 4.349722         Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% Intercept 5.1302975 0.179009596 28.6593 2.1E-25 4.766506281 5.4940888 4.76650628 5.49408881 X Variable 1 0.0376321 0.036895473 1.01996 0.31495 -0.03734857 0.1126127 -0.0373486 0.11261267 Graph Key components of the regression analysis Dependent Variable Slope Y-intercept Equation Intrinsic 0.169682348 4.427844793 Benefits= 4.427844793 + 0.16982348*(Intrinsic) 0.16493309 Extrinsic -0.16220711 6.157338158 Benefits= 6.157338158 -0.16220711*(Extrinsic) 0.287582114 Overall 0.0376321 5.1302975 Benefits= 5.1302975 + 0.0376321*(Overall) 0.0296894 Similarities and Differences Similarity: the intercepts of all the three regressions are positive and significant at 5% level of significance (as the p-value for all the 3 regressions are less than 0.05) Dissimilarity: The correlation between benefits-total job satisfaction and benefits-intrinsic job satisfaction is positive (as the slope between them is positive) but the correlation between benefits-extrinsic job satisfaction is negative (as the slope between them is negative) The regression results between benefits-intrinsic job satisfaction and benefits-extrinsic job satisfaction is significant at 5% level of confidence (as the p-value for these two is less than 0.05) but the result of benefit-total job satisfaction came to be insignificant at 5% level of confidence. Correlation coefficients The strongest correlation coefficient is between benefits and intrinsic job ...Download file to see next pagesRead More
Cite this document
• APA
• MLA
• CHICAGO
(“Regression Analysis Research Paper Example | Topics and Well Written Essays - 750 words”, n.d.)
(Regression Analysis Research Paper Example | Topics and Well Written Essays - 750 Words)
https://studentshare.org/statistics/1432095-regression-analysis.
“Regression Analysis Research Paper Example | Topics and Well Written Essays - 750 Words”, n.d. https://studentshare.org/statistics/1432095-regression-analysis.
Click to create a comment or rate a document
CHECK THESE SAMPLES - THEY ALSO FIT YOUR TOPIC
Regression Analysis Research Paper
The final outcome can be in form of plot, an equation derived or the net value. The effect so determined is in form of casual relationship between two variables, where the upward shoot or downward shoot in the value directly affects the other variable. Regression analysis finds large number of principles and applications in economics.
4 Pages(1000 words)Research Paper
Response Format/ Linear Regression
The two major response formats that we want to exclusively dissect are the Likert response format and the open-ended questions or interviews (Fisher, Weiss & Dawis 1968). Likert Scale The response format is of much interest because it is what was used to create 25 test items for an assignment a week ago.
4 Pages(1000 words)Research Paper
Research on ''Job stress'' and statistical analysis
The respondents interview were 400 but 381 alone accepted to give valid response. The factors contributing to job stress analyzed in this paperinclude relationshiop with the co-workers, management role, family statue, the ambiquity of the work, the family status and the pressure under whicn a worker is subjected.
6 Pages(1500 words)Research Paper
Regression Analysis on Marathon Finishing Times
The factors include age, number of sleeping hours, the number of time eating out a week, the number of days of training a week and the number of marathons run. Therefore, the main aim of the study was to analyze the collected data and determine the level of influence of these variables on the half marathon finishing time using different model of regression.
8 Pages(2000 words)Research Paper
Any topic that relates to confidence intervals, hypothesis testing, or regression
Roberts-Lombard and E. van Tonder in 2012. This research paper was published in Southern African Business Review. The research paper is therefore considered authentic and reliable to be included in this report. (1) Objectives The underlying objective of the selected research is to predict the impact of customer satisfaction, trust and commitment on customer loyalty.
4 Pages(1000 words)Research Paper
Social Science Observation
To test these hypotheses, the data is first required to be collected. The type of data to collect is quantitative and continuous. Later, this data will be analyzed using regression analysis. The main procedure utilized in this study will be regression analysis.
3 Pages(750 words)Research Paper
Statistics: Regression with MINITAB
The basis of this can be proving by using the regression analysis, this study shows the relationship of the rent of land to the other factors, based on the data provided. The Analysis of relationship between the fertilizer and the variety of corn in farm land will be analyzed by using one way ANOVA test.
11 Pages(2750 words)Research Paper
Regression Paper
The data used is retrieved from the year 2010-2013, for the purpose of a linear regression analysis. These variables include, but are not limited to, population (than to people moving into the
8 Pages(2000 words)Research Paper
Regression Analysis
iew provides information on conflicting information in different studies and may also provide information on the reliability of the information obtained on the basis of the data used and the methodology employed in carrying out the research studies. It may also provide valuable
8 Pages(2000 words)Research Paper
Multiple Linear Regression Analysis
The multiple linear regression analysis methods used in the research paper consists of several combined methods that are brought together for efficient analysis. The first method which is called the “first generation” works through assessment of the new policies.
2 Pages(500 words)Research Paper
Let us find you another Research Paper on topic Regression Analysis for FREE!
+16312120006