Verified Document

Communicating The Results Of A Multiple Regression Term Paper

Communicating the Results of a Multiple Regression Analysis Business Theory: "Communicating the Results of a Multiple Regression Analysis"

This report has the stated objective of examining the communication of the results of a multiple regression analysis and as such, a multiple regression analysis is described both in theory and in form demonstrating the progression of such an analysis. The multiple regression in this study examines bivariate factors in predicting the success of sales people for XYZ corporation.

The presentation of a multiple regression analysis is addressed in the work of Kuiper (2008) that the goals of multiple regression analysis are to: (1) describe or develop a model that describes the relationship between the explanatory variables and the response variable; (2) predict or use a set of sample data to make predictions; and (3) confirm in that theories are reported as often developed about individual variables including confirmation of which variables or which combination of variables should be included in the model. Regression is then used to determine if the contribution of each explanatory variable in a model captures much of the variability in the response variable. (Kuiper, 2008) Standard information to report in a multiple regression table includes those stated as follows:

(1) Dependent variable;

(2) Explanatory variables;

(3) Estimates for constant term and coefficient estimates for explanatory variables;

(4) Standard errors for estimates above;

(5) Indication of which variables are...

(Kuiper, 2008, p.1)
The techniques used are dependent upon the analysis. Many times tables are used. Tables are reported as having a four-fold purpose and specifically tables:

(1) Serve an exploratory function. Data can contain answer to questions that may be explicit in the viewer's mind.

(2) Tables have a communication function: once data are explored data can be displayed to communicate what has been discovered. Tables are reported to provide data in a form that is condensed and easier to understand;

(3) Tables serve a storage function: data are expensive to gather and summarization of the data serves as a precaution against data loss. IN addition, it is reported that tables enable the replication of statistical analyses by others and tables enable data to be transferred in aggregate form.

(4) Tables serve a decorative function: Tables are used to invite the participation of the reader. Due to multiple regression analysis complexity there is not an accepted form for presentation of results. Charts, graphs, and figures are much less common in social science research that is published due to the fact that it is expensive to publish these. However, use of graphs, figures, and charts to present data are all effective methods of data presentation. (Kuiper, 2008, p.1) There are two potential problems to avoid in the use of figures. First the figures should avoid the misrepresentation of data due to ignoring important data features. When data…

Sources used in this document:
Bibliography

Gaasbeck, V. (nd) Presentation of Regression Results. California State University. Retrieved from: http://www.csus.edu/indiv/v/vangaasbeckk/courses/200A/sup/regressionresults.pdf

Kuiper, S. (2008) Introduction to Multiple Regression: How Much Is Your Car Worth? Journal of Statistics Education. Vol. 16. No.3. Retrieved from: http://www.amstat.org/publications/jse/v16n3/datasets.kuiper.html

Multiple Regression (1997) SABLE Virginia Tech. Retrieved from: http://simon.cs.vt.edu/SoSci/converted/MRegression/
Cite this Document:
Copy Bibliography Citation

Related Documents

Promising Phenomenon That Lends Itself
Words: 26560 Length: 96 Document Type: Dissertation

66). Furthermore, social software will only increase in importance in helping organizations maintain and manage their domains of knowledge and information. When networks are enabled and flourish, their value to all users and to the organization increases as well. That increase in value is typically nonlinear, where some additions yield more than proportionate values to the organization (McCluskey and Korobow, 2009). Some of the key characteristics of social software applications

Social Networking Sites: What a
Words: 5010 Length: 18 Document Type: Literature Review

All that is left are the bullying words, without so much of the context that comes with face-to-face communications. Franek's surmised that children who have been cyberbullied are more likely to perform cyberbullying on others. With cyberbullying on the rise, this is of particular concern. "When asked if they had been buillied while online, 10% indicated yes. The 2006 NASSP publication News Leader indicated that 33% of all teens aged

Teleworking Telecommuting's Emergence As a
Words: 8075 Length: 30 Document Type: Term Paper

The Herzberg two-plane model that includes an upper plane of "motivator" factors, which are those factors that lead to high job satisfaction are compared to the "hygiene" factors that are enablers of stability in any work environment. Motivator factors include achievement, recognition; work itself, responsibility, advancement, and growth, while hygiene factors include company policies, relationships with supervisors, work conditions, salary, relationship with peers, personal life, and relationships with subordinates,

Application of a Pedagogic Model to the Teaching of Technology to...
Words: 60754 Length: 230 Document Type: Dissertation

Pedagogic Model for Teaching of Technology to Special Education Students Almost thirty years ago, the American federal government passed an act mandating the availability of a free and appropriate public education for all handicapped children. In 1990, this act was updated and reformed as the Individuals with Disabilities Education Act, which itself was reformed in 1997. At each step, the goal was to make education more equitable and more accessible to

Corporate Universities"-Investigation of Their Development
Words: 16387 Length: 60 Document Type: Term Paper

In summary, we recommend that the IESBA reconsiders the proposals in the Exposure Draft and provides more guidance on safeguards applicable to sole practitioners and small accounting firms to ensure that the benefits of the changes outweigh the costs to SMEs. Under a principle-based approach, there should be safeguards and practical relief for all practitioners rather than rules-based outright prohibitions. The rewrite of this Independence component of the Code

Employed in Order to Increase
Words: 2487 Length: 9 Document Type: Research Proposal

The initial list is to consist of ten e-business firms whose basis of selection is pegged on the uniform probability distribution of all the companies selected for the sample pool. So as to come up with a comparable list of data samples, I am to consider a set of e-businesses that are based in other parts of the world such as Europe. The eligibility of the selected firms is based

Sign Up for Unlimited Study Help

Our semester plans gives you unlimited, unrestricted access to our entire library of resources —writing tools, guides, example essays, tutorials, class notes, and more.

Get Started Now