Describes & compares theories & techniques of two approaches to analyzing research data.
Written in 1996; 1,575 words; 7 sources; $ 55.95
From the Paper:
"This research presents an overview of factor analysis and multivariate analysis procedures. Additionally, the advantages and disadvantages of each set of procedure are identified.
Factor Analysis
Many research studies generate vast quantities of data. These data more often than not are multidimensional and are characterized by multicollinearity (Summers, Peters, and Armstrong, 1993, p. 555). In most instances, if the data are to be used effectively, it is necessary to reduce the number of explanatory variables to more manageable proportions.
Factor analysis is a general descriptor for a group of specific computational procedures (Emory, 1992, p. 559). Each of the ..."
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