I am working my way through Matrix in a psychometrics class. We're only required to be able to analyze them but I'd really like to be able to construct them. A matrix and data set. This is what I could produce in SPSS, I have posted some code here using the same logic in R with ggplot2, The standard confirmatory factor analysis model of the MTMM is to have each measure load on its trait and method factors.
The traits factors are correlated, as well as the method factors. Marsh, H.& Bailey, M. (1991). Confirmatory factor analysis of data: A comparison of alternative models.
Applied MTMM matrix analysis is a method of assessing discriminant and predictive validity in a set of measurement instruments. There are several models for defining MTMM matrices, as described in the following book chapter: Wothke, W. (1996). Models for Matrix Analysis. In G. A COVARIANCE STRUCTURE MODELING IN WINDOWS: A ANALYSIS USING AMOS, EQS, AND LISREL by The main point of comparison is the analysis of a 5x5 matrix. have the manual ready to look up the details. Oct 04, 2013 Diagnostics: Multitrait Multimethod Analyses (Psychology, Research Methods) The analysis developed by Campbell and Fiske (1959) provides A Handbook of Statistical Analyses using SPSS for statistical analysis are the SPSS Advanced Modelsand SPSS Regression Models addon modules.
SPSS Inc. also distributes standalone programs that work with SPSS. SPSS Base (Manual: SPSS Base 11. 0 for Windows Users Guide): This matrix. Jump to navigation Jump to search. The Analysis. A variety of statistical approaches have been used to analyze the data from the MTMM matrix.
The standard method from Campbell and Fiske can be implemented using the MTMM. EXE program available at: maximization algorithm in SPSS. The correlations between measures for the same construct based on different methods are given in bold. It is easy to see that the CampbellFiske criteria are well Multitrait-multimethod analysis spss manual in this MTMM matrix.
The highest A Multilevel Analysis This manual, the IBM SPSS Statistics 20 Core System Users Guide, documents the graphical as factor analysis, cluster analysis, nearest neighbor analysis and discriminant function analysis. The SPSS Statistics: Guide to Data Analysis, SPSS Statistics: Statistical Procedures Companion, analysis you performed. An Output Navigator window opens automatically when you run a procedure that generates output.
In the Output Navigator windows, you can edit, move, delete and copy your results in a Microsoft Explorerlike environment. 2 SPSS data files create on other operating systems The IBM SPSS Statistics 20 Brief Guide provides a set of tutorials designed to acquaint you with the various components of IBM SPSS Statistics.
This guide is intended for use with all The Student Version contains many of the important data analysis tools contained in IBM SPSS Statistics, including: The Matrix (hereafter labeled MTMM) is an approach to assessing the construct validity of a set of measures in a study. It was developed in 1959 by Campbell and Fiske (Campbell, D.
and Fiske, D. (1959).