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Common Correlation and Reliability Analysis with SPSS for Windows
Correlation, Reliability, Validity, Alpha, Kappa, Intraclass correlation, correction for attenuation, chisquare, gamma, phi, tau, Somer's d, Spearman rho, multiple correlation, partial correlation, semipartial correlation, causation, Godel, coefficient of determination, triangulation. Introduction This presentation presents the theory of correlation analysis for correlations commonly used in the education of students in the social and natural sciences and then the programming application of it with the SPSS (Version 8 for Windows) statistical package. In the social and natural sciences, researchers seek to understand and ...
If you are SPSS user (for statistics/ not data mining) you can also try 0ut GNU PSPP which is the open source equivalent and quite eerily impressive in performance. It is available at http://www.gnu.org/software/pspp/ or http://pspp.awardspace.com/ and you can also read more at http://en.wikipedia.org/wiki/PSPP PSPP is a program for statistical analysis of sampled data. It is a Free replacement for the proprietary program SPSS, and appears very similar to it with a few exceptions. The most important of these exceptions are, that there are no “time bombs”; your copy of PSPP will not ... Read More
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Factor analysis using SPSS

OneWay Analysis of Variance (ANOVA) in PASW/SPSS.mov
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