May 31st, 2009 by Ελευθέριος Αγγελής
This is a course taught in the first semester of the postgraduate program of the Department of Informatics. The contents of this course include: Statistical analysis of multivariate data with SPSS. Data and types of variables. Data entry and data management in SPSS. Descriptive and graphical methods. Contingency tables for categorical variables. Statistical tests and comparison of samples. Correlation, regression and analysis of variance. Multivariate analysis of data. Projection to subspaces with fewer dimensions. Principle components analysis. Factor analysis. Discriminant analysis. Cluster analysis. Correspondance analysis.