Detail kurzu

Multivariate Statistics for Understanding Complex Data

EDU Trainings s.r.o.

Popis kurzu

This course teaches how to apply and interpret a variety of multivariate statistical methods to research and business data. The course emphasizes understanding the results of the analysis and presenting your conclusions with graphs.

Obsah kurzu

Overview of Multivariate Methodsexamples of multivariate analysesmatrix algebra conceptsPrincipal Components Analysis Using the PRINCOMP procedureprincipal component analysis for dimension reductionExploratory Factor Analysis Using the FACTOR Procedurefactor analysis for latent variable measurementfactor rotationMultidimensional Preference Analysis Using the PRINQUAL and TRANSREG proceduresplotting high-dimensional preference datamapping preferences to other characteristicsCorrespondence Analysis Using the CORRESP Procedureunderstanding complex associations among categorical variablesCanonical Variate Analysis Using the CANCORR and CANDISC Proceduresmultivariate dimensions reduction for two sets of variablesDiscriminant Function Analysis Using the DISCRIM Procedureclassification into groupslinear discriminant analysisquadratic discriminant analysisempirical validationPartial Least Squares Regression Using the PLS ProcedurePLS for one target variablePLS for many targets PLS for predictive modeling

Cílová skupina

Business analysts, social science researchers, marketers, and statisticians who want to use SAS to make sense of highly dimensional multivariate data
Certifikát Na dotaz.
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