2 Types of Multivariate Techniques 8 Dependence Techniques - variables are divided into dependent and independent. Dependence techniques attempt to explain or predict the dependent variable(s)on the basis of two or more independent variables include Multiple Regression (MR), Discriminant Analysis DA), Multivariate Analysis of Variance MANOva), canonical Correlation AnalysiS(CCa). &s Interdependence Techniques-all variables are analyzed simultaneously, with none being designated as either dependent or independent The goal of interdependence techniques is to give meaning to a set of variables or seek to group things together. No one variable, or variable subset is to be predicted from the others or explained by them include principal Components Analysis(PCA), Factor Analysis(FA), Cluster analysis(Ca), Multidimensional Scaling(MDS). 2021/1/21 132021/1/21 13 cxt 2、Types of Multivariate Techniques ❖ Dependence Techniques – variables are divided into dependent and independent. Dependence techniques attempt to explain or predict the dependent variable(s) on the basis of two or more independent variables.include Multiple Regression (MR), Discriminant Analysis (DA) , Multivariate Analysis of Variance (MANOVA) , Canonical Correlation Analysis (CCA). ❖ Interdependence Techniques – all variables are analyzed simultaneously, with none being designated as either dependent or independent. The goal of interdependence techniques is to give meaning to a set of variables or seek to group things together. No one variable, or variable subset is to be predicted from the others or explained by them. include Principal Components Analysis (PCA), Factor Analysis (FA), Cluster Analysis (CA), Multidimensional Scaling (MDS)