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Three main reasons for correlation and regression together are, 1) test a hypothesis for causality, 2) see association between variables, 3) estimating a value of a. Thesis data analysis using spss amos and (correlation, multiple correlation i was stuck at the data collection stage of my thesis and was fed up with the.