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2. Outline. ConceptualizationSchematic Diagrams of Linear Regression processesUsing SPSS, we plot and test relationships for linearityNonlinear relationships are transformed to linear onesGeneral Linear ModelDerivation of Sums of Squares and ANOVA Derivation of intercept and regression coefficientsThe Prediction Interval and its derivationModel AssumptionsExplanationTestingAssessmentAlternatives when assumptions are unfulfilled.

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