Question: Aggression Age Intelligence Coll Grad Mean 100 45 100 60 Standard Deviations 9 20 05 Correlations Aggression Age Intelligence Coll Grad Aggression 1.00 Age -.30

Deviations 9 20 05 Correlations Aggression Age Intelligence Coll Grad Aggression 1.00

Aggression Age Intelligence Coll Grad Mean 100 45 100 60 Standard Deviations 9 20 05 Correlations Aggression Age Intelligence Coll Grad Aggression 1.00 Age -.30 1.00 Intelligence .40 -.03 1.00 College Grad .35 +.12 +.40 1.00 Full Model - Aggression = f( Age, Intelligence, College Grad) Summary Statistics Multiple Correlation R-square Standard error Cases 201 ANOVA ANOVA SS df MS F Regression 100,000 Residual Total 150,000 Model Variable Coefficient Stand Error t or z p-value Intercept 50 20 2.50 0052 Age -.75 1.5 -0.50 3000 Intelligence +.70 35 2.00 0226 College Grad +.60 20 3.00 0014

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