Finally I got the results. Can you help to interpret these questions? If wrong, collect it please. 1. Is the overall model significant? Report your finding using APA format. The overall model is significant, F(11.15) , p = <.0001 2. Determine which coefficients are statistically significant. Report your findings using APA format. Happiness is significant (p<.0001), stress is also significant, (p=0.0011), gender*happiness is also significant (p=0.0299). Also dummy code is significant (p=0.026 3. What is an average level of self-esteem for males? An average level of self-esteem is 2.39629. (actually I run it again with male as a reference) How to get it without running code again? 4. What is the estimated effect of happiness and what does it mean? Happiness Coefficient – For Female (reference group), one unit increase in a number of happiness results in increasing self-esteem by 1.0193 5. What is the estimated effect of stress and what does it mean? Stress Coefficient – One unit increase in a number of happiness results in increasing self-esteem by -0.17877 6. What is the estimated effect of gender and happiness and what does it mean? Interaction Term (Gender and happiness) - One unit increase in a number of happiness results in increasing self-esteem by -0.61991. Interaction Term (Gender and happiness) – Since that is an additive effect we could calculate a (1.01936 + (-0.61991) = 0.39945). One unit increase in a number of happiness results in increasing self-esteem by 0.39945. (which one is correct?) 7. What is the estimated main effect of gender and what does it mean? Male have 2.16998 higher values compared to female. 8. Based on an appropriate statistic determine a model fit. Report your findings. Based on an R-Square value, the IVs predict an amount 20 percent DV.
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