Speed Dating: Craft a Story- Modelling Dating Success for Guys [Preferred vs Jud

Question

Speed Dating: Craft a Story- Modelling Dating Success for Guys [Preferred vs Judgements]

INTERPRET THESE RESULTS

. regress match attratpref intelpref funpref ambitionpref physical similar_interests intelligence fun ambition values if gender 1 3,407 46.88 0.0000 0.1213 Adj R-squared-0.1187 .353 12 Source df MS Number of obs = F (10, 3396) Hodel Residual 58.4589886 423.46235 10 5.84589886 Prob > F 3,396 124694449 R-squared Total 481.921338 3,406 .141491879 Root HSE match Coef. Std. Err. p> [95% Conf . Interval] .0004671 0008358 0020826 .0004153 .0105728 -.0113762 -.0008249 019244 .0009975 attratpref intelpref funpref ambitionpref physical similar interests intelligence fun ambition values cons .000747 .0027606 .0009817 .004468.0012167 0012443 .003914 -,0023369 0046104 .0058924 0044731 .0044729 .0037153 0566844 1.34 0.182 2.81 O.005 3.67 0.000 1.63 .104 4.66 0.000 -0.51 0. 612 1.82 0.069 6.26 0.000 -2.62O.009 7.34 0.000 -7.45 O.000 .0024622 .0046854 .0068535 0044642 .0259208 .0067025 .022281 0367845 -.0205093 .0029698 .0345635 ,5334717-.3111936 0020245 .0182468 010728.0 .0280142. -.0117395 0199948 -.4223327.

Explanation / Answer

From the given output

1) The overall model is significant.

Since F-ratio 'p' value = 0.000<0.05. Hence the model is significant

2) coming to the individual explanatory variables except attratpref,,ambitionpref,similar_intereats and intelligence remaining all are significant (p<0.05) predictors of the model.

3) Here R2= 0.1213 = 12.13%. i.e., 12.13% of variation in the dependent variable is explained by only the significant independent predictors.

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