ich habe eine multiple Regression gerechnet und werde aus der Literatur nicht schlau, wie ich den F-statistic Wert interpretieren muss. Kann mir jemand helfen?
Code: Alles auswählen
Residuals:
Min 1Q Median 3Q Max
-1.66554 -0.50395 0.04646 0.44516 1.34276
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -1.15979 0.55650 -2.084 0.04065 *
scale(self_enhancement_1) 0.54624 0.10082 5.418 7.39e-07 ***
scale(openness_to_change_1) 0.23900 0.09512 2.513 0.01419 *
scale(self_transcendence_1) -0.02586 0.09091 -0.284 0.77684
scale(conservation_1) 0.21548 0.09226 2.336 0.02227 *
founders -0.02367 0.10314 -0.229 0.81914
age 0.04434 0.01405 3.155 0.00233 **
gen -0.70561 0.25822 -2.733 0.00788 **
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 0.7111 on 73 degrees of freedom
(10 observations deleted due to missingness)
Multiple R-squared: 0.5393, Adjusted R-squared: 0.4952
F-statistic: 12.21 on 7 and 73 DF, p-value: 3.184e-10
Code: Alles auswählen
Deviance Residuals:
Min 1Q Median 3Q Max
-0.5615 -0.3106 -0.1726 0.4663 0.7894
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -0.135327 0.338504 -0.400 0.6905
scale(self_enhancement_1) 0.086793 0.061325 1.415 0.1612
scale(openness_to_change_1) 0.105324 0.057857 1.820 0.0728 .
scale(self_transcendence_1) 0.077553 0.055299 1.402 0.1650
scale(conservation_1) 0.026939 0.056120 0.480 0.6326
founders -0.050517 0.062741 -0.805 0.4233
age 0.017695 0.008548 2.070 0.0420 *
gen 0.110393 0.157067 0.703 0.4844
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for gaussian family taken to be 0.187104)
Null deviance: 17.284 on 80 degrees of freedom
Residual deviance: 13.659 on 73 degrees of freedom
(10 observations deleted due to missingness)
AIC: 103.68
Number of Fisher Scoring iterations: 2
> pR2(reg_1b)
fitting null model for pseudo-r2
llh llhNull G2 McFadden r2ML r2CU
-42.8407595 -52.3748540 19.0681891 0.1820357 0.2097530 0.2890711
Falls es eine Rolle spielt: mein n ist 244 genestet in n=91 Teams