Results

Bayesian Correlation

Bayesian Pearson Correlations
Variable   ... ...
1. ... Pearson's r —
  BF₁₀ —
2. ... Pearson's r . —
  BF₁₀ . —

Bayesian Linear Regression

Model Comparison - Need_Cognition
Models P(M) P(M|data) BF M BF 10 R²
Mac + Psy + Nar + H_H + Emo + Ext + Agr + Con + OtE 0.100 0.166 1.794 1.000 0.331
Mac + Psy + H_H + Emo + Ext + Agr + Con + OtE 0.011 0.104 10.301 5.617 0.331
Mac + H_H + Emo + Agr + Con + OtE 0.001 0.072 64.684 36.171 0.325
Mac + Psy + H_H + Emo + Agr + Con + OtE 0.003 0.059 22.513 12.780 0.328
Psy + H_H + Emo + Ext + Agr + Con + OtE 0.003 0.055 20.792 11.856 0.328
Mac + H_H + Emo + Ext + Agr + Con + OtE 0.003 0.045 16.825 9.695 0.327
Mac + Psy + Nar + H_H + Emo + Agr + Con + OtE 0.011 0.043 3.996 2.326 0.328
Psy + Nar + H_H + Emo + Ext + Agr + Con + OtE 0.011 0.041 3.786 2.209 0.328
Psy + H_H + Emo + Agr + Con + OtE 0.001 0.040 35.114 20.299 0.324
H_H + Emo + Agr + Con + OtE 7.937e -4 0.037 48.170 27.932 0.319
Note.  Table displays only a subset of models; to see all models, select "No" under "Limit No. Models Shown".

Posterior Summary

Posterior Summaries of Coefficients
95% Credible Interval
Coefficient P(incl) P(excl) P(incl|data) P(excl|data) BF inclusion Mean SD Lower Upper
Intercept 1.000 0.000 1.000 0.000 1.000 3.970 0.026 3.919 4.017
Mac 0.500 0.500 0.682 0.318 2.148 0.046 0.046 -9.887e -4 0.133
Psy 0.500 0.500 0.704 0.296 2.379 0.056 0.053 -0.006 0.158
Nar 0.500 0.500 0.414 0.586 0.705 0.007 0.026 -0.039 0.080
H_H 0.500 0.500 1.000 2.819e -5 35475.369 0.233 0.050 0.137 0.331
Emo 0.500 0.500 0.982 0.018 53.955 -0.129 0.045 -0.225 -0.047
Ext 0.500 0.500 0.553 0.447 1.238 0.031 0.043 -0.015 0.127
Agr 0.500 0.500 0.785 0.215 3.648 -0.079 0.060 -0.177 0.000
Con 0.500 0.500 1.000 5.224e -6 191423.895 0.232 0.045 0.143 0.313
OtE 0.500 0.500 1.000 0.000 6.675e +15 0.423 0.047 0.337 0.518

Posterior Coefficients with 95% Credible Interval

Residuals vs Fitted

Inclusion Probabilities

Q-Q Plot

Marginal Posterior Distributions

Intercept

Mac

Psy

Nar

H_H

Emo

Ext

Agr

Con

OtE

Descriptive Statistics

Descriptive Statistics
  .
Valid .
Missing .
Mean .
Std. Deviation .
Minimum .
Maximum .

Descriptive Statistics

Descriptive Statistics
  .
Valid .
Missing .
Mean .
Std. Deviation .
Minimum .
Maximum .

Descriptive Statistics

Descriptive Statistics
  Mac Psy Nar H_H Emo Ext Agr Con OtE
Valid 483 483 483 483 483 483 483 483 483
Missing 0 0 0 0 0 0 0 0 0
Mean 2.299 2.411 2.687 3.710 2.803 3.363 2.851 3.519 3.800
Std. Deviation 0.824 0.755 0.805 0.700 0.684 0.693 0.584 0.637 0.586
Minimum 1.000 1.000 1.000 1.500 1.000 1.500 1.000 1.750 1.500
Maximum 5.000 4.750 4.750 5.000 5.000 5.000 4.250 5.000 5.000