Table 5.
a) Dependent variable: lexical diversity | ||||
---|---|---|---|---|
Independent variables | LASSO coefficient | |||
Supramarginal gyrus | −0.118 | |||
Posterior insula | −0.186 | |||
Inferior fronto-occipital fasciculus | −0.117 | |||
Number of words |
0.088 |
|||
Model summary |
Coefficient of determination |
Expected prediction error |
||
R2 | Adjusted R2 | Estimatea | Std. Error | |
0.580 | 0.511 | 0.736 | 0.115 | |
b) Dependent variable: lexical sophistication | ||||
---|---|---|---|---|
Independent variables | LASSO coefficient | |||
Pole of superior temporal gyrus |
−0.091 |
|||
Model summary |
Coefficient of determination |
Expected prediction error |
||
R2 | Adjusted R2 | Estimatea | Std. Error | |
0.262 | 0.235 | 1.040 | 0.175 | |
c) Dependent variable: phonological word features | ||||
---|---|---|---|---|
Independent variables | LASSO coefficient | |||
Supramarginal gyrus |
−0.045 |
|||
Model summary |
Coefficient of determination |
Expected prediction error |
||
R2 | Adjusted R2 | Estimatea | Std. Error | |
0.297 | 0.271 | 1.027 | 0.181 |
Mean squared error (10-fold cross validation).