Fig. 5: Individual prediction of dimensional variation in social skills.
From: Attentive brain states in infants with and without later autism
Regression coefficients for prediction of VABS Socialization score at 3 years at an individual level are displayed on the x-axis, using demographic data (sex, age in days, developmental level as measured by the MSEL Early Learning Composite score at 8 months) and microstate features in response to faces with direct or averted gaze, and Noise. Microstate features included duration and global field power (GFP) of microstates 1 (M1), 2 (M2) and 4 (M4). Only coefficients that were always selected by the elastic-net regression model with leave-one-out cross-validation are reported. Bars indicate the average of regression coefficients over cross-validation folds is shown, and error bars indicate the standard deviation. Coefficients are in standard units.
