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Table 4 Model quality indices

From: Epigenetic tuning of brain signal entropy in emergent human social behavior

Composite reliability coefficients

 Model

OXTRm

MSEAUC

SDCONT

IBQ-R

Social IBQ-R

Non-Social IBQ-R

  1

0.87

0.96

0.96

0.82

–

–

  2

0.87

0.96

0.96

–

0.73

0.78

  3

0.87

0.97

0.95

–

0.73

0.74

 Study 2

OXTRm

Auditory MSEAUC

Visual MSEAUC

Verbal behavior

Visual behavior

 

0.82

0.75

0.79

0.84

0.90

R2 coefficients

 Model

OXTRm

MSEAUC

SDCONT

IBQ-R

Social IBQ-R

Non-Social IBQ-R

  1

–

0.07

0.01

0.11

–

–

  2

–

0.07

0.01

–

0.1

0.07

  3

–

0.11

0.02

–

0.11

0.11

 Study 2

OXTRm

Auditory MSEAUC

Visual MSEAUC

Verbal behavior

Visual behavior

 

–

0.06

0.02

0.06

0.03

  1. Composite reliability coefficients reflecting internal consistency and reliability and R2 coefficients reflecting explanatory power for each construct and model. Abbreviations: OXTRm OXTR DNA methylation, MSEAUC area under the multiscale entropy curve, SDCONT standard deviation of the continuous time series, IBQ-R Revised Infant Behavioral Questionnaire