Table 2. Open in new tab Arc Strength...

From	To	Edge frequency	Edge direction	BIC value	Beta coefficient
Schizophrenia
CPT-IP	TMT-A	0.963	0.761	−8.85	0.224
SS	CPT-IP	0.999	0.652	−46.91	0.421
SS	HVLT	1.000	0.682	−45.41	0.429
SS	BVMT	0.985	0.716	−15.88	0.287
SS	Maze	1.000	0.896	−129.85	0.632
HVLT	BVMT	0.961	0.515	−8.36	0.212
HVLT	CFT	1.000	0.876	−96.48	0.563
Maze	TMT-A	0.963	0.571	−8.81	0.208
SymbC	CPT-IP	1.000	0.696	−36.91	0.373
SymbC	SS	0.890	0.513	−143.38	0.655
SymbC	HVLT	0.853	0.649	−27.53	0.335
SymbC	BVMT	0.998	0.744	−18.59	0.297
SymbC	ME	1.000	0.556	−401.58	0.888
SymbC	TMT-A	0.997	0.866	−20.56	0.328
Healthy controls
CPT-IP	HVLT	0.888	0.612	−8.15	0.204
SS	Maze	1.000	0.516	−29.96	0.330
HVLT	CFT	0.999	0.651	−17.32	0.279
BVMT	HVLT	0.992	0.688	−14.11	0.254
Maze	TMT-A	1.000	0.659	−24.29	0.321
SymbC	CPT-IP	1.000	0.667	−35.70	0.377
SymbC	SS	0.944	0.593	−17.26	0.278
SymbC	BVMT	0.996	0.600	−24.36	0.322

From

Edge frequency

Edge direction

BIC value

Beta coefficient

Schizophrenia

CPT-IP

TMT-A

0.963

0.761

−8.85

0.224

CPT-IP

0.999

0.652

−46.91

0.421

HVLT

1.000

0.682

−45.41

0.429

BVMT

0.985

0.716

−15.88

0.287

Maze

1.000

0.896

−129.85

0.632

HVLT

BVMT

0.961

0.515

−8.36

0.212

HVLT

CFT

1.000

0.876

−96.48

0.563

Maze

TMT-A

0.963

0.571

−8.81

0.208

SymbC

CPT-IP

1.000

0.696

−36.91

0.373

SymbC

0.890

0.513

−143.38

0.655

SymbC

HVLT

0.853

0.649

−27.53

0.335

SymbC

BVMT

0.998

0.744

−18.59

0.297

SymbC

1.000

0.556

−401.58

0.888

SymbC

TMT-A

0.997

0.866

−20.56

0.328

Healthy controls

CPT-IP

HVLT

0.888

0.612

−8.15

0.204

Maze

1.000

0.516

−29.96

0.330

HVLT

CFT

0.999

0.651

−17.32

0.279

BVMT

HVLT

0.992

0.688

−14.11

0.254

Maze

TMT-A

1.000

0.659

−24.29

0.321

SymbC

CPT-IP

1.000

0.667

−35.70

0.377

SymbC

0.944

0.593

−17.26

0.278

SymbC

BVMT

0.996

0.600

−24.36

0.322

From	To	Edge frequency	Edge direction	BIC value	Beta coefficient
Schizophrenia
CPT-IP	TMT-A	0.963	0.761	−8.85	0.224
SS	CPT-IP	0.999	0.652	−46.91	0.421
SS	HVLT	1.000	0.682	−45.41	0.429
SS	BVMT	0.985	0.716	−15.88	0.287
SS	Maze	1.000	0.896	−129.85	0.632
HVLT	BVMT	0.961	0.515	−8.36	0.212
HVLT	CFT	1.000	0.876	−96.48	0.563
Maze	TMT-A	0.963	0.571	−8.81	0.208
SymbC	CPT-IP	1.000	0.696	−36.91	0.373
SymbC	SS	0.890	0.513	−143.38	0.655
SymbC	HVLT	0.853	0.649	−27.53	0.335
SymbC	BVMT	0.998	0.744	−18.59	0.297
SymbC	ME	1.000	0.556	−401.58	0.888
SymbC	TMT-A	0.997	0.866	−20.56	0.328
Healthy controls
CPT-IP	HVLT	0.888	0.612	−8.15	0.204
SS	Maze	1.000	0.516	−29.96	0.330
HVLT	CFT	0.999	0.651	−17.32	0.279
BVMT	HVLT	0.992	0.688	−14.11	0.254
Maze	TMT-A	1.000	0.659	−24.29	0.321
SymbC	CPT-IP	1.000	0.667	−35.70	0.377
SymbC	SS	0.944	0.593	−17.26	0.278
SymbC	BVMT	0.996	0.600	−24.36	0.322

Table 2.

Open in new tab

Arc Strength and BIC Values Estimation From the Bayesian Networks.

From	To	Edge frequency	Edge direction	BIC value	Beta coefficient
Schizophrenia
CPT-IP	TMT-A	0.963	0.761	−8.85	0.224
SS	CPT-IP	0.999	0.652	−46.91	0.421
SS	HVLT	1.000	0.682	−45.41	0.429
SS	BVMT	0.985	0.716	−15.88	0.287
SS	Maze	1.000	0.896	−129.85	0.632
HVLT	BVMT	0.961	0.515	−8.36	0.212
HVLT	CFT	1.000	0.876	−96.48	0.563
Maze	TMT-A	0.963	0.571	−8.81	0.208
SymbC	CPT-IP	1.000	0.696	−36.91	0.373
SymbC	SS	0.890	0.513	−143.38	0.655
SymbC	HVLT	0.853	0.649	−27.53	0.335
SymbC	BVMT	0.998	0.744	−18.59	0.297
SymbC	ME	1.000	0.556	−401.58	0.888
SymbC	TMT-A	0.997	0.866	−20.56	0.328
Healthy controls
CPT-IP	HVLT	0.888	0.612	−8.15	0.204
SS	Maze	1.000	0.516	−29.96	0.330
HVLT	CFT	0.999	0.651	−17.32	0.279
BVMT	HVLT	0.992	0.688	−14.11	0.254
Maze	TMT-A	1.000	0.659	−24.29	0.321
SymbC	CPT-IP	1.000	0.667	−35.70	0.377
SymbC	SS	0.944	0.593	−17.26	0.278
SymbC	BVMT	0.996	0.600	−24.36	0.322

From	To	Edge frequency	Edge direction	BIC value	Beta coefficient
Schizophrenia
CPT-IP	TMT-A	0.963	0.761	−8.85	0.224
SS	CPT-IP	0.999	0.652	−46.91	0.421
SS	HVLT	1.000	0.682	−45.41	0.429
SS	BVMT	0.985	0.716	−15.88	0.287
SS	Maze	1.000	0.896	−129.85	0.632
HVLT	BVMT	0.961	0.515	−8.36	0.212
HVLT	CFT	1.000	0.876	−96.48	0.563
Maze	TMT-A	0.963	0.571	−8.81	0.208
SymbC	CPT-IP	1.000	0.696	−36.91	0.373
SymbC	SS	0.890	0.513	−143.38	0.655
SymbC	HVLT	0.853	0.649	−27.53	0.335
SymbC	BVMT	0.998	0.744	−18.59	0.297
SymbC	ME	1.000	0.556	−401.58	0.888
SymbC	TMT-A	0.997	0.866	−20.56	0.328
Healthy controls
CPT-IP	HVLT	0.888	0.612	−8.15	0.204
SS	Maze	1.000	0.516	−29.96	0.330
HVLT	CFT	0.999	0.651	−17.32	0.279
BVMT	HVLT	0.992	0.688	−14.11	0.254
Maze	TMT-A	1.000	0.659	−24.29	0.321
SymbC	CPT-IP	1.000	0.667	−35.70	0.377
SymbC	SS	0.944	0.593	−17.26	0.278
SymbC	BVMT	0.996	0.600	−24.36	0.322

Edge frequency refers to the proportion of times that an edge appeared in the directed acyclic graphs (DAG) samples, regardless of direction. Edge direction refers to the proportion of times that the edge in the DAG is pointed in that given direction. BIC value refers to the importance of an edge in the model. CPT-IP: Continuous Performance Test, Identical Pairs; SS: Wechsler Memory Scale-Third Edition, Spatial Span; HVLT: Hopkins Verbal Learning Test-Revised, immediate recall; BVMT: Brief Visuospatial Memory Test-Revised; Maze: Neuropsychological Assessment Battery, mazes subtest; ME: Mayer-Salovey-Caruso Emotional Intelligence Test, managing emotions branch; TMT-A: Trail Making Test, Part A; SymbC: Symbol Coding Test; CFT: Category Fluency Test.

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