Bayesian Networks in the Absence of Temporal Information - Bayesian Networks in R: With Applications in Systems Biology - page 36

Neighborhood of MECH

Markov Blanket of MECH

S TAT STAT

ANL ANL

ALG ALG

MECH MECH

VECT VECT

Markov Blanket of VECT Neighborhood of VECT

S TAT STAT

ANL ANL

ALG ALG

MECH MECH

VECT VECT

Neighborhood of ALG

Markov Blanket of ALG

STAT STAT

ANL ANL

ALG ALG

MECH MECH

VECT VECT

Neighborhood of ANL

Markov Blanket of ANL

STAT STAT

ANL ANL

ALG ALG

MECH MECH

VECT VECT

Markov Blanket of STAT Neighborhood of STAT

STAT STAT

ANL ANL

ALG ALG

MECH MECH

VECT VECT

Fig. 2.4 Markov blanket (on the left ) and neighborhood (on the right ) learned by the Grow-Shrink
algorithm for each node ( shaded )