Question: Use d - separation to determine whether the following conditional independencies are implied by the structure of this Bayes net. Explain your answer by specifying

Use d-separation to determine whether the following conditional independencies are implied by the structure of this Bayes net. Explain your answer by specifying which path is/isn't blocked. The notation X perpendicular Z space vertical line space Y means that X is conditionally independent of Z given that the value of Y is known.
a) Is A perpendicular I space vertical line space empty set implied by the structure of the Bayes net?
- Is the path A-E-I blocked? Yes or no?
- Is the path A-B-C-G-F-E-I blocked? Yes or no?
QUESTION 16
b) Is A perpendicular I space vertical line space G implied by the structure of the Bayes net?
- Is the path A-E-I blocked? Yes or no?
- Is the path A-B-C-G-F-E-I blocked? Yes or no?
QUESTION 17
c) Is J perpendicular G space vertical line space F implied by the structure of the Bayes net?
- Is the path J-I-E-F-G blocked? Yes or no?
- Is the path J-I-E-A-B-C-G blocked? Yes or no?
QUESTION 18
d) Is J perpendicular M space vertical line space K comma L implied by the structure of the Bayes net?
- Is the path J-K-M blocked? Yes or no?
- Is the path J-L-M blocked? Yes or no?
QUESTION 19
e) Is E perpendicular C space vertical line space A comma G implied by the structure of the Bayes net?
- Is the path E-A-B-C blocked? Yes or no?
- Is the path E-F-G-C blocked? Yes or no?
QUESTION 20
f) Is E perpendicular C space vertical line space A implied by the structure of the Bayes net?
- Is the path E-A-B-C blocked? Yes or no?
- Is the path E-F-G-C blocked? Yes or no?
Use d - separation to determine whether the

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Programming Questions!