CSCE 582 {=STAT 582} Bayesian Networks and Decision Graphs
HW1: 1.11 (5 pts), 1.12 (5 pts), 1.13 (5 pts); total: 15 points.
HW12 2.1: 4 points; 2.2: 5 points; 2.3: 6 points,
2.4: 8 points (4 per part); 2.5: 6 points; 2.6: 8 points (2 per
part); 2.7: 4 points; 2.8: 4 points; 2.9: 3 points; 2.10: 8 points;
2.11: 4 points.
Total: 60 points.
HW3: 2.12 (4 points), 2.13 (6 points), 2.14 (6 points), 2.17 (4 points),
2.18 (8 points), 2.19, (4 points) [J]. Total: 32 points.
Please check the errata page, because there is a correction to the
statement of exercise 2.19: variables A and B need to be exchanged.
HW4:
2.21 (5 points), 2.22 (10 points), 2.23 (10 points) [J].
You must use
Hugin.
For exercise 2.22, please use the four-variable version of the network,
with nodes Earthquake, Burglary, Alarm, RadioReport.
Total: 25 points.
HW5: 3.3, 3.5, 3.6, 3.8, 3.9 [J]. Please use Hugin for all these exercises.
3.3 (8 pts), 3.5 (6 pts), 3.6 (6 pts), 3.8 (12 pts: 4 first part, 8
second part), 3.9 (2 pts).
Total: 34 points.
HW6: 3.10 (9 points: 5 for part i, 2 each for parts ii and iii),
3.12 (9 points: 3 per part),
3.13 (i-iii only; 3 points per part; 9 points) [J]. Total: 27 points.
3.16 (6 points; use Hugin!),
3.21 (part ii only, 6 points; estimate the probabilities in the CPTs using the Noisy-Or assumption),
3.7 (6 points; the "self-diagnosis" is an imaginary one),
3.29 (20 points; all required probabilities are in the book, but not in one place). Total: 38 points.