Deterministic CPD -Β a variableβs value is a deterministic function of its parentsβ values
Example - Blood Types
/cpd---representations/deterministic-cpd/deterministic-conditional-probability-distribution.png)
let:
- π1 - be allele type from Mom
- π2Β - be allele type from Dad
- π - phenotypical blood type
- {π1, π2, π} can take on valuesΒ {π, π,Β ππ,Β π}
|
π₯1 |
π₯2 |
π¦ |
π(π=π¦|π1=π₯1,π2=π₯2) |
|---|---|---|---|
|
π |
π |
π |
1 |
|
π |
π |
π |
0 |
|
π |
π |
ππ |
0 |
|
π |
π |
π |
0 |
|
π |
π |
π |
0 |
|
π |
π |
π |
0 |
|
π |
π |
ππ |
1 |
|
π |
π |
π |
0 |
|
π |
ππ |
π |
0 |
|
π |
ππ |
π |
0 |
|
π |
ππ |
ππ |
1 |
|
π |
ππ |
π |
0 |
|
π |
π |
π |
1 |
|
π |
π |
π |
0 |
|
π |
π |
ππ |
0 |
|
π |
π |
π |
0 |
|
π |
π |
π |
0 |
|
π |
π |
π |
0 |
|
π |
π |
ππ |
1 |
|
π |
π |
π |
0 |
|
π |
π |
π |
0 |
|
π |
π |
π |
1 |
|
π |
π |
ππ |
0 |
|
π |
π |
π |
0 |
|
π |
ππ |
π |
0 |
|
π |
ππ |
π |
0 |
|
π |
ππ |
ππ |
1 |
|
π |
ππ |
π |
0 |
|
π |
π |
π |
0 |
|
π |
π |
π |
1 |
|
π |
π |
ππ |
0 |
|
π |
π |
π |
0 |
|
ππ |
π |
π |
0 |
|
ππ |
π |
π |
0 |
|
ππ |
π |
ππ |
1 |
|
ππ |
π |
π |
0 |
|
ππ |
π |
π |
0 |
|
ππ |
π |
π |
0 |
|
ππ |
π |
ππ |
1 |
|
ππ |
π |
π |
0 |
|
ππ |
ππ |
π |
0 |
|
ππ |
ππ |
π |
0 |
|
ππ |
ππ |
ππ |
1 |
|
ππ |
ππ |
π |
0 |
|
ππ |
π |
π |
0 |
|
ππ |
π |
π |
0 |
|
ππ |
π |
ππ |
1 |
|
ππ |
π |
π |
0 |
|
π |
π |
π |
1 |
|
π |
π |
π |
0 |
|
π |
π |
ππ |
0 |
|
π |
π |
π |
0 |
|
π |
π |
π |
0 |
|
π |
π |
π |
1 |
|
π |
π |
ππ |
0 |
|
π |
π |
π |
0 |
|
π |
ππ |
π |
0 |
|
π |
ππ |
π |
0 |
|
π |
ππ |
ππ |
1 |
|
π |
ππ |
π |
0 |
|
π |
π |
π |
0 |
|
π |
π |
π |
0 |
|
π |
π |
ππ |
0 |
|
π |
π |
π |
1 |