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Decomposition axiom for conditional independence
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Area of mathematics
Probability and statistics
Probability theory
Random variable
Independent random variables
Conditional independence
2026-09-28
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The decomposition
axiom
says that
X
⊥
(
Y
,
W
)
∣
Z
implies both
X
⊥
Y
∣
Z
and
X
⊥
W
∣
Z
.
It follows
by marginalizing the joint
conditional distribution
over the discarded variable.
Ancestors
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Conditional independence
Independent random variables
Random variable
Probability theory
Probability and statistics
Area of mathematics
Mathematics
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Past exam of the mathematics course of the University of Cambridge
/
2023
/
iii
/
Paper 221
/
3
/
iv
/
Solution
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