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Independence Complement Theorem


If sets E and F are independent, then so are E and F^', where F^' is the complement of F (i.e., the set of all possible outcomes not contained in F). Let  union denote "or" and  intersection denote "and." Then

P(E)=P(EF union EF^')
(1)
=P(EF)+P(EF^')-P(EF intersection EF^'),
(2)

where AB is an abbreviation for A intersection B. But E and F are independent, so

 P(EF)=P(E)P(F).
(3)

Also, since F and F^' are complements, they contain no common elements, which means that

 P(EF intersection EF^')=0
(4)

for any E. Plugging (4) and (3) into (2) then gives

 P(E)=P(E)P(F)+P(EF^').
(5)

Rearranging,

 P(EF^')=P(E)[1-P(F)]=P(E)P(F^'),
(6)

Q.E.D.


See also

Independent Set

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Cite this as:

Weisstein, Eric W. "Independence Complement Theorem." From MathWorld--A Wolfram Web Resource. https://mathworld.wolfram.com/IndependenceComplementTheorem.html

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