Why P(A|B') not P(A)-P(A n B)?

  • Context: Undergrad 
  • Thread starter Thread starter CAH
  • Start date Start date
Join the discussion
Ask a follow-up here, or get your own question answered by working scientists, mathematicians and engineers — people, not an autocomplete.
Real named experts · corrections over time · the nuance an AI answer skips
3 replies · 2K views
CAH
Messages
48
Reaction score
0
I know the equations that P(A|B') = P(AnB) / P(B')

But why isn't it P(A) - P(A n B)

See photo attachment

We know b didn't happen so isn't it just A minus the middle?
 

Attachments

  • image.jpg
    image.jpg
    40 KB · Views: 486
Physics news on Phys.org
Specifically, [itex]P(A | B^{C}) := P(A) - P(A \cap B)[/itex] would still include B in the sample space. Given that B hasn't happen, you don't want B in the sample space.
 
CAH said:
I know the equations that P(A|B') = P(AnB) / P(B')

But why isn't it P(A) - P(A n B)

In an expression for probability P(S), there are more things involved that the set S. The expression for a probability involves (perhaps implicitly) a particular "probability space". The expressions [itex]P(A|B')[/itex] and [itex]P(A \cap B')[/itex] both refer to the same set. However, they refer to different probability spaces. In the probability space for [itex]P(A|B')[/itex] no events in [itex]A \cap B[/itex] exist. In the probability space for [itex]A \cap B'[/itex] , events in [itex]A \cap B[/itex] may exist and may be assigned nonzero probabilities.

Your reasoning with the Venn diagram doesn't include the information about what sets are in the two different probability spaces.