Probability P(A' and B') of disjoint events.

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SUMMARY

The discussion focuses on calculating the probability of disjoint events, specifically P(A' and B'). It establishes that for two disjoint events A and B, the formula P(A or B) = P(A) + P(B) holds true, leading to P(A or B) = 0.29 when P(A) = 0.12 and P(B) = 0.17. The confusion arises when attempting to express this as 1 - P(A' and B'), where the calculation of P(A'|B') is crucial. The correct approach reveals that P(A'UB') equals 1 due to the disjoint nature of A and B, ultimately confirming the probability results.

PREREQUISITES
  • Understanding of basic probability concepts, including disjoint events.
  • Familiarity with conditional probability, specifically P(A'|B').
  • Knowledge of probability notation and operations, such as union and intersection.
  • Experience with calculating probabilities using given values.
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  • Study the concept of conditional probability in depth, focusing on P(A'|B').
  • Explore the properties of disjoint events and their implications in probability theory.
  • Learn about the union and intersection of events, particularly in the context of probability calculations.
  • Practice solving probability problems involving disjoint events and conditional probabilities using real-world examples.
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Students of probability theory, mathematicians, data scientists, and anyone involved in statistical analysis who seeks to deepen their understanding of disjoint events and conditional probabilities.

fateswarm
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If we have two disjoint events then it comes to reason that P(A or B) = P(A) + P(B) - 0

However, if I rewrite it as 1 - P(A' and B') how is the numerical result going to be the same? (without re-writing it back as 1 - P ((A or B)')).

I assume it is 1 - P(A'|B')P(B')

But how is P(A'|B') calculated in there?

For example:

Let's assume P(A) = 0.12 and P(B) = 0.17, and we know that P(A and B) = 0 by being disjoint.

Hence P(A or B) = 0.12 + 0.17 -0 = 0.29

Now, P(A or B) = 1 - P((A or B)') =
= 1 - P(A' and B')

If I do

= 1 - P(A')P(B') = error, the result is 0.2696. It's as if the events were not disjoint obviously.

if I do

= 1 - P(A'|B')P(B')

And I know that P(B') = 1 - P(B) = 0.83

then it comes to reason that for the result to be correct

P(A'|B') must be 0.8554

Now how is that found on its own?

I currently assume that I'm not supposed to find it directly at all but go with other methods around it.
 
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Oh wait, I think I found the secret: P(A'UB') in the calculation P(A' and B') = P(A') +P(B') - P(A'UB') is actually 1 since A and B is null hence it all results to 0.71 (1-0.12+1-0.13-1) hence 1-0.71 will net the 0.29.
 

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