How Do You Calculate P(A∩B) in Probability Theory?

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Discussion Overview

The discussion revolves around calculating the probability of the intersection of two events, denoted as P(A∩B), in probability theory. Participants explore the application of counting formulas and De Morgan's laws in solving the problem, with a focus on both theoretical understanding and practical calculation.

Discussion Character

  • Technical explanation
  • Mathematical reasoning
  • Homework-related

Main Points Raised

  • One participant presents a counting formula to express P(A∩B) and attempts to calculate it, resulting in a negative probability, which raises questions about the validity of the approach.
  • Another participant corrects the first by clarifying the formula for P(A∩B) and suggests a proper rearrangement of terms to solve for it.
  • There is a discussion about the notation used in part (b), with a suggestion that "C" may refer to the complement of events A and B, leading to a reference to De Morgan's laws.
  • One participant expresses that they are new to De Morgan's laws and seeks clarification on their application.
  • Several participants confirm the relationship between the complement of the intersection and the union of the complements, reinforcing the mathematical connections involved.
  • Areas of Agreement / Disagreement

    Participants generally agree on the formulas and relationships discussed, but there is no consensus on the initial calculation due to the negative result, indicating potential confusion or misunderstanding of the probabilities involved.

    Contextual Notes

    The discussion includes assumptions about the definitions of events and their probabilities, which may not be explicitly stated. The negative probability calculated raises questions about the validity of the initial conditions or values used.

karush
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View attachment 1135
this is an image of the problem as given, mostly to avoid typo's, but (b) seems to contain a notation that I don't recognize.

well for $$(a)$$ find $$p(A\cap B)$$

from the counting Formula:
$$n(A\cup B)=n(A)+n(B)-n(A\cap B)$$

replacing $n$ for $p$ and isolating $$p(A\cap B)$$
$$p(A\cup B)-p(A)-p(B)=p(A\cap B)$$
so..
$1-0.6-0.8=-0.4=p(A\cap B)$

(b) ?
 
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Hi karush,

For (a) you have the right idea but mixed up your signs a bit.

$P[A \cup B]=P[A]+P-P[A \cap B]$. We want to solve for $P[A \cap B]$.

$P[A \cap B]=P[A]+P-P[A \cup B]$.

Can you solve it from there?

(b) I'm going to guess that the "C" means "compliment". Normally we write this as $P[A' \cup B']$ or $P[A^c \cup B^c]$. There are some special and useful rules, called De Morgan's laws, that allow us to manipulate expressions like this. Have you seen these before?
 
$$P[A \cap B]=P[A]+P-P[A \cup B]$$

$$0.4=0.6+0.8-1$$

i am am looking at De Morgan's laws it new to me...

I did see this

https://www.physicsforums.com/attachments/1136
 
Exactly! :)

Notice that $P[A' \cup B']=P[A \cap B]'=1-P[A \cap B]$ and you'll be done.
 
Jameson said:
Exactly! :)

Notice that $P[A' \cup B']=P[A \cap B]'=1-P[A \cap B]$ and you'll be done.

$$P[A' \cup B']=P[A \cap B]'=1-P[A \cap B]$$
$$

0.6=1-0.4$$

really that it!
 

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