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

  • Thread starter Thread starter karush
  • Start date Start date
  • Tags Tags
    Probability
Click For Summary
SUMMARY

The discussion focuses on calculating the probability of the intersection of two events, denoted as P(A∩B), using the formula P[A ∩ B] = P[A] + P[B] - P[A ∪ B]. Participants clarify the correct application of this formula, correcting initial miscalculations. The conversation also introduces De Morgan's laws, which are essential for manipulating probabilities involving complements. The final calculation confirms that P(A∩B) equals 0.4, derived from the values P(A) = 0.6 and P(B) = 0.8, with P(A∪B) set to 1.

PREREQUISITES
  • Understanding of basic probability concepts
  • Familiarity with the formula for union and intersection of probabilities
  • Knowledge of De Morgan's laws in probability theory
  • Ability to manipulate algebraic expressions
NEXT STEPS
  • Study the application of De Morgan's laws in probability
  • Practice calculating probabilities using the union and intersection formulas
  • Explore conditional probability and its implications
  • Learn about advanced probability concepts such as Bayes' theorem
USEFUL FOR

Students of probability theory, educators teaching statistics, and professionals in data analysis or risk assessment who require a solid understanding of probability calculations.

karush
Gold Member
MHB
Messages
3,240
Reaction score
5
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) ?
 
Physics news on Phys.org
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!
 

Similar threads

Replies
1
Views
2K
  • · Replies 2 ·
Replies
2
Views
4K
  • · Replies 7 ·
Replies
7
Views
801
Replies
1
Views
3K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 16 ·
Replies
16
Views
2K
Replies
5
Views
3K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 12 ·
Replies
12
Views
4K
  • · Replies 2 ·
Replies
2
Views
6K