I dont understand how conditional probabilty works

In summary, the probability of having both children be boys, given that at least one is a boy, is 1/3. This can also be seen by looking at the number of possible outcomes and the desired outcome, rather than using the formula.
  • #1
semidevil
157
2
so P(A|B) = P(A intersect B)/ P(B).

so, P(A intersect B) is the same as P(A) * P(B) right? so doesn't the P(B) always cancel out, and the answer will always be P(A)? That doesn't makes sense at all... :confused:

for example: A family has 2 children, and all possibilites are equally possible.

boy boy, boy girl, girl girl, girl boy.

what is the probability of getting Both boys, given that at least one is a boy.

==========================================

ok, so since each is equally possible, then there is 1/4 chance for each outcome.

and to have at least one boy, there is 2 chances, out of the 4 chances, which makes that 1/2.

so plug in the formula, and I get the wrong answer...(1/4 * 1/2)/1/4...which is wrong...

the book says the answer is 1/3...

so how do they do that? I don't understand the formula.
 
Physics news on Phys.org
  • #2
The probability of both children being boys is [itex]\frac {1/4}{3/4} = \frac {1}{3}[/itex]. You can see this directly since the only possibilities are BB, BG, GB only one of which gives both boys.
 
  • #3
semidevil said:
for example: A family has 2 children, and all possibilites are equally possible.

boy boy, boy girl, girl girl, girl boy.

what is the probability of getting Both boys, given that at least one is a boy.
.
Put away the formula. The probability is: the number of ways the desired result can occur / the number of all possible results. There are 3 possible ways of having at least one boy (eliminate the girl girl possibility). There is only one way of having two boys. Therefore the probability of having two boys, given that the girl girl possibility is eliminated, is 1/3.

AM
 
  • #4
semidevil said:
so, P(A intersect B) is the same as P(A) * P(B) right?
Only if A and B are independent (which they aren't in this case)

semidevil said:
and to have at least one boy, there is 2 chances, out of the 4 chances, which makes that 1/2.
There is at least one boy in 3 of the 4 cases
 

Related to I dont understand how conditional probabilty works

1. What is conditional probability?

Conditional probability is a measure of the likelihood of an event occurring, given that another event has already occurred. It is used to calculate the probability of one event happening, taking into account the influence of other related events.

2. How is conditional probability calculated?

Conditional probability is calculated by dividing the probability of the joint occurrence of two events by the probability of the first event. This can be represented by the formula P(A|B) = P(A and B) / P(B), where A and B are two events.

3. What is the difference between conditional and unconditional probability?

Unconditional probability is the probability of an event occurring without any prior knowledge or conditions. Conditional probability takes into account the influence of other related events, and is calculated based on the assumption that a certain condition has already occurred.

4. How is conditional probability used in real life?

Conditional probability has many applications in real life, such as in the insurance industry to calculate the likelihood of certain events occurring based on previous data. It is also used in medical diagnosis, weather forecasting, and financial analysis.

5. What are some common misconceptions about conditional probability?

One common misconception is that conditional probability is the same as causation. Just because two events are related does not mean that one causes the other. Another misconception is that conditional probability is always lower than unconditional probability, when in fact it can be higher in certain cases.

Similar threads

Replies
20
Views
507
  • Set Theory, Logic, Probability, Statistics
Replies
10
Views
2K
  • Introductory Physics Homework Help
Replies
8
Views
261
  • Introductory Physics Homework Help
Replies
4
Views
1K
  • Introductory Physics Homework Help
Replies
19
Views
1K
  • Set Theory, Logic, Probability, Statistics
Replies
13
Views
479
  • Introductory Physics Homework Help
Replies
5
Views
658
  • Set Theory, Logic, Probability, Statistics
5
Replies
174
Views
9K
  • Introductory Physics Homework Help
Replies
4
Views
4K
  • Introductory Physics Homework Help
Replies
19
Views
1K
Back
Top