Conditional probability problem - help need

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Discussion Overview

The discussion revolves around a conditional probability problem involving the number of hurricanes, with participants seeking assistance in calculating specific probabilities based on given data. The scope includes mathematical reasoning and technical explanation related to probability theory.

Discussion Character

  • Mathematical reasoning
  • Technical explanation
  • Homework-related

Main Points Raised

  • One participant presents a probability distribution for the number of hurricanes and poses several questions regarding conditional probabilities.
  • Another participant suggests a method for calculating the probability of observing 4 or more hurricanes given that 2 have already been observed, using the formula P(4)=P(2)*P(4|2).
  • A subsequent post questions whether additional probabilities for 5 and 6 hurricanes should be calculated and summed to answer the original question about 4 or more hurricanes.
  • A later reply acknowledges a mistake in the previous calculations regarding the probabilities and clarifies the correct approach for determining P(>=4|>=1) and P(>=2|>=1), providing updated values for these probabilities.

Areas of Agreement / Disagreement

Participants do not reach a consensus, as there are corrections made to earlier claims and differing interpretations of the problem requirements, particularly regarding the calculations for conditional probabilities.

Contextual Notes

Limitations include potential misunderstandings of the problem's requirements and the need for clarity on how to handle conditional probabilities based on previously observed events.

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hi

I got a stats problem infornt of me. I figured out that it is abaut conditional probability. But I am stuck :confused: .

# hurricanes 0 1 2 3 4 5 6
probability .25 .33 .24 .11 .04 .02 .01

prob >6 is 0
questions are independent.
a.) what is prob 2< X <5?
b.) 2 hurr are already observed. what is the prob for 4 or more?
c.) 1 hurr is already observed. what is the prob for at least 1 or more?
thanks
 
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Let us take b) as an example:

Now, we must have P(4)=P(2)*P(4|2)
P(4|2) is the one you are looking after; that is:

P(4|2)=P(4)/P(2)=0.04/0.24=4/24=1/6.
 
thanks arildno

but one doubt.
as the question asks for prob of 4 or more, do i have to find for 5 and 6 the same way and add the probs?
 
Dear oh dear, I made a grievous mistake here!

In the conditional probability, I should have used the "probability of getting a first hurricane", P(>=1), rather than "the prob of getting exactly 1 hurricane", P(1).
Sorry about that!

Now, P(>=1) equals the sum of the probabilities of non-zero events, i.e P(>=1)=0.75.
In addition, I misreadread in b) the probability to be that of EXACTLY 4, rather than 4 or more.

Thus, in b) P(>=4|>=1)=P(>=4)/P(>=1), P(>=4)=0.07

And in c)
P(>=2)|>=1)=P(>=2)/P(>=1), P(>=2)=0.42.
 
thanks a lot arildno
 

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