Calculating Probabilities for Poisson Distribution

Click For Summary

Homework Help Overview

The discussion revolves around calculating probabilities using the Poisson distribution, specifically in the context of phone calls received at a residence. The original poster presents two parts to the problem: determining the probability of receiving one or two calls during a 10-minute shower and finding the maximum shower duration such that the probability of receiving no calls is at most 0.5.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the calculation of probabilities using the Poisson distribution, with some questioning the original poster's approach to the mass function and the interpretation of the problem's requirements.

Discussion Status

There is an ongoing exploration of the calculations related to the probability of receiving one or two calls. Some participants have pointed out potential errors in the original poster's calculations and have provided hints for clarification. The second part of the problem appears to have reached a resolution regarding the time calculation, but the first part remains under discussion.

Contextual Notes

Participants note the importance of correctly interpreting the problem statement, particularly in distinguishing between the probabilities of receiving one call versus one or two calls. There is also mention of the relationship between the rate of calls and the time interval considered.

Bertrandkis
Messages
25
Reaction score
0

Homework Statement



Phone calls are received at Diane residence have a Poisson distribution with [tex]\lambda[/tex] =2.
a) If Diane takes a shower for 10 min, what is the probability that the phone rings Once or Twice.
b) How long can she shower if the probability of receiving no calls be at most 0.5

Homework Equations



The Attempt at a Solution


a) For 10 min interval [tex]\lambda[/tex] =2x(10/60)=0.33333
Probability that phone rings once-> P(X=1)= [tex]e^{-0.33333}[/tex] = 0.7166

The answer given in the book is 0.28 which it not what I am getting. Where did I go wrong?

b) P(X=0)=0.5= [tex]e^{-\Lambda}[/tex]
If I take ln of both sided I get [tex]{\Lambda}[/tex] =0.69314
The book says required time=20.79 min.
How do I get this time from the value of lambda i obtained earlier?
 
Physics news on Phys.org
Bertrandkis said:
Probability that phone rings once-> P(X=1)= [tex]e^{-0.33333}[/tex] = 0.7166
That is wrong. Check the def. of the mass func. of the Poisson distro.

The answer given in the book is 0.28 which it not what I am getting. Where did I go wrong?
Hint: The problem asks for the probability of receiving a call once or twice in ten minutes.

b) P(X=0)=0.5= [tex]e^{-\Lambda}[/tex]
If I take ln of both sided I get [tex]{\Lambda}[/tex] =0.69314
The book says required time=20.79 min.
How do I get this time from the value of lambda i obtained earlier?
You have that 2 calls per hour equals 0.69313 calls per x hours because they're the same ratio. Can you find x? (BTW: Diane can shower as long as she wants. The question should be: How long can Diane shower without receiving a call given that the prob. of not receiving a call is at most 0.5?)
 
I made a mistake here I ommited the multiplication by [tex]\lambda[/tex] hence the result I am getting is

Probability that phone rings once-> P(X=1)=0.3333*[tex]e^{-0.33333}[/tex]=0.2386 which is still different from 0.28 given in the book. How do I get to this value?
 
Bertrandkis said:
Probability that phone rings once-> P(X=1)=0.3333*[tex]e^{-0.33333}[/tex]=0.2386 which is still different from 0.28 given in the book. How do I get to this value?
Let me try this again:

HINT: The problem asks for the probability of receiving a call once or twice in ten minutes.
 
I managed to get the answer to the second part.an I got the time as 20.79.
But for the first part I the probability of 0.28 is the one for the phone to ring once as I said earlier.
The probability of the phone ringing ONCE or TWICE is not given.
Does this mean P(X<=2)?
 
Bertrandkis said:
The probability of the phone ringing ONCE or TWICE is not given.
That's because you're supposed to compute it.

Does this mean P(X<=2)?
No. That's the prob. of receive 0, 1, or 2 calls. The problem is asking for 1 or 2 calls.
 

Similar threads

Replies
6
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 32 ·
2
Replies
32
Views
3K
  • · Replies 11 ·
Replies
11
Views
2K
Replies
2
Views
2K
Replies
56
Views
6K
Replies
2
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
Replies
2
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K