Solving Binomial Dist. Exercise with n=64 & p=0.2 - Help Needed!

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Homework Help Overview

The discussion revolves around a problem involving the Binomial distribution, specifically with parameters n = 64 and p = 0.2. Participants are attempting to calculate the probability of a certain number of successes in a series of trials.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss calculating P(X=1) and question the correctness of their results. There is an exploration of the probability of at least one success, leading to the summation of probabilities for multiple successes.

Discussion Status

Some participants have provided feedback on calculations and interpretations, while others have suggested alternative ways to approach the problem. There is a recognition of the need to clarify the problem's requirements regarding "at least one passenger" being bumped.

Contextual Notes

Participants are working under a time constraint, as one mentioned needing to submit their work within four hours. There is also a reference to using Excel for calculations, indicating varying levels of familiarity with the Binomial distribution.

wiz0r
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The exercisie is in the attachment.

I am trying to solve it using a Binomial distribution, using n = 64, and p = 0.2.

P(X=1) =

(64) (0.2)^1 (0.8)^63
( 1)

and, I get that P(X=1) = 1.00434 * 10^-5

However, this does not seems correct, can anyone help me here?? I need to submit this in 4hours, so please help me. Thanks.
 

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Could the answer be: 0.030260441?
 
How did you calculate that number?
 
Seems OK to me. As you described it, you're looking for the probability of 1 success in 64 trials, where each trial has a 0.2 probability of success.

Another way to think about this is that you have a jar with 5 balls in it, with one white ball and four black balls. For each trial, you reach in (without looking) and pick out a ball and record its color, then put the ball back in. If you do this 64 times, what's the probability that you get 1 white ball out of 64 trials? It's pretty low.
 
wiz0r said:
The exercisie is in the attachment.

I am trying to solve it using a Binomial distribution, using n = 64, and p = 0.2.

P(X=1) =

(64) (0.2)^1 (0.8)^63
( 1)

and, I get that P(X=1) = 1.00434 * 10^-5

However, this does not seems correct, can anyone help me here?? I need to submit this in 4hours, so please help me. Thanks.

Now that I can see your attachment, what you calculated seems correct for P(X = 1), but this isn't the probability that the problem asks for, which is the probability that at least one passenger will get bumped.
 
Thanks for the input so far guys:

As for my last attempt:

After I careful read the problem, it says "at least one passenger..", so I assumed that it was either 1 passager needs to be "bumped", or 2, or 3, or 4, or 5, or 6.

So, I added the probabilities of:

P(X = 1) + P(X = 2) + P(X = 3) + P(X = 4) + P(X = 5) + P(X = 6)

And that's how I got the 0.030260441.
 
Yes, Mark44! Is it correct now??
 
Looks OK, assuming you calculated the individual probabilities correctly. For example, for P(X = 2) you have 64C2*(.2)2*(.8)62, right? (That number at the beginning works out to 64*63/2.)
 
Thank you, Mark. I did it with a formula using Excel, so I'm pretty sure it's correct. Thanks a lot!
 
  • #10
Actually, I had an error there, the correct answer is: 0.027605266.

My bad.
 
  • #11
Anyways, now that you've worked it out, it might interest you to know there's a cute shortcut -- what is the probability that nobody gets bumped?
 

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