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About Surajit Basu
Expertise
I can answer questions about applications of probability. I cannot answer questions on statistics and distributions.

Experience
I help out chidren. I solve problems/ puzzles regularly.

Education/Credentials
B. Tech., Computer Science, IIT Kanpur, India MBA, Finance/Systems, IIM Calcutta, India

 
   

You are here:  Experts > Science > Mathematics > Probability & Statistics > Probability

Probability & Statistics - Probability


Expert: Surajit Basu - 5/18/2008

Question
A die is thrown 20 times and a success is defined as a one or a six on the upface of the die.

Use the binomial distribution to determine the probability of getting exactly five successes in the 20 trials.

Answer
what are the chances of getting a one/six ? 2 out of 6 ways.
So probability of success = p(E) = 2/6
probability of failure = 1-p(E) = 4/6 = P(F), say.

In how many ways can we get 5 successes in 20 trials
E E E E E and then 15 Fs
E E E E 15 Fs and an E
and many other combinations

For each of these ways, the chance is
P(E) * P(E) * P(E) * P(E) * P(E) * P(F)to the power 15, i.e.
P(E)to the power 5 * P(F)to the power 15

But how many combinations are there?
Imagine a line with 20 spots, choose 5 to place E
there are 20 C 5 ways of doing that ( 20!/15! 5!)

So, the overall chances are:
( 20!/15! 5!) * P(E)to the power 5 * P(F)to the power 15!


not clear?
write to surajit@gmail.com  

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