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Show how the derivation of the binomial probabilities P{X=i}=nipi(1-p)n-i,i=0,…,nleads to a proof of the binomial theorem (x+y)n=∑i=0nnixiyn-iwhen xand yare nonnegative.

Hint: Let p=xx+y.

Short Answer

Expert verified

Assume the hint and the point that the totality of all possible probabilities must equal one.

Step by step solution

01

Given information

Given that,

The derivation of the binomial probabilities

P{X=i}=nipi(1-p)n-i,i=0,…,n

02

Calculation

Define random variable Xthat is Binomial with parameters nand p=xx+y. We know that the totality of all possible probabilities is equal to one, i.e.

1=∑k=0nnkpk(1-p)n-k

Substitute p=xx+yand 1-p=yx+yto obtain that

1=∑k=0nnkxx+ykyx+yn-k

Assume out (x+y)in the nominator out of the totality to obtain that

(x+y)n=∑k=0nnkxkyn-k

So we have proved the binomial theorem.

03

Final answer

We have proved the binomial theorem.

Assume the hint and the point that the totality of all possible probabilities must equal one.

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