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A Probability Course for the Actuaries A Preparation for Exam P/1

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44 COUNTING AND COMBINATORICS<br />

(b) P (6, 2) = 30 ways<br />

(c) C(6, 3) = 20 different ways<br />

As an application of combination we have <strong>the</strong> following <strong>the</strong>orem which provides<br />

an expansion of (x + y) n , where n is a non-negative integer.<br />

Theorem 4.4 (Binomial Theorem)<br />

Let x and y be variables, and let n be a non-negative integer. Then<br />

(x + y) n =<br />

n∑<br />

C(n, k)x n−k y k<br />

k=0<br />

where C(n, k) will be called <strong>the</strong> binomial coefficient.<br />

Proof.<br />

The proof is by induction on n.<br />

Basis of induction: For n = 0 we have<br />

(x + y) 0 =<br />

0∑<br />

C(0, k)x 0−k y k = 1.<br />

k=0<br />

Induction hypo<strong>the</strong>sis: Suppose that <strong>the</strong> <strong>the</strong>orem is true up to n. That is,<br />

(x + y) n =<br />

n∑<br />

C(n, k)x n−k y k<br />

k=0<br />

Induction step: Let us show that it is still true <strong>for</strong> n + 1. That is<br />

∑n+1<br />

(x + y) n+1 = C(n + 1, k)x n−k+1 y k .<br />

k=0

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