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Statistics for Decision- Making in Business - Maricopa Community ...

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( )<br />

There is only a .9% chance that the three gang members all come from the presumed gang. The<br />

detective should consider more evidence to narrow down the search results be<strong>for</strong>e mak<strong>in</strong>g<br />

assumptions.<br />

Example 4: A bus<strong>in</strong>ess creates a new system to keep track of client relations, such that<br />

<strong>in</strong><strong>for</strong>mation about the client and a particular orders placed can be accessed by a nonrepeat<strong>in</strong>g,<br />

four character or digit number. For <strong>in</strong>stance, KA23 and<br />

AK23 are possible codes. Any code conta<strong>in</strong><strong>in</strong>g only letters<br />

will be reserved <strong>for</strong> large clients. How many such codes of<br />

non-repeat<strong>in</strong>g letters can they make available, and<br />

assum<strong>in</strong>g all such codes will eventually be used up what<br />

percentage of the company‟s clients will be considered<br />

large clients<br />

SOLUTION: There are 26 letters <strong>in</strong> the alphabet and, of<br />

those, four will comprise a s<strong>in</strong>gle, large-client code. There<br />

are<br />

different codes without the same<br />

letters be<strong>in</strong>g repeated, but where order does matter.<br />

In order to know what percentage (or probability) of the total number of possible codes this<br />

represents, we need to compute the total number of codes that can be <strong>for</strong>med, where no letter or<br />

number is repeated, but where order does matter. This is precisely what permutations are <strong>for</strong>.<br />

S<strong>in</strong>ce there are 26 letters and 10 numbers, a total of 36 different “symbols” can be selected from.<br />

The number of permutations is<br />

total different codes 1 without the same letters or numbers be<strong>in</strong>g repeated, but<br />

where order does matter.<br />

So, the percentage/probability, then, is:<br />

( )<br />

We conclude that 25% of all clients (the large clients) will have completely alphabetical codes.<br />

1 Notice that the <strong>in</strong>crease <strong>in</strong> the number of possibilities after <strong>in</strong>creas<strong>in</strong>g the size of the sample space is not<br />

proportional to the <strong>in</strong>crease amount. The growth is actually exponential, not l<strong>in</strong>ear.<br />

<strong>Statistics</strong> <strong>for</strong> <strong>Decision</strong>-<strong>Mak<strong>in</strong>g</strong> <strong>in</strong> Bus<strong>in</strong>ess © Milos Podmanik Page 127

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