Expected minimum lottery number

In Lotto Max, 7 distinct winning numbers are selected at random from 1 to 49, inclusive.

What is the expected value of the smallest winning number?


The answer is 6.25.

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1 solution

Ariel Gershon
Sep 21, 2017

I'll solve this problem in general, where b b distinct numbers are chosen from 1 1 to a a . Let E ( a , b ) E(a,b) represent the expected value.

In order to find the expected value, we need to find the probability of k k being the smallest number, where 1 k a 1 \le k \le a . If k k is the smallest number, that leaves a k a-k possibilities for the other b 1 b-1 numbers. Hence the number of combinations where k k is the smallest chosen number is given by: ( a k b 1 ) \displaystyle\binom{a-k}{b-1} . And the total number of possible combinations is ( a b ) \displaystyle\binom{a}{b} .

Hence, the expected value is given by: E ( a , b ) = 1 ( a b ) k = 1 a k ( a k b 1 ) E(a,b) = \dfrac{1}{\binom{a}{b}} \sum_{k=1}^{a} k \binom{a-k}{b-1} Now I say that k = 1 a k ( a k b 1 ) = ( a + 1 b + 1 ) \displaystyle\sum_{k=1}^{a} k \displaystyle\binom{a-k}{b-1} = \displaystyle\binom{a+1}{b+1} . Why? This can be proved algebraically, or combinatorially. I'll give you the latter. Clearly ( a + 1 b + 1 ) \displaystyle\binom{a+1}{b+1} is the number of ways to choose b + 1 b+1 objects out of a + 1 a+1 objects. To count it another way, let k + 1 k+1 represent the 2 n d 2^{nd} smallest number chosen. Then there are k k choices for the smallest number, and the number of ways to choose the rest of the objects is ( ( a + 1 ) ( k + 1 ) b 1 ) = ( a k b 1 ) \displaystyle\binom{(a+1)-(k+1)}{b-1} = \displaystyle\binom{a-k}{b-1} . Hence the number of ways to choose b + 1 b+1 objects out of a + 1 a+1 objects can also be calculated as k = 1 a k ( a k b 1 ) \displaystyle\sum_{k=1}^{a} k \displaystyle\binom{a-k}{b-1} . \square

Therefore E ( a , b ) = ( a + 1 b + 1 ) ( a b ) E(a,b) = \dfrac{\displaystyle\binom{a+1}{b+1}}{\displaystyle\binom{a}{b}} . Using the factorial expansions, this can be simplified to E ( a , b ) = a + 1 b + 1 E(a,b) = \dfrac{a+1}{b+1} .

So, for this particular problem, we have E ( 49 , 7 ) = 50 8 = 6.25 E(49, 7) = \dfrac{50}{8} = \boxed{6.25} .

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