Problem 7.28 Easy Free

Sum Seven With a Weighted Die

A six-sided die is weighted so that the probability of rolling the face with nn dots (1≤n≤61\le n\le 6) is proportional to nn, i.e. equal to nn divided by the total number of dots on the die. If this die is rolled twice independently, find the probability that the two rolls sum to 77.

Work it out, then compare with the answer.

SolutionShow the worked solution

The total number of dots is 1+2+⋯+6=211+2+\dots+6=21, so P(face n)=n21\mathbb{P}(\text{face } n)=\frac{n}{21} for 1≤n≤61\le n\le 6.

The sum is 77 exactly when the first roll is some i∈{1,…,6}i\in\{1,\dots,6\} and the second roll is 7−i7-i, which is also in {1,…,6}\{1,\dots,6\}. These six cases are disjoint. The rolls are independent, so

P(sum=7)=∑i=16i21⋅7−i21=1441∑i=16i(7−i).\mathbb{P}(\text{sum}=7)=\sum_{i=1}^{6}\frac{i}{21}\cdot\frac{7-i}{21} =\frac{1}{441}\sum_{i=1}^{6} i(7-i).

Evaluating the sum term by term gives

∑i=16i(7−i)=6+10+12+12+10+6=56.\sum_{i=1}^{6} i(7-i)=6+10+12+12+10+6=56 .

As a check, 7∑i−∑i2=7⋅21−91=567\sum i-\sum i^2=7\cdot 21-91=56. Therefore

P(sum=7)=56441=863≈0.127.\mathbb{P}(\text{sum}=7)=\frac{56}{441}=\frac{8}{63}\approx 0.127 .

This is slightly less than the fair-die value 16≈0.167\frac16\approx 0.167. The weighting favours high faces, and pairing a high face with a low one to make 77 is penalised.

863\boxed{\dfrac{8}{63}}

Key idea. The answer is the coefficient of x7x^7 in (121∑n=16nxn)2\bigl(\tfrac{1}{21}\sum_{n=1}^6 n x^n\bigr)^2. Computing that coefficient is the same as summing products over complementary pairs (i,7−i)(i,7-i).