Problem 10.1 Easy Free

Stopping at the First Boy

On a distant planet, every couple keeps having children until they have a boy, then stops. Births are independent and each child is equally likely to be a boy or a girl. Across the whole population, what proportion of all children are boys, in the long run?

Work it out, then compare with the answer.

SolutionShow the worked solution

Key idea. The stopping rule decides how many children a family has, but not the sex of any single birth.

Consider nn families. Each family stops at its first boy, so each has exactly one boy. Let GiG_i be the number of girls in family ii. The family has Gi=kG_i=k when its first kk children are girls and the next is a boy, so

P(Gi=k)=(12)k+1,k=0,1,2,…,\mathbb{P}(G_i=k)=\left(\tfrac12\right)^{k+1},\qquad k=0,1,2,\dots,

and

E[Gi]=∑k≥0k2k+1=1.\mathbb{E}[G_i]=\sum_{k\ge 0}\frac{k}{2^{k+1}}=1 .

The GiG_i are i.i.d. In these nn families there are nn boys and G1+⋯+GnG_1+\dots+G_n girls. The proportion of boys is therefore

nn+∑i=1nGi=11+1n∑i=1nGi  ⟶  11+E[G1]=12\frac{n}{n+\sum_{i=1}^n G_i}=\frac{1}{1+\frac1n\sum_{i=1}^n G_i} \;\longrightarrow\;\frac{1}{1+\mathbb{E}[G_1]}=\frac12

almost surely, by the strong law of large numbers.

Alternative. Every birth is an independent fair coin flip, whatever the reproductive rule. Over the whole population the births form one long sequence of fair flips, so the long-run fraction of boys is 12\tfrac12.

Remark. What converges to 12\tfrac12 is the population ratio. It is not the average of the per-family proportions. A family with GG girls has a fraction 1/(G+1)1/(G+1) of boys, and

E ⁣[1G+1]=∑k≥01(k+1)2k+1=ln⁡2≈0.693.\mathbb{E}\!\left[\frac{1}{G+1}\right]=\sum_{k\ge0}\frac{1}{(k+1)2^{k+1}}=\ln 2\approx 0.693 .

This average is high because the many small all-boy families each count as much as the rarer large families.

12\boxed{\tfrac12}