What is the probability of having a girl four times in a row?
One way to solve this problem is to set up the sample space as the set of all
possible sequences of births. For example, one possible sequence is (G,B,G,B),
where you get Girl followed by Boy followed by Girl followed by Boy. Overall,
there are sixteen possible sequences:
(G,G,G,G), (G,G,G,B), (B,B,B,G), (B,B,G,G), (G,B,G,G), (G,B,G,B), (G,B,B,G),
(G,B,B,B), (B,G,G,G), (B,G,G,B), (B,G,B,G), (B,G,B,B), (B,B,G,G), (B,B,G,B), (B,B,B,G),
(B,B,B,B)
Of these sixteen sequences, only the first sequence has four Girls. Since
each sequence would seem to have an equal probability, the logical inference is
that the probability of getting four straight Girls is 1/16.
What is the probability of getting exactly three Girls in four births? Now,
the calculation is not so simple. It turns out that of the sixteen sequences,
four of them have three Girls. The general answer to this question was given by
Pascal.
Pascal's Triangle
1 1
1 2 1
1 3 3 1
1 4 6 4 1
1 5 10 10 5 1
Each row of the triangle is constructed by adding the adjacent numbers in the
preceding row, and then putting a one on the far left and far right.
For example, the second row is 1 2 1. When we add 1 and 2, we get 3, which we
put in between them on the third row. Outside the two 3's, we extend the row by
putting a 1 to the left and to the right.
Question: What will be the contents of the sixth row of the
triangle ?
How else might we compute the probability of getting four Girls in a row? One
approach is to think in terms of a sequence of births, where as soon as you get
a Boy, you stop.
As a shortcut, we could say that the probability of having Girls on any one
throw is 1/2. The probability of getting four Girls in a row therefore is
(1/2)(1/2)(1/2(1/2), or (1/2)4.
A general approach to analyzing baby gender is called Pascal's triangle. The
triangle is a shortcut way to describe the sample space for the number of Girls
and Boys from a sequence of births. The first row says that with one birth, we
can have either all Girls (1) or all Boys (1).
The second row says that if we have two babies, we have one chance of getting
all Girls, two chances of getting one Girl and one Boy, and one chance of
getting all Boys.
The third row says that if we have three babies, we have one chance of
getting all Girls, three chances of getting one Girl and two Boys, three chances
of getting two Girls and one Boy, and one chance of getting three Boys. Since
the sum of the row is 8, the probability of getting two Girls and one Boy is
3/8.
Question: use the triangle to find the probability of
getting exactly three Girls in four births. What about exactly three Girls in
six births?
Implicitly, we are relying on the assumption that each birth is independent. When births are independent, it means that the probability of a baby being a girl does not depend in any way on previous births.
(Same probability works for determining having a boy four times in a row)