The principles of science : $b a treatise on logic and scientific methodJevons, William Stanley
Philosophy
The principles of science : $b a treatise on logic and scientific method
Jevons, William Stanley
Logic; Science -- Methodology
To illustrate more precisely the method of solving the problem, it
is desirable to adopt some concrete mode of representation, and the
ballot-box, so often employed by mathematicians, will best serve
our purpose. Let the happening of any event be represented by the
drawing of a white ball from a ballot-box, while the failure of an
event is represented by the drawing of a black ball. Now, in the
inductive problem we are supposed to be ignorant of the contents of
the ballot-box, and are required to ground all our inferences on our
experience of those contents as shown in successive drawings. Rude
common sense would guide us nearly to a true conclusion. Thus, if we
had drawn twenty balls one after another, replacing the ball after each
drawing, and the ball had in each case proved to be white, we should
believe that there was a considerable preponderance of white balls in
the urn, and a probability in favour of drawing a white ball on the
next occasion. Though we had drawn white balls for thousands of times
without fail, it would still be possible that some black balls lurked
in the urn and would at last appear, so that our inferences could never
be certain. On the other hand, if black balls came at intervals, we
should expect that after a certain number of trials the black balls
would appear again from time to time with somewhat the same frequency.
The mathematical solution of the question consists in little more
than a close analysis of the mode in which our common sense proceeds.
If twenty white balls have been drawn and no black ball, my common
sense tells me that any hypothesis which makes the black balls in
the urn considerable compared with the white ones is improbable; a
preponderance of white balls is a more probable hypothesis, and as a
deduction from this more probable hypothesis, I expect a recurrence
of white balls. The mathematician merely reduces this process of
thought to exact numbers. Taking, for instance, the hypothesis that
there are 99 white and one black ball in the urn, he can calculate the
probability that 20 white balls would be drawn in succession in those
circumstances; he thus forms a definite estimate of the probability
of this hypothesis, and knowing at the same time the probability of a
white ball reappearing if such be the contents of the urn, he combines
these probabilities, and obtains an exact estimate that a white ball
will recur in consequence of this hypothesis. But as this hypothesis
is only one out of many possible ones, since the ratio of white and
black balls may be 98 to 2, or 97 to 3, or 96 to 4, and so on, he has
to repeat the estimate for every such possible hypothesis. To make the
method of solving the problem perfectly evident, I will describe in the
next section a very simple case of the problem, originally devised for
the purpose by Condorcet, which was also adopted by Lacroix,[167] and
has passed into the works of De Morgan, Lubbock, and others.
Public-domain text, read in full here on John Shaqi.
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