A System of Logic: Ratiocinative and Inductive, 7th Edition, Vol. II
John Stuart Mill · en
The common and natural impression is in favour of D'Alembert: the
regular series would be thought much more unlikely than an irregular.
But this common impression is, I apprehend, merely grounded on the fact,
that scarcely anybody remembers to have ever seen one of these peculiar
coincidences: the reason of which is simply that no one's experience
extends to anything like the number of trials, within which that or any
other given combination of events can be expected to happen. The chance
of sixes on a single throw of two dice being 1/36, the chance of sixes
ten times in succession is 1 divided by the tenth power of 36; in other
words, such a concurrence is only likely to happen once in
3,656,158,440,062,976 trials, a number which no dice-player's experience
comes up to a millionth part of. But if, instead of sixes ten times, any
other given succession of ten throws had been fixed upon, it would have
been exactly as unlikely that in any individual's experience that
particular succession had ever occurred; although this does not _seem_
equally improbable, because no one could possibly have remembered
whether it had occurred or not, and because the comparison is tacitly
made, not between sixes ten times and any one particular series of
throws, but between all regular and all irregular successions taken
together.
That (as D'Alembert says) if the succession of sixes was actually thrown
before our eyes, we should ascribe it not to chance, but to unfairness
in the dice, is unquestionably true. But this arises from a totally
different principle. We should then be considering, not the probability
of the fact in itself, but the comparative probability with which, when
it is known to have happened, it may be referred to one or to another
cause. The regular series is not at all less likely than the irregular
one to be brought about by chance, but it is much more likely than the
irregular one to be produced by design; or by some general cause
operating through the structure of the dice. It is the nature of casual
combinations to produce a repetition of the same event, as often and no
oftener than any other series of events. But it is the nature of general
causes to reproduce, in the same circumstances, always the same event.
Common sense and science alike dictate that, all other things being the
same, we should rather attribute the effect to a cause which if real
would be very likely to produce it, than to a cause which would be very
unlikely to produce it. According to Laplace's sixth theorem, which we
demonstrated in a former chapter, the difference of probability arising
from the superior _efficacy_ of the constant cause, unfairness in the
dice, would after a very few throws far outweigh any antecedent
probability which there could be against its existence.