A Philosophical Essay on ProbabilitiesLaplace, Pierre Simon, marquis de
Philosophy
A Philosophical Essay on Probabilities
Laplace, Pierre Simon, marquis de
Probabilities
This is the place to define the word _extraordinary_. We arrange in our
thought all possible events in various classes; and we regard as
_extraordinary_ those classes which include a very small number. Thus at
the play of heads and tails the occurrence of heads a hundred successive
times appears to us extraordinary because of the almost infinite number
of combinations which may occur in a hundred throws; and if we divide
the combinations into regular series containing an order easy to
comprehend, and into irregular series, the latter are incomparably more
numerous. The drawing of a white ball from an urn which among a million
balls contains only one of this color, the others being black, would
appear to us likewise extraordinary, because we form only two classes of
events relative to the two colors. But the drawing of the number 475813,
for example, from an urn that contains a million numbers seems to us an
ordinary event; because, comparing individually the numbers with one
another without dividing them into classes, we have no reason to believe
that one of them will appear sooner than the others.
From what precedes, we ought generally to conclude that the more
extraordinary the event, the greater the need of its being supported by
strong proofs. For those who attest it, being able to deceive or to have
been deceived, these two causes are as much more probable as the reality
of the event is less. We shall see this particularly when we come to
speak of the probability of testimony.
_Seventh Principle._—The probability of a future event is the sum of the
products of the probability of each cause, drawn from the event
observed, by the probability that, this cause existing, the future event
will occur. The following example will illustrate this principle.
Let us imagine an urn which contains only two balls, each of which may
be either white or black. One of these balls is drawn and is put back
into the urn before proceeding to a new draw. Suppose that in the first
two draws white balls have been drawn; the probability of again drawing
a white ball at the third draw is required.
Only two hypotheses can be made here: either one of the balls is white
and the other black, or both are white. In the first hypothesis the
probability of the event observed is ¼; it is unity or certainty in the
second. Thus in regarding these hypotheses as so many causes, we shall
have for the sixth principle ⅕ and ⅘ for their respective probabilities.
But if the first hypothesis occurs, the probability of drawing a white
ball at the third draw is ½; it is equal to certainty in the second
hypothesis; multiplying then the last probabilities by those of the
corresponding hypotheses, the sum of the products, or 9/10, will be the
probability of drawing a white ball at the third draw.
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