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popper-logic-scientific-discovery

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modified, namely, so as to demand no more than is needed to achieve<br />

this aim. Or to be more precise, my aim is the derivation of the<br />

Binomial Formula (sometimes called ‘Newton’s Formula’), in what I<br />

call its ‘third form’. For from this formula, Bernoulli’s theorem and the<br />

other limit theorems of probability theory can be obtained in the usual<br />

way.<br />

My plan is to work out first a frequency theory for finite classes, and to<br />

develop the theory, within this frame, as far as possible—that is, up to<br />

the derivation of the (‘first’) Binomial Formula. This frequency theory<br />

for finite classes turns out to be a quite elementary part of the theory of<br />

classes. It will be developed merely in order to obtain a basis for<br />

discussing the axiom of randomness.<br />

Next I shall proceed to infinite sequences, i.e. to sequences of events<br />

which can be continued indefinitely, by the old method of introducing<br />

an axiom of convergence, since we need something like it for our<br />

discussion of the axiom of randomness. And after deriving and examining<br />

Bernoulli’s theorem, I shall consider how the axiom of convergence might<br />

be eliminated, and what sort of axiomatic system we should be left with as<br />

the result.<br />

In the course of the mathematical derivation I shall use three different<br />

frequency symbols: F″ is to symbolize relative frequency in finite<br />

classes; F′ is to symbolize the limit of the relative frequencies of an<br />

infinite frequency-sequence; and finally F, is to symbolize objective<br />

probability, i.e. relative frequency in an ‘irregular’ or ‘random’ or<br />

‘chance-like’ sequence.<br />

52 RELATIVE FREQUENCY WITHIN A FINITE CLASS<br />

probability 143<br />

Let us consider a class α of a finite number of occurrences, for example<br />

the class of throws made yesterday with this particular die. This class α,<br />

which is assumed to be non-empty, serves, as it were, as a frame of<br />

reference, and will be called a (finite) reference-class. The number of<br />

elements belonging to α, i.e. its cardinal number, is denoted by ‘N(α)’,<br />

to be read ‘the number of α’. Now let there be another class, β, which<br />

may be finite or not. We will call β our property-class: it may be, for<br />

example, the class of all throws which show a five, or (as we shall say)<br />

which have the property five.

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