
Probability Theory

in the policeman’s syllogism (1.5), whether the plausibility for A increases by a large amount, raising it almost to certainty; or only a negligibly small amount, making the data B almost irrelevant? The object of the present work is to develop the mathematical theory which answers such questions, in the greatest depth and generality now possible.
G. Larry Bretthorst • Probability Theory
We won’t try to understand it all at once, but we shall feel that progress has been made if we are able to construct idealized mathematical models which reproduce a few of its features.
G. Larry Bretthorst • Probability Theory
Any successful model, even though it may reproduce only a few features of common sense, will prove to be a powerful extension of common sense in some field of application.
G. Larry Bretthorst • Probability Theory
principles of logic, and not the principles of psychology or neurophysiology.
G. Larry Bretthorst • Probability Theory
Good mathematicians see analogies between theorems; great mathematicians see analogies between analogies.
G. Larry Bretthorst • Probability Theory
We can make progress only if we dissect it into little pieces and study them separately. Sometimes, we can invent a mathematical model which reproduces several features of one of these pieces, and whenever this happens we feel that progress has been made. These models are called physical theories.
G. Larry Bretthorst • Probability Theory
this shows us how to ‘build a machine’, (i.e. write a computer program) which operates on incomplete information and, by applying quantitative versions of the above weak syllogisms, does plausible reasoning instead of deductive reasoning.
G. Larry Bretthorst • Probability Theory
The evidence did not make the gentleman’s dishonesty certain, but it did make it extremely plausible.
G. Larry Bretthorst • Probability Theory
The evidence does not prove that A is true, but verification of one of its consequences does give us more confidence in A.