Posts

Showing posts from September, 2020

Probability theory

Image
  Probability theory Like other  theories , the  theory of probability  is a representation of its concepts in formal terms—that is, in terms that can be considered separately from their meaning. These formal terms are manipulated by the rules of mathematics and logic, and any results are interpreted or translated back into the problem domain. There have been at least two successful attempts to formalize probability, namely the  Kolmogorov  formulation and the  Cox  formulation. In Kolmogorov's formulation (see also  probability space ),  sets  are interpreted as  events  and probability as a  measure  on a class of sets. In  Cox's theorem , probability is taken as a primitive (i.e., not further analyzed), and the emphasis is on constructing a consistent assignment of probability values to propositions. In both cases, the  laws of probability  are the same, except for technical details. There are o...