probability space - traducción al ruso
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probability space - traducción al ruso

MATHEMATICAL CONCEPT
Countable additivity probability axiom; Event space; Probability Space; Probability triple; Probability spaces
  • Probability space for throwing a die twice in succession: The sample space <math>\Omega</math> consists of all 36 possible outcomes; three different events (colored polygons) are shown, with their respective probabilities (assuming a [[discrete uniform distribution]]).

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поле событий (в теории вероятности)
probability space         
пространство вероятностей
probability space         

математика

поле вероятностей

Definición

ЕВРОПЕЙСКОЕ КОСМИЧЕСКОЕ АГЕНТСТВО
(ЕКА) , международная организация 10 стран. Создана в 1975. Разрабатывает космические аппараты (КА) коммерческого и хозяйственно-прикладного назначения. ЕКА имеет сеть станций слежения за полетом космических аппаратов с центром управления в Дармштадте (Германия).

Wikipedia

Probability space

In probability theory, a probability space or a probability triple ( Ω , F , P ) {\displaystyle (\Omega ,{\mathcal {F}},P)} is a mathematical construct that provides a formal model of a random process or "experiment". For example, one can define a probability space which models the throwing of a die.

A probability space consists of three elements:

  1. A sample space, Ω {\displaystyle \Omega } , which is the set of all possible outcomes.
  2. An event space, which is a set of events, F {\displaystyle {\mathcal {F}}} , an event being a set of outcomes in the sample space.
  3. A probability function, P {\displaystyle P} , which assigns each event in the event space a probability, which is a number between 0 and 1.

In order to provide a sensible model of probability, these elements must satisfy a number of axioms, detailed in this article.

In the example of the throw of a standard die, we would take the sample space to be { 1 , 2 , 3 , 4 , 5 , 6 } {\displaystyle \{1,2,3,4,5,6\}} . For the event space, we could simply use the set of all subsets of the sample space, which would then contain simple events such as { 5 } {\displaystyle \{5\}} ("the die lands on 5"), as well as complex events such as { 2 , 4 , 6 } {\displaystyle \{2,4,6\}} ("the die lands on an even number"). Finally, for the probability function, we would map each event to the number of outcomes in that event divided by 6 – so for example, { 5 } {\displaystyle \{5\}} would be mapped to 1 / 6 {\displaystyle 1/6} , and { 2 , 4 , 6 } {\displaystyle \{2,4,6\}} would be mapped to 3 / 6 = 1 / 2 {\displaystyle 3/6=1/2} .

When an experiment is conducted, we imagine that "nature" "selects" a single outcome, ω {\displaystyle \omega } , from the sample space Ω {\displaystyle \Omega } . All the events in the event space F {\displaystyle {\mathcal {F}}} that contain the selected outcome ω {\displaystyle \omega } are said to "have occurred". This "selection" happens in such a way that if the experiment were repeated many times, the number of occurrences of each event, as a fraction of the total number of experiments, would most likely tend towards the probability assigned to that event by the probability function P {\displaystyle P} .

The Soviet mathematician Andrey Kolmogorov introduced the notion of probability space, together with other axioms of probability, in the 1930s. In modern probability theory there are a number of alternative approaches for axiomatization – for example, algebra of random variables.

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