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E-net (probability theory)
Encyclopedia
An
-net is any of several related concepts in mathematics
, and has a particular meaning in probability theory
where it is used in desription of the approximation of one probability distribution by another.
be a probability distribution
over some set
. An
-net for a class
of subsets of
is any subset
such that
for any![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-8.gif)
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-9.gif)
Intuitively
approximates the probability distribution.
A stronger notion is
-approximation. An
-approximation for class
is a subset
such that for any
it holds
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-1.gif)
Mathematics
Mathematics is the study of quantity, space, structure, and change. Mathematicians seek out patterns and formulate new conjectures. Mathematicians resolve the truth or falsity of conjectures by mathematical proofs, which are arguments sufficient to convince other mathematicians of their validity...
, and has a particular meaning in probability theory
Probability theory
Probability theory is the branch of mathematics concerned with analysis of random phenomena. The central objects of probability theory are random variables, stochastic processes, and events: mathematical abstractions of non-deterministic events or measured quantities that may either be single...
where it is used in desription of the approximation of one probability distribution by another.
Theory
Let![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-2.gif)
Probability distribution
In probability theory, a probability mass, probability density, or probability distribution is a function that describes the probability of a random variable taking certain values....
over some set
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-3.gif)
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-4.gif)
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-5.gif)
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-6.gif)
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-7.gif)
for any
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-8.gif)
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-9.gif)
Intuitively
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-10.gif)
A stronger notion is
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-11.gif)
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-12.gif)
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-13.gif)
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-14.gif)
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-15.gif)
![](http://image.absoluteastronomy.com/images/formulas/3/2/5326156-16.gif)