de Finetti's Theorem : Probability theory, Exchangeable random variables, Conditional independence, Latent variable, Bayesian probability, Probability distribution

Language: English

Published by Omniscriptum, 2010

6132829989 / 9786132829986

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nach der Bestellung gedruckt Neuware - Printed after ordering - Please note that the content of this book primarily consists of articlesavailable from Wikipedia or other free sources online. In probabilitytheory, de Finetti's theorem explains why exchangeable observations areconditionally independent given some latent variable to which anepistemic probability distribution would then be assigned. It is namedin honor of Bruno de Finetti. It states that an exchangeable sequence ofBernoulli random variables is a 'mixture' of independent and identicallydistributed Bernoulli random variables - while the individual variablesof the exchangeable sequence are not themselves i.i.d., onlyexchangeable, there is an underlying family of i.i.d. random variables.

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Title
de Finetti's Theorem : Probability theory, Exchangeable random variables, Conditional independence, Latent variable, Bayesian probability, Probability distribution
Author
Frederic P. Miller
Publisher
Omniscriptum
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
6132829989
ISBN 13
9786132829986
Item weight
167 grams
Dimensions
220x150x6 mm

AHA-BUCH GmbH

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