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Introductory statistical inference

This gracefully organized text reveals the rigorous theory of probability and statistical inference in the style of a tutorial, using worked examples, exercises, figures, tables, and computer simulations to develop and illustrate concepts. Drills and boxed summaries emphasize and reinforce important...

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Detalles Bibliográficos
Autor principal: Mukhopadhyay, Nitis
Lenguaje:eng
Publicado: Taylor and Francis 2014
Materias:
Acceso en línea:http://cds.cern.ch/record/1668273
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author Mukhopadhyay, Nitis
author_facet Mukhopadhyay, Nitis
author_sort Mukhopadhyay, Nitis
collection CERN
description This gracefully organized text reveals the rigorous theory of probability and statistical inference in the style of a tutorial, using worked examples, exercises, figures, tables, and computer simulations to develop and illustrate concepts. Drills and boxed summaries emphasize and reinforce important ideas and special techniques.Beginning with a review of the basic concepts and methods in probability theory, moments, and moment generating functions, the author moves to more intricate topics. Introductory Statistical Inference studies multivariate random variables, exponential families of dist
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2014
publisher Taylor and Francis
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spelling cern-16682732021-04-21T21:14:44Zhttp://cds.cern.ch/record/1668273engMukhopadhyay, NitisIntroductory statistical inferenceMathematical Physics and MathematicsThis gracefully organized text reveals the rigorous theory of probability and statistical inference in the style of a tutorial, using worked examples, exercises, figures, tables, and computer simulations to develop and illustrate concepts. Drills and boxed summaries emphasize and reinforce important ideas and special techniques.Beginning with a review of the basic concepts and methods in probability theory, moments, and moment generating functions, the author moves to more intricate topics. Introductory Statistical Inference studies multivariate random variables, exponential families of distTaylor and Francisoai:cds.cern.ch:16682732014
spellingShingle Mathematical Physics and Mathematics
Mukhopadhyay, Nitis
Introductory statistical inference
title Introductory statistical inference
title_full Introductory statistical inference
title_fullStr Introductory statistical inference
title_full_unstemmed Introductory statistical inference
title_short Introductory statistical inference
title_sort introductory statistical inference
topic Mathematical Physics and Mathematics
url http://cds.cern.ch/record/1668273
work_keys_str_mv AT mukhopadhyaynitis introductorystatisticalinference