Introductory Statistical Inference - Brossura

Mukhopadhyay, Nitis

 
9780367391157: Introductory Statistical Inference
Brossura
ISBN 10: 0367391155 ISBN 13: 9780367391157
Casa editrice: Routledge, 2019

Sinossi

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 distributions, and standard probability inequalities. It develops the Helmert transformation for normal distributions, introduces the notions of convergence, and spotlights the central limit theorems. Coverage highlights sampling distributions, Basu's theorem, Rao-Blackwellization and the Cramér-Rao inequality. The text also provides in-depth coverage of Lehmann-Scheffé theorems, focuses on tests of hypotheses, describes Bayesian methods and the Bayes' estimator, and develops large-sample inference. The author provides a historical context for statistics and statistical discoveries and answers to a majority of the end-of-chapter exercises. Designed primarily for a one-semester, first-year graduate course in probability and statistical inference, this text serves readers from varied backgrounds, ranging from engineering, economics, agriculture, and bioscience to finance, financial mathematics, operations and information management, and psychology.

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Informazioni sull?autore

Mukhopadhyay, Nitis

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Routledge
Data di pubblicazione
2019
Lingua
Inglese
ISBN 10 
0367391155
ISBN 13 
9780367391157
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
304
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

9781574446135: Introductory Statistical Inference

Edizione in evidenza

ISBN 10:  1574446134 ISBN 13:  9781574446135
Casa editrice: Chapman and Hall/CRC, 2006
Rilegato