Introduction to Mathematical Statistics

Robert V. Hogg, Joseph W. McKean, Allen Craig

700 pages, parution le 21/09/2004 (6^eme édition)

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Résumé

For one or two-semester, undergraduate mathematical statistics course, or for beginning graduate courses in mathematical statistics.

This classic text retains its outstanding features and continues to provide students with excellent background in the mathematics of statistics. Extensively revised with three new chapters.

New To This Edition

Three added chapters-Covers nonparametric procedures for the location models and simple linear regression, Ch. 10; a brief introduction to Bayesian methods, Ch. 11; and a comparison of robust and traditional least squares methods for linear models, Ch. 12.
Expanded chapter on maximum likelihood procedures-Discusses and applies the EM algorithm to several maximum likelihood situations.
Offers students a complete theory of estimation and testing.
A more complete discussion of Monte Carlo procedures.
Added section on bootstrap confidence intervals and tests.
Helps students understand the bootstrap methods used throughout the book.
Improved format and presentation-Features many theorems, definitions, and examples in bold faced type.
Makes it easier for students to find various items because more definitions, equations, and theorems are given by chapter section, and display numbers.
Expanded reference list.
Enables students and instructors to find the original source better.
Improved organization of content-Features added exercises and examples.

L'auteur - Robert V. Hogg

Robert V. Hogg, University of Iowa

L'auteur - Joseph W. McKean

Joseph W. McKean, Western Michigan University

L'auteur - Allen Craig

Allen Craig, Deceased

Sommaire

Probability and Distribution
Multivariate Distributions
Some Special Distributions
Unbiasedness, Consistency, and Limiting Distributions
Introduction to Inference
Maximum Likelihood Methods
Sufficiency
Optimal Tests of Hypotheses
Inferences about Normal Models
Nonparametric Statistics
Bayesian Statistics
Linear Models

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Prentice Hall
Auteur(s)	Robert V. Hogg, Joseph W. McKean, Allen Craig
Parution	21/09/2004
Édition	6^eme édition
Nb. de pages	700
Format	18 x 23,5
Couverture	Broché
Poids	1020g
Intérieur	Noir et Blanc
EAN13	9780131226050
ISBN13	978-0-13-122605-0