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Mathematical Statistics

- Basic Ideas and Selected Topics, Volume I, Second Edition
Af: PETER J. BICKEL, Kjell A. Doksum Engelsk Hardback

Mathematical Statistics

- Basic Ideas and Selected Topics, Volume I, Second Edition
Af: PETER J. BICKEL, Kjell A. Doksum Engelsk Hardback
Tjek vores konkurrenters priser

Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition presents fundamental, classical statistical concepts at the doctorate level. It covers estimation, prediction, testing, confidence sets, Bayesian analysis, and the general approach of decision theory. This edition gives careful proofs of major results and explains how the theory sheds light on the properties of practical methods.

The book first discusses non- and semiparametric models before covering parameters and parametric models. It then offers a detailed treatment of maximum likelihood estimates (MLEs) and examines the theory of testing and confidence regions, including optimality theory for estimation and elementary robustness considerations. It next presents basic asymptotic approximations with one-dimensional parameter models as examples. The book also describes inference in multivariate (multiparameter) models, exploring asymptotic normality and optimality of MLEs, Wald and Rao statistics, generalized linear models, and more.

Mathematical Statistics: Basic Ideas and Selected Topics, Volume II will be published in 2015. It will present important statistical concepts, methods, and tools not covered in Volume I.

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Tjek vores konkurrenters priser

Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition presents fundamental, classical statistical concepts at the doctorate level. It covers estimation, prediction, testing, confidence sets, Bayesian analysis, and the general approach of decision theory. This edition gives careful proofs of major results and explains how the theory sheds light on the properties of practical methods.

The book first discusses non- and semiparametric models before covering parameters and parametric models. It then offers a detailed treatment of maximum likelihood estimates (MLEs) and examines the theory of testing and confidence regions, including optimality theory for estimation and elementary robustness considerations. It next presents basic asymptotic approximations with one-dimensional parameter models as examples. The book also describes inference in multivariate (multiparameter) models, exploring asymptotic normality and optimality of MLEs, Wald and Rao statistics, generalized linear models, and more.

Mathematical Statistics: Basic Ideas and Selected Topics, Volume II will be published in 2015. It will present important statistical concepts, methods, and tools not covered in Volume I.

Produktdetaljer
Sprog: Engelsk
Sider: 576
ISBN-13: 9781498723800
Indbinding: Hardback
Udgave: 2
ISBN-10: 1498723802
Udg. Dato: 13 apr 2015
Længde: 40mm
Bredde: 261mm
Højde: 187mm
Forlag: Taylor & Francis Inc
Oplagsdato: 13 apr 2015
Forfatter(e) PETER J. BICKEL, Kjell A. Doksum


Kategori Sandsynlighedsregning og statistik


ISBN-13 9781498723800


Sprog Engelsk


Indbinding Hardback


Sider 576


Udgave 2


Længde 40mm


Bredde 261mm


Højde 187mm


Udg. Dato 13 apr 2015


Oplagsdato 13 apr 2015


Forlag Taylor & Francis Inc

Kategori sammenhænge