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Asymptotic Statistical Inference: A Basic Course Using R, Deshmukh Shailaja, Kulkarni Madhuri


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Автор: Deshmukh Shailaja, Kulkarni Madhuri
Название:  Asymptotic Statistical Inference: A Basic Course Using R
ISBN: 9789811590023
Издательство: Springer
Классификация:

ISBN-10: 9811590028
Обложка/Формат: Hardcover
Страницы: 529
Вес: 0.94 кг.
Дата издания: 08.08.2021
Язык: English
Издание: 1st ed. 2021
Иллюстрации: 19 illustrations, color; 1 illustrations, black and white; xviii, 529 p. 20 illus., 19 illus. in color.
Размер: 23.39 x 15.60 x 3.02 cm
Читательская аудитория: Professional & vocational
Подзаголовок: A basic course using r
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: The book presents the fundamental concepts from asymptotic statistical inference theory, elaborating on some basic large sample optimality properties of estimators and some test procedures. The book also discusses a score test and Wald`s test, their relationship with the likelihood ratio test and Karl Pearson`s chi-square test.


Asymptotic theory of statistics and probability

Автор: Dasgupta, Anirban
Название: Asymptotic theory of statistics and probability
ISBN: 0387759700 ISBN-13(EAN): 9780387759708
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This unique book delivers an encyclopedic treatment of classic as well as contemporary large sample theory, dealing with both statistical problems and probabilistic issues and tools.

Two-Scale Stochastic Systems / Asymptotic Analysis and Control

Автор: Kabanov Yuri, Pergamenshchikov Sergei
Название: Two-Scale Stochastic Systems / Asymptotic Analysis and Control
ISBN: 3540653325 ISBN-13(EAN): 9783540653325
Издательство: Springer
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Цена: 13974.00 р.
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Описание: Two-scale systems described by singularly perturbed SDEs have been the subject of ample literature. However, this new monograph develops subjects that were rarely addressed and could be given the collective description "Stochastic Tikhonov-Levinson theory and its applications." The book provides a mathematical apparatus designed to analyze the dynamic behaviour of a randomly perturbed system with fast and slow variables. In contrast to the deterministic Tikhonov-Levinson theory, the basic model is described in a more realistic way by stochastic differential equations. This leads to a number of new theoretical questions but simultaneously allows us to treat in a unified way a surprisingly wide spectrum of applications like fast modulations, approximate filtering, and stochastic approximation.

Asymptotic Theory of Statistical Inference for Time Series

Автор: Masanobu Taniguchi; Yoshihide Kakizawa
Название: Asymptotic Theory of Statistical Inference for Time Series
ISBN: 1461270286 ISBN-13(EAN): 9781461270287
Издательство: Springer
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Цена: 20962.00 р.
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Описание: The primary aim of this book is to provide modern statistical techniques and theory for stochastic processes. A wide variety of stochastic processes, including non-Gaussian linear processes, long-memory processes, nonlinear processes, non-ergodic processes and diffusion processes are described.

Statistical Tests Of Nonparametric Hypotheses: Asymptotic Theory

Автор: Pons Odile
Название: Statistical Tests Of Nonparametric Hypotheses: Asymptotic Theory
ISBN: 981453174X ISBN-13(EAN): 9789814531740
Издательство: World Scientific Publishing
Цена: 15048.00 р.
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Описание: An overview of the asymptotic theory of optimal nonparametric tests is presented in this book. It covers a wide range of topics: Neyman-Pearson and LeCam's theories of optimal tests, the theories of empirical processes and kernel estimators with extensions of their applications to the asymptotic behavior of tests for distribution functions, densities and curves of the nonparametric models defining the distributions of point processes and diffusions. With many new test statistics developed for smooth curves, the reliance on kernel estimators with bias corrections and the weak convergence of the estimators are useful to prove the asymptotic properties of the tests, extending the coverage to semiparametric models. They include tests built from continuously observed processes and observations with cumulative intervals.

Asymptotic Methods in Statistical Decision Theory

Автор: Lucien Le Cam
Название: Asymptotic Methods in Statistical Decision Theory
ISBN: 1461293693 ISBN-13(EAN): 9781461293699
Издательство: Springer
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Цена: 33401.00 р.
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Описание: Otherwise the reader is expected to possess some mathematical maturity, but not really a great deal of detailed mathematical knowledge. An "experiment" is a mathe- matical abstraction intended to describe the basic features of an observational process if that process is contemplated in advance of its implementation.

Asymptotic Optimal Inference for Non-ergodic Models

Автор: I. V. Basawa; D. J. Scott
Название: Asymptotic Optimal Inference for Non-ergodic Models
ISBN: 0387908102 ISBN-13(EAN): 9780387908106
Издательство: Springer
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Цена: 16070.00 р.
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Описание: This monograph contains a comprehensive account of the recent work of the authors and other workers on large sample optimal inference for non-ergodic models. The non-ergodic family of models can be viewed as an extension of the usual Fisher-Rao model for asymptotics, referred to here as an ergodic family.

Asymptotic Theory of Weakly Dependent Random Processes

Автор: Rio Emmanuel
Название: Asymptotic Theory of Weakly Dependent Random Processes
ISBN: 3662571919 ISBN-13(EAN): 9783662571910
Издательство: Springer
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Цена: 11878.00 р.
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Описание:

Introduction.- Variance of partial sums.- Algebraic moments. Elementary exponential inequalities.- Maximal inequalities and strong laws.- Central limit theorems.- Coupling and mixing.- Fuk-Nagaev inequalities, applications.- Empirical distribution functions.- Empirical processes indexed by classes of functions.- Irreducible Markov chains.- Appendices.- References.- Index.


Asymptotic Chaos Expansions in Finance

Автор: Nicolay, David
Название: Asymptotic Chaos Expansions in Finance
ISBN: 1447165055 ISBN-13(EAN): 9781447165057
Издательство: Springer
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Цена: 13974.00 р.
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Описание: Stochastic instantaneous volatility models such as Heston, SABR or SV-LMM have mostly been developed to control the shape and joint dynamics of the implied volatility surface.

Asymptotic Methods in Probability and Statistics with Applications

Автор: N. Balakrishnan; I.A.V.B. Ibragimov; V.B. Nevzorov
Название: Asymptotic Methods in Probability and Statistics with Applications
ISBN: 1461266637 ISBN-13(EAN): 9781461266631
Издательство: Springer
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Цена: 6986.00 р.
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Описание: The conference was organized jointly by St. Petersburg State University, St. Petersburg branch of Mathematical Institute, and the Euler Institute, and was partially sponsored by the Russian Foundation of Basic Researches.

Asymptotic Statistics

Автор: Petr Mandl; Marie Huskova
Название: Asymptotic Statistics
ISBN: 3790807702 ISBN-13(EAN): 9783790807707
Издательство: Springer
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Цена: 15372.00 р.
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Описание: Covering a wide range of topics in the field, this volume explores research in the detection of systematic changes, series of observation, robust regression analysis, numerical empirical processes and the related areas of actuarial sciences and mathematical programming.

Asymptotic Expansion of a Partition Function Related to the Sinh-Model

Автор: Borot Gaлtan, Guionnet Alice, Kozlowski Karol K.
Название: Asymptotic Expansion of a Partition Function Related to the Sinh-Model
ISBN: 3319814990 ISBN-13(EAN): 9783319814995
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book elaborates on the asymptotic behaviour, when N is large, of certain N-dimensional integrals which typically occur in random matrices, or in 1+1 dimensional quantum integrable models solvable by the quantum separation of variables.

Asymptotic Laws and Methods in Stochastics

Автор: Donald Dawson; Rafal Kulik; Mohamedou Ould Haye; B
Название: Asymptotic Laws and Methods in Stochastics
ISBN: 1493930753 ISBN-13(EAN): 9781493930753
Издательство: Springer
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Цена: 13275.00 р.
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Описание: "This book contains articles arising from a conference in honour of mathematician-statistician Miklaos Cseorgio on the occasion of his 80th birthday, held in Ottawa in July 2012"--Page 4 of cover.


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