Asymptotics in Statistics

Asymptotics in Statistics
Author :
Publisher : Springer Science & Business Media
Total Pages : 299
Release :
ISBN-10 : 9781461211662
ISBN-13 : 1461211662
Rating : 4/5 (62 Downloads)

Synopsis Asymptotics in Statistics by : Lucien Le Cam

This is the second edition of a coherent introduction to the subject of asymptotic statistics as it has developed over the past 50 years. It differs from the first edition in that it is now more 'reader friendly' and also includes a new chapter on Gaussian and Poisson experiments, reflecting their growing role in the field. Most of the subsequent chapters have been entirely rewritten and the nonparametrics of Chapter 7 have been amplified. The volume is not intended to replace monographs on specialized subjects, but will help to place them in a coherent perspective. It thus represents a link between traditional material - such as maximum likelihood, and Wald's Theory of Statistical Decision Functions -- together with comparison and distances for experiments. Much of the material has been taught in a second year graduate course at Berkeley for 30 years.

Asymptotic Expansions of Integrals

Asymptotic Expansions of Integrals
Author :
Publisher : Courier Corporation
Total Pages : 453
Release :
ISBN-10 : 9780486650821
ISBN-13 : 0486650820
Rating : 4/5 (21 Downloads)

Synopsis Asymptotic Expansions of Integrals by : Norman Bleistein

Excellent introductory text, written by two experts, presents a coherent and systematic view of principles and methods. Topics include integration by parts, Watson's lemma, LaPlace's method, stationary phase, and steepest descents. Additional subjects include the Mellin transform method and less elementary aspects of the method of steepest descents. 1975 edition.

Asymptotic Statistics

Asymptotic Statistics
Author :
Publisher : Cambridge University Press
Total Pages : 470
Release :
ISBN-10 : 0521784506
ISBN-13 : 9780521784504
Rating : 4/5 (06 Downloads)

Synopsis Asymptotic Statistics by : A. W. van der Vaart

This book is an introduction to the field of asymptotic statistics. The treatment is both practical and mathematically rigorous. In addition to most of the standard topics of an asymptotics course, including likelihood inference, M-estimation, the theory of asymptotic efficiency, U-statistics, and rank procedures, the book also presents recent research topics such as semiparametric models, the bootstrap, and empirical processes and their applications. The topics are organized from the central idea of approximation by limit experiments, which gives the book one of its unifying themes. This entails mainly the local approximation of the classical i.i.d. set up with smooth parameters by location experiments involving a single, normally distributed observation. Thus, even the standard subjects of asymptotic statistics are presented in a novel way. Suitable as a graduate or Master s level statistics text, this book will also give researchers an overview of the latest research in asymptotic statistics.

Higher Order Asymptotics

Higher Order Asymptotics
Author :
Publisher : IMS
Total Pages : 126
Release :
ISBN-10 : 0940600315
ISBN-13 : 9780940600317
Rating : 4/5 (15 Downloads)

Synopsis Higher Order Asymptotics by : J. K. Ghosh

Introduction to Asymptotics

Introduction to Asymptotics
Author :
Publisher : World Scientific
Total Pages : 184
Release :
ISBN-10 : 9810229151
ISBN-13 : 9789810229153
Rating : 4/5 (51 Downloads)

Synopsis Introduction to Asymptotics by : Douglas Samuel Jones

"A very attractive feature of the book is the numerous examples illustrating the methods. A fine collection of exercises enriches each chapter, challenging the reader to check his progress in understanding the methods".Mathematical Reviews"As an introductory book to asymptotics, with chapters on uniform asymptotics and exponential asymptotics, this book clearly fills a gap it has a friendly size and contains many convincing numerical examples and interesting exercises. Hence, I recommend the book to everyone who works in asymptotics".SIAM, 1998" it is an excellent book that contains interesting results and methods for the researchers. It will be useful for the students interested in analysis and lectures on asymptotic methods The reviewer recommends the book to everyone who is interested in analysis, engineers and specialists in ODE-s"Acta Sci. Math. (Szeged), 1999

Geometric Asymptotics

Geometric Asymptotics
Author :
Publisher : American Mathematical Soc.
Total Pages : 500
Release :
ISBN-10 : 9780821816332
ISBN-13 : 0821816330
Rating : 4/5 (32 Downloads)

Synopsis Geometric Asymptotics by : Victor Guillemin

Symplectic geometry and the theory of Fourier integral operators are modern manifestations of themes that have occupied a central position in mathematical thought for the past three hundred years--the relations between the wave and the corpuscular theories of light. The purpose of this book is to develop these themes, and present some of the recent advances, using the language of differential geometry as a unifying influence.

Practical Asymptotics

Practical Asymptotics
Author :
Publisher : Springer Science & Business Media
Total Pages : 388
Release :
ISBN-10 : 9789401006989
ISBN-13 : 9401006989
Rating : 4/5 (89 Downloads)

Synopsis Practical Asymptotics by : H.K. Kuiken

Practical Asymptotics is an effective tool for reducing the complexity of large-scale applied-mathematical models arising in engineering, physics, chemistry, and industry, without compromising their accuracy. It exploits the full potential of the dimensionless representation of these models by considering the special nature of the characteristic dimensionless quantities. It can be argued that these dimensionless quantities mostly assume extreme values, particularly for practical parameter settings. Thus, otherwise complicated models can be rendered far less complex and the numerical effort to solve them is greatly reduced. In this book the effectiveness of Practical Asymptotics is demonstrated by fifteen papers devoted to widely differing fields of applied science, such as glass-bottle production, semiconductors, surface-tension-driven flows, microwaving joining, heat generation in foodstuff production, chemical-clock reactions, low-Mach-number flows, to name a few. A strong plea is made for making asymptotics teaching an integral part of any numerics curriculum. Not only will asymptotics reduce the computational effort, it also provides a fuller understanding of the underlying problems.

Asymptotics and Borel Summability

Asymptotics and Borel Summability
Author :
Publisher : CRC Press
Total Pages : 266
Release :
ISBN-10 : 9781420070323
ISBN-13 : 1420070320
Rating : 4/5 (23 Downloads)

Synopsis Asymptotics and Borel Summability by : Ovidiu Costin

Incorporating substantial developments from the last thirty years into one resource, Asymptotics and Borel Summability provides a self-contained introduction to asymptotic analysis with special emphasis on topics not covered in traditional asymptotics books. The author explains basic ideas, concepts, and methods of generalized Borel summability, tr

Asymptotic Methods in Analysis

Asymptotic Methods in Analysis
Author :
Publisher : Courier Corporation
Total Pages : 225
Release :
ISBN-10 : 9780486150796
ISBN-13 : 0486150798
Rating : 4/5 (96 Downloads)

Synopsis Asymptotic Methods in Analysis by : N. G. de Bruijn

This pioneering study/textbook in a crucial area of pure and applied mathematics features worked examples instead of the formulation of general theorems. Extensive coverage of saddle-point method, iteration, and more. 1958 edition.

Computation and Asymptotics

Computation and Asymptotics
Author :
Publisher : Springer Science & Business Media
Total Pages : 126
Release :
ISBN-10 : 9783642257483
ISBN-13 : 3642257488
Rating : 4/5 (83 Downloads)

Synopsis Computation and Asymptotics by : Rudrapatna V. Ramnath

This book addresses the task of computation from the standpoint of asymptotic analysis and multiple scales that may be inherent in the system dynamics being studied. This is in contrast to the usual methods of numerical analysis and computation. The technical literature is replete with numerical methods such as Runge-Kutta approach and its variations, finite element methods, and so on. However, not much attention has been given to asymptotic methods for computation, although such approaches have been widely applied with great success in the analysis of dynamic systems. The presence of different scales in a dynamic phenomenon enable us to make judicious use of them in developing computational approaches which are highly efficient. Many such applications have been developed in such areas as astrodynamics, fluid mechanics and so on. This book presents a novel approach to make use of the different time constants inherent in the system to develop rapid computational methods. First, the fundamental notions of asymptotic analysis are presented with classical examples. Next, the novel systematic and rigorous approaches of system decomposition and reduced order models are presented. Next, the technique of multiple scales is discussed. Finally application to rapid computation of several aerospace systems is discussed, demonstrating the high efficiency of such methods.