Normal Approximation and Asymptotic Expansions
Title | Normal Approximation and Asymptotic Expansions PDF eBook |
Author | Rabi N. Bhattacharya |
Publisher | SIAM |
Pages | 333 |
Release | 2010-11-11 |
Genre | Mathematics |
ISBN | 089871897X |
-Fourier analysis, --
Normal Approximation and Asymptotic Expansions
Title | Normal Approximation and Asymptotic Expansions PDF eBook |
Author | Rabindra Nath Bhattacharya |
Publisher | Krieger Publishing Company |
Pages | 291 |
Release | 1976 |
Genre | Mathematics |
ISBN | 9780898746907 |
Asymptotic Approximations of Integrals
Title | Asymptotic Approximations of Integrals PDF eBook |
Author | R. Wong |
Publisher | Academic Press |
Pages | 561 |
Release | 2014-05-10 |
Genre | Mathematics |
ISBN | 1483220710 |
Asymptotic Approximations of Integrals deals with the methods used in the asymptotic approximation of integrals. Topics covered range from logarithmic singularities and the summability method to the distributional approach and the Mellin transform technique for multiple integrals. Uniform asymptotic expansions via a rational transformation are also discussed, along with double integrals with a curve of stationary points. For completeness, classical methods are examined as well. Comprised of nine chapters, this volume begins with an introduction to the fundamental concepts of asymptotics, followed by a discussion on classical techniques used in the asymptotic evaluation of integrals, including Laplace's method, Mellin transform techniques, and the summability method. Subsequent chapters focus on the elementary theory of distributions; the distributional approach; uniform asymptotic expansions; and integrals which depend on auxiliary parameters in addition to the asymptotic variable. The book concludes by considering double integrals and higher-dimensional integrals. This monograph is intended for graduate students and research workers in mathematics, physics, and engineering.
Expansions and Asymptotics for Statistics
Title | Expansions and Asymptotics for Statistics PDF eBook |
Author | Christopher G. Small |
Publisher | CRC Press |
Pages | 359 |
Release | 2010-05-07 |
Genre | Mathematics |
ISBN | 1420011022 |
Asymptotic methods provide important tools for approximating and analysing functions that arise in probability and statistics. Moreover, the conclusions of asymptotic analysis often supplement the conclusions obtained by numerical methods. Providing a broad toolkit of analytical methods, Expansions and Asymptotics for Statistics shows how asymptoti
Analytic Combinatorics
Title | Analytic Combinatorics PDF eBook |
Author | Philippe Flajolet |
Publisher | Cambridge University Press |
Pages | 825 |
Release | 2009-01-15 |
Genre | Mathematics |
ISBN | 1139477161 |
Analytic combinatorics aims to enable precise quantitative predictions of the properties of large combinatorial structures. The theory has emerged over recent decades as essential both for the analysis of algorithms and for the study of scientific models in many disciplines, including probability theory, statistical physics, computational biology, and information theory. With a careful combination of symbolic enumeration methods and complex analysis, drawing heavily on generating functions, results of sweeping generality emerge that can be applied in particular to fundamental structures such as permutations, sequences, strings, walks, paths, trees, graphs and maps. This account is the definitive treatment of the topic. The authors give full coverage of the underlying mathematics and a thorough treatment of both classical and modern applications of the theory. The text is complemented with exercises, examples, appendices and notes to aid understanding. The book can be used for an advanced undergraduate or a graduate course, or for self-study.
Asymptotic Expansions for General Statistical Models
Title | Asymptotic Expansions for General Statistical Models PDF eBook |
Author | Johann Pfanzagl |
Publisher | Springer Science & Business Media |
Pages | 515 |
Release | 2013-11-27 |
Genre | Mathematics |
ISBN | 1461564794 |
0.1. The aim of the book Our "Contributions to a General Asymptotic Statistical Theory" (Springer Lecture Notes in Statistics, Vol. 13, 1982, called "Vol. I" in the following) suggest to describe the local structure of a general family ~ of probability measures by its tangent space, and the local behavior of a functional K: ~ ~~k by its gradient. Starting from these basic concepts, asymptotic envelope power functions for tests and asymptotic bounds for the concentration of estimators are obtained, and heuristic procedures are suggested for the construction of test- and estimator-sequences attaining these bounds. In the present volume, these asymptotic investigations are carried one step further: From approximations by limit distributions to approximations by Edgeworth expansions, 1 2 adding one term (of order n- / ) to the limit distribution. As in Vol. I, the investigation is "general" in the sense of dealing with arbitrary families of probability measures and arbitrary functionals. The investigation is special in the sense that it is restricted to statistical procedures based on independent, identically distributed observations. 2 Moreover, it is special in the sense that its concern are "regular" models (i.e. families of probability measures and functionals which are subject to certain general conditions, like differentiability). Irregular models are certainly of mathematical interest. Since they are hardly of any practical relevance, it appears justifiable to exclude them at this stage of the investigation.
Asymptotics and Borel Summability
Title | Asymptotics and Borel Summability PDF eBook |
Author | Ovidiu Costin |
Publisher | CRC Press |
Pages | 266 |
Release | 2008-12-04 |
Genre | Mathematics |
ISBN | 1420070320 |
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