Saddlepoint Approximations

Saddlepoint Approximations
Author: Jens Ledet Jensen
Publisher: Oxford University Press
Total Pages: 348
Release: 1995
Genre: Mathematics
ISBN: 9780198522959

Download Saddlepoint Approximations Book in PDF, Epub and Kindle

This book explains the ideas behind the saddlepoint approximations as well as giving a detailed mathematical description of the subject and many worked out examples.

Saddlepoint Approximations with Applications

Saddlepoint Approximations with Applications
Author: Ronald W. Butler
Publisher: Cambridge University Press
Total Pages: 548
Release: 2007-08-16
Genre: Mathematics
ISBN: 1139466518

Download Saddlepoint Approximations with Applications Book in PDF, Epub and Kindle

Modern statistical methods use complex, sophisticated models that can lead to intractable computations. Saddlepoint approximations can be the answer. Written from the user's point of view, this book explains in clear language how such approximate probability computations are made, taking readers from the very beginnings to current applications. The core material is presented in chapters 1-6 at an elementary mathematical level. Chapters 7-9 then give a highly readable account of higher-order asymptotic inference. Later chapters address areas where saddlepoint methods have had substantial impact: multivariate testing, stochastic systems and applied probability, bootstrap implementation in the transform domain, and Bayesian computation and inference. No previous background in the area is required. Data examples from real applications demonstrate the practical value of the methods. Ideal for graduate students and researchers in statistics, biostatistics, electrical engineering, econometrics, and applied mathematics, this is both an entry-level text and a valuable reference.

Saddlepoint Approximation Methods in Financial Engineering

Saddlepoint Approximation Methods in Financial Engineering
Author: Yue Kuen Kwok
Publisher: Springer
Total Pages: 134
Release: 2018-02-16
Genre: Mathematics
ISBN: 3319741012

Download Saddlepoint Approximation Methods in Financial Engineering Book in PDF, Epub and Kindle

This book summarizes recent advances in applying saddlepoint approximation methods to financial engineering. It addresses pricing exotic financial derivatives and calculating risk contributions to Value-at-Risk and Expected Shortfall in credit portfolios under various default correlation models. These standard problems involve the computation of tail probabilities and tail expectations of the corresponding underlying state variables. The text offers in a single source most of the saddlepoint approximation results in financial engineering, with different sets of ready-to-use approximation formulas. Much of this material may otherwise only be found in original research publications. The exposition and style are made rigorous by providing formal proofs of most of the results. Starting with a presentation of the derivation of a variety of saddlepoint approximation formulas in different contexts, this book will help new researchers to learn the fine technicalities of the topic. It will also be valuable to quantitative analysts in financial institutions who strive for effective valuation of prices of exotic financial derivatives and risk positions of portfolios of risky instruments.

Analytic Combinatorics

Analytic Combinatorics
Author: Philippe Flajolet
Publisher: Cambridge University Press
Total Pages: 825
Release: 2009-01-15
Genre: Mathematics
ISBN: 1139477161

Download Analytic Combinatorics Book in PDF, Epub and Kindle

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.

Saddlepoint Approximations and Tests Based on Multivariate M-estimates

Saddlepoint Approximations and Tests Based on Multivariate M-estimates
Author:
Publisher:
Total Pages:
Release:
Genre:
ISBN:

Download Saddlepoint Approximations and Tests Based on Multivariate M-estimates Book in PDF, Epub and Kindle

We consider multidimensional M-functional parameters defined by expectations of score functions associated with multivariate M-estimators and tests for hypotheses concerning multidimensional smooth functions of these parameters. We propose a test statistic suggested by the exponent in the saddlepoint approximation to the density of the function of the M-estimates. This statistic is analogous to the log likelihood ratio in the parametric case. We show that this statistic is approximately distributed as a chi-squared variate and obtain a Lugannani-Rice style adjustment giving a relative error of order n-1. We propose an empirical exponential likelihood statistic and consider a test based on this statistic. Finally we present numerical results for three examples including one in robust regression.

Mathematical Statistics and Applications

Mathematical Statistics and Applications
Author: Marc Moore
Publisher: IMS
Total Pages: 532
Release: 2003
Genre: Mathematical statistics
ISBN: 9780940600577

Download Mathematical Statistics and Applications Book in PDF, Epub and Kindle