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Nonlinear Time Series, Gao, Jiti


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Автор: Gao, Jiti
Название:  Nonlinear Time Series
ISBN: 9780367389352
Издательство: Taylor&Francis
Классификация:


ISBN-10: 0367389355
Обложка/Формат: Paperback
Страницы: 248
Вес: 0.46 кг.
Дата издания: 20.12.2019
Серия: Chapman & Hall/CRC Monographs on Statistics and Applied Probability
Язык: English
Размер: 152 x 228 x 22
Читательская аудитория: Tertiary education (us: college)
Основная тема: Statistical Theory & Methods
Подзаголовок: Semiparametric and Nonparametric Methods
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

Useful in the theoretical and empirical analysis of nonlinear time series data, semiparametric methods have received extensive attention in the economics and statistics communities over the past twenty years. Recent studies show that semiparametric methods and models may be applied to solve dimensionality reduction problems arising from using fully nonparametric models and methods. Answering the call for an up-to-date overview of the latest developments in the field, Nonlinear Time Series: Semiparametric and Nonparametric Methods focuses on various semiparametric methods in model estimation, specification testing, and selection of time series data.

After a brief introduction, the book examines semiparametric estimation and specification methods and then applies these approaches to a class of nonlinear continuous-time models with real-world data. It also assesses some newly proposed semiparametric estimation procedures for time series data with long-range dependence. Even though the book only deals with climatological and financial data, the estimation and specifications methods discussed can be applied to models with real-world data in many disciplines.

This resource covers key methods in time series analysis and provides the necessary theoretical details. The latest applied finance and financial econometrics results and applications presented in the book enable researchers and graduate students to keep abreast of developments in the field.



Limit Theorems For Nonlinear Cointegrating Regression

Автор: Wang Qiying
Название: Limit Theorems For Nonlinear Cointegrating Regression
ISBN: 9814675628 ISBN-13(EAN): 9789814675628
Издательство: World Scientific Publishing
Рейтинг:
Цена: 103490.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides the limit theorems that can be used in the development of nonlinear cointegrating regression.

Synergetic Economics

Автор: Wei-Bin Zhang
Название: Synergetic Economics
ISBN: 3642759114 ISBN-13(EAN): 9783642759116
Издательство: Springer
Рейтинг:
Цена: 83850.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Of particular interest are sudden (structural) changes, the existence of regular and irregular oscillations, the role of random factors in economic evolution, and the effects of time scales and rates of adjustment of economic variables in economic analysis.

Nonlinear Hybrid Continuous/Discrete-Time Models

Автор: Marat Akhmet
Название: Nonlinear Hybrid Continuous/Discrete-Time Models
ISBN: 9491216384 ISBN-13(EAN): 9789491216381
Издательство: Springer
Рейтинг:
Цена: 93160.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book examines the author`s recently-introduced theory of equations with piece-wise constant argument of generalized type, demonstrating its use in the modeling of such real world problems as neural networks, blood pressure distribution and others.

Piecewise Affine Control: Continuous-Time, Sampled-Data, and Networked Systems

Автор: Luis Rodrigues, Behzad Samadi, Miad Moarref
Название: Piecewise Affine Control: Continuous-Time, Sampled-Data, and Networked Systems
ISBN: 1611975891 ISBN-13(EAN): 9781611975895
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 76910.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Engineering systems operate through actuators, most of which will exhibit phenomena such as saturation or zones of no operation, commonly known as dead zones. These are examples of piecewise-affine characteristics, and they can have a considerable impact on the stability and performance of engineering systems. This book targets controller design for piecewise affine systems, fulfilling both stability and performance requirements.The authors present a unified computational methodology for the analysis and synthesis of piecewise affine controllers, taking an approach that is capable of handling sliding modes, sampled-data, and networked systems. They introduce algorithms that will be applicable to nonlinear systems approximated by piecewise affine systems, and they feature several examples from areas such as switching electronic circuits, autonomous vehicles, neural networks, and aerospace applications.Piecewise Affine Control: Continuous-Time, Sampled-Data, and Networked Systems is intended for graduate students, advanced senior undergraduate students, and researchers in academia and industry. It is also appropriate for engineers working on applications where switched linear and affine models are important.

Bilinear Stochastic Models and Related Problems of Nonlinear Time Series Analysis

Автор: Gy?rgy Terdik
Название: Bilinear Stochastic Models and Related Problems of Nonlinear Time Series Analysis
ISBN: 0387988726 ISBN-13(EAN): 9780387988726
Издательство: Springer
Рейтинг:
Цена: 97820.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The first two chapters are devoted to the basic theory of nonlinear functions of stationary Gaussian processes, Hermite polynomials, cumulants and higher order spectra, multiple Wiener-Ito integrals and finally chaotic Wiener-Ito spectral representation of subordinated processes.

Robust and Nonlinear Time Series Analysis

Автор: J. Franke; W. H?rdle; D. Martin
Название: Robust and Nonlinear Time Series Analysis
ISBN: 038796102X ISBN-13(EAN): 9780387961026
Издательство: Springer
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Цена: 111790.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Classical time series methods are based on the assumption that a particular stochastic process model generates the observed data.

Dynamics of Nonlinear Time-Delay Systems

Автор: Muthusamy Lakshmanan; Dharmapuri Vijayan Senthilku
Название: Dynamics of Nonlinear Time-Delay Systems
ISBN: 3642266495 ISBN-13(EAN): 9783642266492
Издательство: Springer
Рейтинг:
Цена: 46570.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Dynamics of Nonlinear Time-Delay Systems presents the fundamentals of chaotic time-delay systems and their synchronization, with an emphasis on the effects of time-delay feedback. Special attention is devoted to scalar chaotic/hyperchaotic time-delay systems, which includes some higher order models.

Time Optimal Control of Evolution Equations

Автор: Wang
Название: Time Optimal Control of Evolution Equations
ISBN: 3319953621 ISBN-13(EAN): 9783319953625
Издательство: Springer
Рейтинг:
Цена: 79190.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

This monograph develops a framework for time-optimal control problems, focusing on minimal and maximal time-optimal controls for linear-controlled evolution equations. Its use in optimal control provides a welcome update to Fattorini's work on time-optimal and norm-optimal control problems. By discussing the best way of representing various control problems and equivalence among them, this systematic study gives readers the tools they need to solve practical problems in control.

After introducing preliminaries in functional analysis, evolution equations, and controllability and observability estimates, the authors present their time-optimal control framework, which consists of four elements: a controlled system, a control constraint set, a starting set, and an ending set. From there, they use their framework to address areas of recent development in time-optimal control, including the existence of admissible controls and optimal controls, Pontryagin's maximum principle for optimal controls, the equivalence of different optimal control problems, and bang-bang properties.

This monograph will appeal to researchers and graduate students in time-optimal control theory, as well as related areas of controllability and dynamic programming. For ease of reference, the text itself is self-contained on the topic of time-optimal control. Frequent examples throughout clarify the applications of theorems and definitions, although experience with functional analysis and differential equations will be useful.


Nonlinear Time Series

Автор: Gao, Jiti
Название: Nonlinear Time Series
ISBN: 1584886137 ISBN-13(EAN): 9781584886136
Издательство: Taylor&Francis
Рейтинг:
Цена: 163330.00 T
Наличие на складе: Нет в наличии.

Nonlinear Modeling of Solar Radiation and Wind Speed Time Series

Автор: Fortuna
Название: Nonlinear Modeling of Solar Radiation and Wind Speed Time Series
ISBN: 3319387634 ISBN-13(EAN): 9783319387635
Издательство: Springer
Цена: 46570.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This brief is a clear, concise description of the main techniques of time series analysis —stationary, autocorrelation, mutual information, fractal and multifractal analysis, chaos analysis, etc.— as they are applied to the influence of wind speed and solar radiation on the production of electrical energy from these renewable sources. The problem of implementing prediction models is addressed by using the embedding-phase-space approach: a powerful technique for the modeling of complex systems. Readers are also guided in applying the main machine learning techniques for classification of the patterns hidden in their time series and so will be able to perform statistical analyses that are not possible by using conventional techniques.The conceptual exposition avoids unnecessary mathematical details and focuses on concrete examples in order to ensure a better understanding of the proposed techniques.Results are well-illustrated by figures and tables.

Large Time Asymptotics for Solutions of Nonlinear Partial Differential Equations

Автор: P.L. Sachdev; Ch. Srinivasa Rao
Название: Large Time Asymptotics for Solutions of Nonlinear Partial Differential Equations
ISBN: 1461424909 ISBN-13(EAN): 9781461424901
Издательство: Springer
Рейтинг:
Цена: 93160.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The goals of this text are to prove or disprove the solution of reduced nonlinear ODE`s by different analytic methods, and to show that these solutions are intermediate asymptotics of a class of initial/boundary conditions arising from physical considerations.

Elements of nonlinear time series analysis and forecasting

Автор: De Gooijer, Jan G.
Название: Elements of nonlinear time series analysis and forecasting
ISBN: 3319827707 ISBN-13(EAN): 9783319827704
Издательство: Springer
Рейтинг:
Цена: 167700.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides an overview of the current state-of-the-art of nonlinear time series analysis, richly illustrated with examples, pseudocode algorithms and real-world applications.


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