Автор: Hyndman Название: Forecasting with Exponential Smoothing ISBN: 3540719164 ISBN-13(EAN): 9783540719168 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: However, a modeling framework incorporating stochastic models, likelihood calculation, prediction intervals and procedures for model selection, was not developed until recently. More advanced topics are covered in Part 3, including the mathematical properties of the models and extensions of the models for specific problems.
Автор: Chacуn Josй E., Duong Tarn Название: Multivariate Kernel Smoothing and Its Applications ISBN: 0367571730 ISBN-13(EAN): 9780367571733 Издательство: Taylor&Francis Рейтинг: Цена: 48990.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Kernel smoothing has greatly evolved since its inception to become an essential methodology in the Data Science tool kit for the 21st century. Its widespread adoption is due to its fundamental role for multivariate exploratory data analysis, as well as the crucial role it plays in composite solutions to complex data challenges.
Автор: Chacon Название: Multivariate Kernel Smoothing And I ISBN: 1498763014 ISBN-13(EAN): 9781498763011 Издательство: Taylor&Francis Рейтинг: Цена: 91860.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Kernel smoothing has greatly evolved since its inception to become an essential methodology in the Data Science tool kit for the 21st century. Its widespread adoption is due to its fundamental role for multivariate exploratory data analysis, as well as the crucial role it plays in composite solutions to complex data challenges.
Автор: Horova Ivanka Et Al Название: Kernel Smoothing In Matlab: Theory And Practice Of Kernel Smoothing ISBN: 9814405485 ISBN-13(EAN): 9789814405485 Издательство: World Scientific Publishing Рейтинг: Цена: 85530.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Offers a comprehensive overview of statistical theory and emphases the implementation of presented methods in Matlab. This title contains various Matlab scripts useful for kernel smoothing of density, cumulative distribution function, regression function, hazard function, indices of quality and bivariate density.
Автор: Paul H.C. Eilers, Brian D. Marx Название: Practical Smoothing: The Joys of P-splines ISBN: 1108482953 ISBN-13(EAN): 9781108482950 Издательство: Cambridge Academ Рейтинг: Цена: 57030.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: P-splines are widely used in statistics and machine learning for smoothing out noise in data and to avoid overtraining. This practical guide covers theory and a range of standard and non-standard applications with code in R for professionals and researchers looking for a simple, flexible and powerful smoothing tool.
Автор: Wang, Yuedong Название: Smoothing Splines ISBN: 1420077554 ISBN-13(EAN): 9781420077551 Издательство: Taylor&Francis Рейтинг: Цена: 148010.00 T Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Wang, Yuedong Название: Smoothing Splines ISBN: 1032477628 ISBN-13(EAN): 9781032477626 Издательство: Taylor&Francis Рейтинг: Цена: 46950.00 T Наличие на складе: Нет в наличии.
Автор: Eubank, Randall L. Название: Nonparametric Regression and Spline Smoothing ISBN: 0824793374 ISBN-13(EAN): 9780824793371 Издательство: Taylor&Francis Рейтинг: Цена: 148010.00 T Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Wolfgang H?rdle; Michael Schimek Название: Statistical Theory and Computational Aspects of Smoothing ISBN: 3790809306 ISBN-13(EAN): 9783790809305 Издательство: Springer Рейтинг: Цена: 81050.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: One of the main applications of statistical smoothing techniques is nonparametric regression. Smoothing techniques in regression as well as other statistical methods are increasingly applied in biosciences and economics. Introduced are new developments in scatterplot smoothing and applications in statistical modelling.
Автор: Stasinopoulos, Mikis D. Rigby, Robert A. Heller, Gillian Z. Voudouris, Vlasios De Bastiani, Fernanda Название: Flexible regression and smoothing ISBN: 0367658062 ISBN-13(EAN): 9780367658069 Издательство: Taylor&Francis Рейтинг: Цена: 51030.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book provides a broad overview of GAMLSS methodology and how it is implemented in R. It includes a comprehensive collection of real data examples, integrated code, and figures to illustrate the methods, and is supplemented by a website.
Автор: Lennart Svensson, Simo Sarkka Название: Bayesian Filtering and Smoothing ISBN: 1108926649 ISBN-13(EAN): 9781108926645 Издательство: Cambridge Academ Рейтинг: Цена: 36950.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Now in its second edition, this accessible text presents a unified Bayesian treatment of state-of-the-art filtering, smoothing, and parameter estimation algorithms for non-linear state space models. The book focuses on discrete-time state space models and carefully introduces fundamental aspects related to optimal filtering and smoothing. In particular, it covers a range of efficient non-linear Gaussian filtering and smoothing algorithms, as well as Monte Carlo-based algorithms. This updated edition features new chapters on constructing state space models of practical systems, the discretization of continuous-time state space models, Gaussian filtering by enabling approximations, posterior linearization filtering, and the corresponding smoothers. Coverage of key topics is expanded, including extended Kalman filtering and smoothing, and parameter estimation. The book's practical, algorithmic approach assumes only modest mathematical prerequisites, suitable for graduate and advanced undergraduate students. Many examples are included, with Matlab and Python code available online, enabling readers to implement algorithms in their own projects.
Автор: Eubank, Randall L. Название: Nonparametric Regression and Spline Smoothing ISBN: 0367579219 ISBN-13(EAN): 9780367579210 Издательство: Taylor&Francis Рейтинг: Цена: 48990.00 T Наличие на складе: Есть у поставщика Поставка под заказ.
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