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 Stochastic Inverse Regression and Reproducing Kernel Hilbert Space. with Applications in Functional Data Analysis
Наименование:

Stochastic Inverse Regression and Reproducing Kernel Hilbert Space. with Applications in Functional Data Analysis

автор Haobo R. издательство Книга по Требованию Информационные технологии в экономике
Cтраниц 112        мягкая обложка       
Аннотация:This monograph reports contributions on both fronts, where a unifying inverse regression theory for both the multivariate setting and functional data from a Reproducing Kernel Hilbert Space (RKHS) prospective is developed. We proposed a stochastic multiple-index model, two RKHS-related inverse regression procedures, a ``slicing' ' approach and a kernel approach, as well as an asymptotic theory were introduced to the statistical framework. Most of the current research topics on FDA focus on advancing theoretical tools and extending existing multivariate techniques to accommodate the infinite-dimensional nature of data. The basic philosophy of Functional Data Analysis (FDA) is to think of the observed data functions as elements of a possibly infinite-dimensional function space. Some general computational issues of FDA were discussed, Some general computational issues of FDA were discussed, which led to smoothed versions of the stochastic inverse regression methods.
Автор: Haobo R.
Издательство: Книга по Требованию
Год:2009
Цена:
1996 руб
Нет в наличии
Поиск: Stochastic Inverse Regression and Reproducing Kernel Hilbert Space. with Applications in Functional Data Analysis
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
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