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Jiri Zelinka Jan Ko Kernel Smoothing In Matlab: Theory And Practice (Hardback)

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Item specifics

Condition
Brand new: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
Book Title
Kernel Smoothing In Matlab: Theory And Practice Of Kernel Smoothi
Title
Kernel Smoothing In Matlab: Theory And Practice Of Kernel Smoothi
EAN
9789814405485
ISBN
9789814405485
Release Year
2012
Release Date
28/09/2012
Country/Region of Manufacture
SG
Genre
Science Nature & Math
Publication Year
2012
Type
Textbook
Format
Hardcover
Language
English
Publication Name
Kernel Smoothing in Matlab: Theory and Practice of Kernel Smoothing
Author
Jan Kolacek, Jiri Zelinka, Ivanka Horova
Publisher
World Scientific Publishing Co Pte Ltd
Subject
Mathematics
Number of Pages
244 Pages

About this product

Product Information

Methods of kernel estimates represent one of the most effective nonparametric smoothing techniques. These methods are simple to understand and they possess very good statistical properties. This book provides a concise and comprehensive overview of statistical theory and in addition, emphasis is given to the implementation of presented methods in Matlab. All created programs are included in a special toolbox which is an integral part of the book. This toolbox contains many Matlab scripts useful for kernel smoothing of density, cumulative distribution function, regression function, hazard function, indices of quality and bivariate density. Specifically, methods for choosing a choice of the optimal bandwidth and a special procedure for simultaneous choice of the bandwidth, the kernel and its order are implemented. The toolbox is divided into six parts according to the chapters of the book.All scripts are included in a user interface and it is easy to manipulate with this interface. Each chapter of the book contains a detailed help for the related part of the toolbox too. This book is intended for newcomers to the field of smoothing techniques and would also be appropriate for a wide audience: advanced graduate, PhD students and researchers from both the statistical science and interface disciplines.

Product Identifiers

Publisher
World Scientific Publishing Co Pte Ltd
ISBN-13
9789814405485
eBay Product ID (ePID)
128954484

Product Key Features

Author
Jan Kolacek, Jiri Zelinka, Ivanka Horova
Publication Name
Kernel Smoothing in Matlab: Theory and Practice of Kernel Smoothing
Format
Hardcover
Language
English
Subject
Mathematics
Publication Year
2012
Type
Textbook
Number of Pages
244 Pages

Additional Product Features

Title_Author
Jiri Zelinka, Jan Kolacek, Ivanka Horova
Country/Region of Manufacture
Singapore

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