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Jiri Zelinka Jan Ko Kernel Smoothing In Matlab: Theory And Practice (Hardback)
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eBay item number:285674927373
Item specifics
- Condition
- Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
- 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
- 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
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
Country/Region of Manufacture
Singapore
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Das Buch war leider schlecht verpackt, daher einige Knicke, teilweise auf jeder Seite sichtbar. Das wäre vermeidbar gewesen.
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