Kernel Regression Toolbox for Matlab

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14310%2F09%3A00037942" target="_blank" >RIV/00216224:14310/09:00037942 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Kernel Regression Toolbox for Matlab

Original language description

The toolbox for the kernel estimation of the regression function in MATLAB (Kernel Regression Toolbox) was created. This toolbox contains many matlab scripts useful for kernel smoothing of regression function, especially several methods for choosing of optimal bandwidth and methods for choosing of optimal order of kernel for 4 types of kernel smoothers - Nadaraya-Watson, local-linear, Pristley-Chao and Gasser-Mueller. All scripts are included in an user interface. This toolbox is free and can be download at www.math.muni.cz/~kolacek. In the pack, there is a detailed help for the toolbox also.

Czech name

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Czech description

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Type

R - Software

CEP classification

BA - General mathematics

OECD FORD branch

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Project

<a href="/en/project/LC06024" target="_blank" >LC06024: Jaroslav Hájek Center for Theoretical and Applied Statistics</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2009

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Internal product ID

KRT 1.0

Technical parameters

6857118

Economical parameters

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Owner IČO

00216224

Owner name

Masarykova univerzita