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Some Methods of Robust Regression Model

Name: Some Methods of Robust Regression Model
Brand: LAP Lambert Academic Publishing
SKU: 13926459
Price: 31.98 EUR
Availability: InStock
Author: Nadia Hashim Al-Noor
ISBN: 9783659926914

Nadia Hashim Al-Noor

Asmaa A. Mohammad

Jezik

Engleski

Knjiga Meki uvez

Libristo kod: 13926459

Nakladnici LAP Lambert Academic Publishing, studeni 2015

The process of estimating the parameters of regression model is still one of important subjects desp... Cijeli opis

Libristo kod: 13926459

78 b

31.98 €

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The process of estimating the parameters of regression model is still one of important subjects despite of large number of papers and studies written in this subject which differ in techniques followed in the process of estimation. In the present work, we discuss the classical nonparametric estimation methods, some robust estimation methods "least absolute deviations, M-estimation and trimmed least squares" and two suggested methods "depending upon nonparametric and M-estimation" with the OLS estimation method.