Author/Authors
ÇETIN, Meral Hacettepe Üniversitesi - Fen Fakültesi - İstatistik Bölümü, Turkey , KAVRUK, Tuba Hacettepe Üniversitesi - Fen Fakültesi - İstatistik Bölümü, Turkey
Title Of Article
ROBUST CONFIDENCE INTERVALS IN LINEAR REGRESSION
شماره ركورد
41839
Abstract
Although it is many studies with respect to robust regression methods, there is a few studies with robust confidence interval and tests in the literature. Many of these studies are respect to confidence interval of location parameter. In this study, the aim is compute to confidence intervals for regression parameter and compare to classical confidence interval based on least squares estimator with simulation study, using robust version of parameter and variance, in case of non-normality and outlier.
From Page
49
NaturalLanguageKeyword
Confidence interval , Robust regression , Robust estimators , M , estimators.
JournalTitle
Eskişehir Technical University Journal of Science and Technology B - Theoretical Sciences
To Page
56
JournalTitle
Eskişehir Technical University Journal of Science and Technology B - Theoretical Sciences
Link To Document