表紙画像

Detection of outliers in the unreplicated linear circular functional relationship model via functional form

In this paper we consider the problem of outliers for the functional relationship model of circular variables by transforming the circular data to continuous or real line data set via complex form. The COVRATIO statistic is extended from the linear regression models to the proposed model to detect a...

詳細記述

保存先:
書誌詳細
主要な著者: Hussin, A.G., Abu Zaid, A., Mohamed, I.
フォーマット: Conference or Workshop Item
言語:English
出版事項: 2009
主題:
QA Mathematics
オンライン･アクセス:http://eprints.um.edu.my/9459/1/Detection_of_outliers_in_the_unreplicated_linear_circular_functional_relationship_model_via_functional_form.pdf
http://eprints.um.edu.my/9459/
タグ: タグ追加
タグなし, このレコードへの初めてのタグを付けませんか!
id my.um.eprints.9459
record_format eprints
spelling my.um.eprints.94592014-12-19T03:22:47Z http://eprints.um.edu.my/9459/ Detection of outliers in the unreplicated linear circular functional relationship model via functional form Hussin, A.G. Abu Zaid, A. Mohamed, I. QA Mathematics In this paper we consider the problem of outliers for the functional relationship model of circular variables by transforming the circular data to continuous or real line data set via complex form. The COVRATIO statistic is extended from the linear regression models to the proposed model to detect any possible outliers. The cut-off points are obtained and the power of performance is examined by simulation studies. The model is illustrated with an application to the analysis of wind direction data recorded by two different techniques and the detection procedure of outliers is implied. 2009 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.um.edu.my/9459/1/Detection_of_outliers_in_the_unreplicated_linear_circular_functional_relationship_model_via_functional_form.pdf Hussin, A.G. and Abu Zaid, A. and Mohamed, I. (2009) Detection of outliers in the unreplicated linear circular functional relationship model via functional form. In: International Conference on Nonparametric Methods for Measurement Error Models and Related Topics, 3-5 Mei 2009, Ottawa, Canada. (Submitted)
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
language English
topic QA Mathematics
spellingShingle QA Mathematics
Hussin, A.G.
Abu Zaid, A.
Mohamed, I.
Detection of outliers in the unreplicated linear circular functional relationship model via functional form
description In this paper we consider the problem of outliers for the functional relationship model of circular variables by transforming the circular data to continuous or real line data set via complex form. The COVRATIO statistic is extended from the linear regression models to the proposed model to detect any possible outliers. The cut-off points are obtained and the power of performance is examined by simulation studies. The model is illustrated with an application to the analysis of wind direction data recorded by two different techniques and the detection procedure of outliers is implied.
format Conference or Workshop Item
author Hussin, A.G.
Abu Zaid, A.
Mohamed, I.
author_facet Hussin, A.G.
Abu Zaid, A.
Mohamed, I.
author_sort Hussin, A.G.
title Detection of outliers in the unreplicated linear circular functional relationship model via functional form
title_short Detection of outliers in the unreplicated linear circular functional relationship model via functional form
title_full Detection of outliers in the unreplicated linear circular functional relationship model via functional form
title_fullStr Detection of outliers in the unreplicated linear circular functional relationship model via functional form
title_full_unstemmed Detection of outliers in the unreplicated linear circular functional relationship model via functional form
title_sort detection of outliers in the unreplicated linear circular functional relationship model via functional form
publishDate 2009
url http://eprints.um.edu.my/9459/1/Detection_of_outliers_in_the_unreplicated_linear_circular_functional_relationship_model_via_functional_form.pdf
http://eprints.um.edu.my/9459/
_version_ 1643688569751994368
score 13.250246

類似資料