Construction of insurance scoring system using regression models

This study suggests the regression models of Lognormal, Normal and Gamma for the construction of an insurance scoring system. Comparison between Lognormal, Normal and Gamma regression models were also carried out, and the comparison were centered upon three main elements; fitting procedures, param...

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Main Authors:	Noriszura Ismail, Abdul Aziz Jemain
Format:	Article
Language:	English
Published:	Universiti Kebangsaan Malaysia 2008
Online Access:	http://journalarticle.ukm.my/80/ http://journalarticle.ukm.my/80/ http://journalarticle.ukm.my/80/1/1.pdf

id	ukm-80
recordtype	eprints
spelling	ukm-802016-12-14T06:26:21Z http://journalarticle.ukm.my/80/ Construction of insurance scoring system using regression models Noriszura Ismail, Abdul Aziz Jemain, This study suggests the regression models of Lognormal, Normal and Gamma for the construction of an insurance scoring system. Comparison between Lognormal, Normal and Gamma regression models were also carried out, and the comparison were centered upon three main elements; fitting procedures, parameter estimates and structure of scores. The main advantage of utilizing a scoring system is that the system may be used by insurers to differentiate between good and bad insureds and thus allowing the profitability of insureds to be predicted. Universiti Kebangsaan Malaysia 2008-12 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/80/1/1.pdf Noriszura Ismail, and Abdul Aziz Jemain, (2008) Construction of insurance scoring system using regression models. Sains Malaysiana, 37 (4). pp. 413-420. ISSN 0126-6039 http://www.ukm.my/jsm/
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Kebangasaan Malaysia
building	UKM Institutional Repository
collection	Online Access
language	English
description	This study suggests the regression models of Lognormal, Normal and Gamma for the construction of an insurance scoring system. Comparison between Lognormal, Normal and Gamma regression models were also carried out, and the comparison were centered upon three main elements; fitting procedures, parameter estimates and structure of scores. The main advantage of utilizing a scoring system is that the system may be used by insurers to differentiate between good and bad insureds and thus allowing the profitability of insureds to be predicted.
format	Article
author	Noriszura Ismail, Abdul Aziz Jemain,
spellingShingle	Noriszura Ismail, Abdul Aziz Jemain, Construction of insurance scoring system using regression models
author_facet	Noriszura Ismail, Abdul Aziz Jemain,
author_sort	Noriszura Ismail,
title	Construction of insurance scoring system using regression models
title_short	Construction of insurance scoring system using regression models
title_full	Construction of insurance scoring system using regression models
title_fullStr	Construction of insurance scoring system using regression models
title_full_unstemmed	Construction of insurance scoring system using regression models
title_sort	construction of insurance scoring system using regression models
publisher	Universiti Kebangsaan Malaysia
publishDate	2008
url	http://journalarticle.ukm.my/80/ http://journalarticle.ukm.my/80/ http://journalarticle.ukm.my/80/1/1.pdf
first_indexed	2023-09-18T19:01:11Z
last_indexed	2023-09-18T19:01:11Z
_version_	1777403084908003328

Construction of insurance scoring system using regression models

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