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  1. D100 大学院国際開発研究科
  2. D100b 紀要
  3. 国際開発研究フォーラム
  4. 32

The Classification Model for Corporate Failures in Malaysia

https://doi.org/10.18999/forids.32.195
https://doi.org/10.18999/forids.32.195
157a144e-30bd-4a21-a1bb-8e0bef3ae875
名前 / ファイル ライセンス アクション
11.pdf 11.pdf (8.6 MB)
Item type 紀要論文 / Departmental Bulletin Paper(1)
公開日 2007-02-19
タイトル
タイトル The Classification Model for Corporate Failures in Malaysia
言語 en
著者 MATYATIM, Rosliza

× MATYATIM, Rosliza

WEKO 87481

en MATYATIM, Rosliza

Search repository
アクセス権
アクセス権 open access
アクセス権URI http://purl.org/coar/access_right/c_abf2
キーワード
主題Scheme Other
主題 Liquidity ratios
キーワード
主題Scheme Other
主題 Discriminant Analysis
キーワード
主題Scheme Other
主題 Logistic Regression
抄録
内容記述 The deterioration of key financial figures could indicate early symptoms of corporate failures. The effort to classify healthy and unhealthy firms could benefit many stakeholders by minimizing their potential losses and the severity of problems. The main purpose of this paper is to develop a failure classification model for Malaysian firms using Discriminant Analysis(DA)and Logistic Regression(LR)as statistical techniques. The dataset consist of 448 total observations, selected from 32 matched samplings of healthy and unhealthy firms in Malaysia from 1998-2004. An external validation was tested on 15 Malaysian firms for year 2005. The objective of this paper is to find the best selection of financial ratios that could discriminate between these two groups. Empirical results reveal that liquidity ratios play the most important role when determining the reasons for corporate failures in Malaysia. The results from the overall classification accuracy indicates that discriminant analysis approach produces slightly better results with 84%accuracy compared to logistic regression approach of 83%. The results also show that the probability for the sampled Malaysian firms be considered unhealthy is over 40percent. This research contributes to the literature by identifying early symptoms to corporate failures.
言語 en
内容記述タイプ Abstract
出版者
言語 en
出版者 Graduate School of International Development, Nagoya University
言語
言語 eng
資源タイプ
資源 http://purl.org/coar/resource_type/c_6501
タイプ departmental bulletin paper
出版タイプ
出版タイプ VoR
出版タイプResource http://purl.org/coar/version/c_970fb48d4fbd8a85
ID登録
ID登録 10.18999/forids.32.195
ID登録タイプ JaLC
関連情報
関連タイプ isVersionOf
識別子タイプ URI
関連識別子 http://www.gsid.nagoya-u.ac.jp/bpub/research/public/forum/32/11.pdf
ISSN(print)
収録物識別子タイプ PISSN
収録物識別子 1341-3732
ISSN(Online)
収録物識別子タイプ EISSN
収録物識別子 2189-9126
書誌情報 ja : 国際開発研究フォーラム
en : Forum of International Development Studies

巻 32, p. 195-220, 発行日 2006-12
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