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The Classification Model for Corporate Failures in Malaysia
https://doi.org/10.18999/forids.32.195
https://doi.org/10.18999/forids.32.195157a144e-30bd-4a21-a1bb-8e0bef3ae875
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
11.pdf (8.6 MB)
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| 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 |
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| 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 | ||||||
| 内容記述タイプ | Abstract | |||||
| 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 | |||||
| 出版者 | ||||||
| 出版者 | Graduate School of International Development, Nagoya University | |||||
| 言語 | en | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| 資源タイプ | ||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
| 資源タイプ | 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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| フォーマット | ||||||
| 値 | application/pdf | |||||
| 著者版フラグ | ||||||
| 値 | publisher | |||||
