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Resampling in Data Envelopment Analysis illustrated by a hospital example
https://doi.org/10.24545/00001412
https://doi.org/10.24545/00001412587be2e4-e36b-4507-888d-78f446d1e109
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
1-10_Tone.pdf (111.0 kB)
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| Item type | 会議発表用資料 / Conference paper(1) | |||||||
|---|---|---|---|---|---|---|---|---|
| 公開日 | 2016-06-06 | |||||||
| タイトル | ||||||||
| タイトル | Resampling in Data Envelopment Analysis illustrated by a hospital example | |||||||
| 言語 | en | |||||||
| 言語 | ||||||||
| 言語 | eng | |||||||
| キーワード | ||||||||
| 主題Scheme | Other | |||||||
| 主題 | Data variation | |||||||
| キーワード | ||||||||
| 主題Scheme | Other | |||||||
| 主題 | resampling | |||||||
| キーワード | ||||||||
| 主題Scheme | Other | |||||||
| 主題 | confidence interval | |||||||
| キーワード | ||||||||
| 主題Scheme | Other | |||||||
| 主題 | past-present-future DEA | |||||||
| キーワード | ||||||||
| 主題Scheme | Other | |||||||
| 主題 | hospital | |||||||
| 資源タイプ | ||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||||
| 資源タイプ | conference paper | |||||||
| ID登録 | ||||||||
| ID登録 | 10.24545/00001412 | |||||||
| ID登録タイプ | JaLC | |||||||
| 著者 |
TONE, Kaoru
× TONE, Kaoru
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| 著者別名 | ||||||||
| 識別子Scheme | WEKO | |||||||
| 識別子 | 8031 | |||||||
| 姓名 | 刀根, 薫 | |||||||
| 言語 | ja | |||||||
| 会議概要 | ||||||||
| 内容記述タイプ | Other | |||||||
| 内容記述 | Workshop 2015 -Advances in DEA Theory and Applications (December 1-2, 2015) | |||||||
| 抄録 | ||||||||
| 内容記述タイプ | Abstract | |||||||
| 内容記述 | In this paper, we propose new resampling models in data envelopment analysis (DEA). Input/output values are subject to change for several reasons, e.g., measurement errors, hysteretic factors, arbitrariness and so on. Furthermore, these variations differ in their input/output items and their decision-making units (DMU). Hence, DEA efficiency scores need to be examined by considering these factors. Resampling based on these variations is necessary for gauging the confidence interval of DEA scores. We propose two resampling models. The first model utilizes historical data, e.g., past-present, for estimating data variations, imposing chronological order weights which are supplied by Lucas series (a variant of Fibonacci series). The second one deals with future prospects. This model aims at forecasting the future efficiency score and its confidence interval for each DMU. We applied our models to dataset composed of Japanese municipal hospitals. | |||||||
| 内容記述 | ||||||||
| 内容記述タイプ | Other | |||||||
| 内容記述 | The workshop is supported by JSPS (Japan Society for the Promotion of Science), Grant-in-Aid for Scientific Research (B), #25282090, titled “Studies in Theory and Applications of DEA for Forecasting Purpose. | |||||||
| 内容記述 | ||||||||
| 内容記述タイプ | Other | |||||||
| 内容記述 | 本研究はJSPS科研費 基盤研究(B) 25282090の助成を受けたものです。 | |||||||
| 発表年月日 | ||||||||
| 日付 | 2015-12-01 | |||||||
| 日付タイプ | Issued | |||||||
| 書誌情報 |
p. 1-10 |
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| 公開者 | ||||||||
| 出版者 | 出版社不明 | |||||||
| 関連サイト | ||||||||
| 関連タイプ | isDerivedFrom | |||||||
| 識別子タイプ | URI | |||||||
| 関連識別子 | http://www.grips.ac.jp/jp/oldseminars/20151105-3601/ | |||||||
| 関連名称 | http://www.grips.ac.jp/jp/oldseminars/20151105-3601/ | |||||||
| 著者版フラグ | ||||||||
| 出版タイプ | AM | |||||||
| 出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa | |||||||
