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題名 A New Approach to Estimating a Profit Frontier Using the Censored Stochastic Frontier Model
作者 黃台心
Huang, Tai-Hsin;Dien-Lin;Lin, Chung-I
貢獻者 金融系
關鍵詞 Translog profit frontier; Censored stochastic frontier model; Profit efficiency
日期 2017-01
上傳時間 26-Apr-2017 16:50:45 (UTC+8)
摘要 The translog profit functional form is widely used to study technical efficiency for banks. Although this functional form is known as being flexible, it is not applicable to those banks incurring economic losses. The recently developed approach, i.e., the censored stochastic frontier model (CSFM), by Tsay et al. (2013) appears to be superior to existing approaches, since CSFM does not need to transform negative profit into positive profit before taking the natural logarithm. The transformation with respect to the profit variable tends to bias the parameter estimates of the profit frontier and the subsequent profit efficiency measure. We show that the parameter estimates of CSFM have the desirable statistical properties. Moreover, empirical results reveal that the mean profit efficiency of CSFM is more robust than those models using transformed profits across the sub-periods 1991–1998 and 1999–2009.
關聯 The North American Journal of Economics and Finance, Volume 39, Pages 68-77
資料類型 article
DOI http://doi.org/10.1016/j.najef.2016.12.001
dc.contributor 金融系-
dc.creator (作者) 黃台心zh_TW
dc.creator (作者) Huang, Tai-Hsin;Dien-Lin;Lin, Chung-I-
dc.date (日期) 2017-01-
dc.date.accessioned 26-Apr-2017 16:50:45 (UTC+8)-
dc.date.available 26-Apr-2017 16:50:45 (UTC+8)-
dc.date.issued (上傳時間) 26-Apr-2017 16:50:45 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/109225-
dc.description.abstract (摘要) The translog profit functional form is widely used to study technical efficiency for banks. Although this functional form is known as being flexible, it is not applicable to those banks incurring economic losses. The recently developed approach, i.e., the censored stochastic frontier model (CSFM), by Tsay et al. (2013) appears to be superior to existing approaches, since CSFM does not need to transform negative profit into positive profit before taking the natural logarithm. The transformation with respect to the profit variable tends to bias the parameter estimates of the profit frontier and the subsequent profit efficiency measure. We show that the parameter estimates of CSFM have the desirable statistical properties. Moreover, empirical results reveal that the mean profit efficiency of CSFM is more robust than those models using transformed profits across the sub-periods 1991–1998 and 1999–2009.-
dc.format.extent 534762 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) The North American Journal of Economics and Finance, Volume 39, Pages 68-77-
dc.subject (關鍵詞) Translog profit frontier; Censored stochastic frontier model; Profit efficiency-
dc.title (題名) A New Approach to Estimating a Profit Frontier Using the Censored Stochastic Frontier Model-
dc.type (資料類型) article-
dc.identifier.doi (DOI) 10.1016/j.najef.2016.12.001-
dc.doi.uri (DOI) http://doi.org/10.1016/j.najef.2016.12.001-