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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
Chiang, 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 21-Nov-2017 17:40:41 (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, 39, 68-77
資料類型 article
DOI https://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-Hsinen_US
dc.creator (作者) Chiang, Dien-Linen_US
dc.creator (作者) Lin, Chung-Ien_US
dc.date (日期) 2017-01
dc.date.accessioned 21-Nov-2017 17:40:41 (UTC+8)-
dc.date.available 21-Nov-2017 17:40:41 (UTC+8)-
dc.date.issued (上傳時間) 21-Nov-2017 17:40:41 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/114843-
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.en_US
dc.format.extent 534762 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) The North American Journal of Economics and Finance, 39, 68-77en_US
dc.subject (關鍵詞) Translog profit frontier;Censored stochastic frontier model;Profit efficiencyen_US
dc.title (題名) A new approach to estimating a profit frontier using the censored stochastic frontier modelen_US
dc.type (資料類型) article
dc.identifier.doi (DOI) 10.1016/j.najef.2016.12.001
dc.doi.uri (DOI) https://doi.org/10.1016/j.najef.2016.12.001