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題名 A robust test for non-nested hypotheses
作者 Lin,Hsin-yi
貢獻者 政大經濟系
關鍵詞 Non-nested hypothesis;Non-nested tests;Rank score test;Robust test
日期 2011-03
上傳時間 16-Sep-2013 17:31:01 (UTC+8)
摘要 This paper uses a modified rank score test for non-nested linear regression models. The modified rank score test is robust with respect to models with nonnormal distributions and can be viewed as a robust version of the J test of Davidson and MacKinnon (Econometrica 49:781–793, 1981). Therefore, this test does not require a specification of error density function and is easy to implement. Also, a modified rank score test for multiple non-nested models is provided. Monte Carlo simulation results show that the test has good finite sample performances. Financial applications for two competing theories, the capital asset pricing model and the arbitrage pricing theory, are considered herein. Empirical evidence from the modified rank score test shows that the former is a better model for asset pricing.
關聯 AStA Advances in Statistical Analysis , 15(1), 93-111
資料類型 article
DOI http://dx.doi.org/10.1007/s10182-010-0140-3
dc.contributor 政大經濟系en_US
dc.creator (作者) Lin,Hsin-yien_US
dc.date (日期) 2011-03en_US
dc.date.accessioned 16-Sep-2013 17:31:01 (UTC+8)-
dc.date.available 16-Sep-2013 17:31:01 (UTC+8)-
dc.date.issued (上傳時間) 16-Sep-2013 17:31:01 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/60957-
dc.description.abstract (摘要) This paper uses a modified rank score test for non-nested linear regression models. The modified rank score test is robust with respect to models with nonnormal distributions and can be viewed as a robust version of the J test of Davidson and MacKinnon (Econometrica 49:781–793, 1981). Therefore, this test does not require a specification of error density function and is easy to implement. Also, a modified rank score test for multiple non-nested models is provided. Monte Carlo simulation results show that the test has good finite sample performances. Financial applications for two competing theories, the capital asset pricing model and the arbitrage pricing theory, are considered herein. Empirical evidence from the modified rank score test shows that the former is a better model for asset pricing.en_US
dc.format.extent 464256 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) AStA Advances in Statistical Analysis , 15(1), 93-111en_US
dc.subject (關鍵詞) Non-nested hypothesis;Non-nested tests;Rank score test;Robust testen_US
dc.title (題名) A robust test for non-nested hypothesesen_US
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1007/s10182-010-0140-3en_US
dc.doi.uri (DOI) http://dx.doi.org/10.1007/s10182-010-0140-3en_US