A Monte Carlo Investigation of Some Tests for Stochastic Dominance
This paper compares the performance of several tests for stochastic dominance up to order three using Monte Carlo methods. The tests considered are the Davidson and Duclos (2000) test, the Anderson test (1996) and the Kaur, Rao and Singh (1994) test. We find that the Davidson-Duclos test appears to b...
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sg-smu-ink.soe_research-17032019-05-12T08:48:36Z A Monte Carlo Investigation of Some Tests for Stochastic Dominance TSE, Yiu Kuen ZHANG, Xibin This paper compares the performance of several tests for stochastic dominance up to order three using Monte Carlo methods. The tests considered are the Davidson and Duclos (2000) test, the Anderson test (1996) and the Kaur, Rao and Singh (1994) test. We find that the Davidson-Duclos test appears to be the best. The Kaur-Rao-Singh test is overly conservative and does not compare favorably against the Davidson-Duclos and Anderson tests in terms of power. 2000-12-01T08:00:00Z text application/pdf https://ink.library.smu.edu.sg/soe_research/704 https://ink.library.smu.edu.sg/context/soe_research/article/1703/viewcontent/StocDom.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Economics eng Institutional Knowledge at Singapore Management University Burr distribution Income distribution Monte Carlo method Portfolio investment Stochastic dominance Union-intersection test Econometrics |
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Burr distribution Income distribution Monte Carlo method Portfolio investment Stochastic dominance Union-intersection test Econometrics TSE, Yiu Kuen ZHANG, Xibin A Monte Carlo Investigation of Some Tests for Stochastic Dominance |
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This paper compares the performance of several tests for stochastic dominance up to order three using Monte Carlo methods. The tests considered are the Davidson and Duclos (2000) test, the Anderson test (1996) and the Kaur, Rao and Singh (1994) test. We find that the Davidson-Duclos test appears to be the best. The Kaur-Rao-Singh test is overly conservative and does not compare favorably against the Davidson-Duclos and Anderson tests in terms of power. |
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TSE, Yiu Kuen ZHANG, Xibin |
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TSE, Yiu Kuen ZHANG, Xibin |
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TSE, Yiu Kuen |
title |
A Monte Carlo Investigation of Some Tests for Stochastic Dominance |
title_short |
A Monte Carlo Investigation of Some Tests for Stochastic Dominance |
title_full |
A Monte Carlo Investigation of Some Tests for Stochastic Dominance |
title_fullStr |
A Monte Carlo Investigation of Some Tests for Stochastic Dominance |
title_full_unstemmed |
A Monte Carlo Investigation of Some Tests for Stochastic Dominance |
title_sort |
monte carlo investigation of some tests for stochastic dominance |
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Institutional Knowledge at Singapore Management University |
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2000 |
url |
https://ink.library.smu.edu.sg/soe_research/704 https://ink.library.smu.edu.sg/context/soe_research/article/1703/viewcontent/StocDom.pdf |
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