Uniformly robust tests in errors-in-variables models
學年 89
學期 1
發表日期 2000-12-08
作品名稱 Uniformly robust tests in errors-in-variables models
作品名稱(其他語言)
著者 黃逸輝; Huang, Yih-huei
作品所屬單位 淡江大學數學學系
出版者 Taipei : Tamkang University
會議名稱 2000年國際數學與統計研討會暨第34屆中華民國數學會年會:慶祝淡江大學創校五十週年校慶 ( 2000 international conference on mathematics and statistics and 34th annual meeting of mathematical society of R.O.C. : commemorating the 50th anniversary of Tamkang University)
會議地點 臺北縣, 臺灣
摘要 Consider an ordinary errors-in-variables model. The true level an(θ) of a test at nominal level a and sample size n is called to be pointwise robust if an (θ)→ α as n → ∞ for each parameter θ. Define an = sUPθEnan(θ), where n is the parameter space of θ. The test is said to be uniformly robust over Ω if an → α as n → ∞. It is known that all existing large-sample tests for the key parameters are pointwise robust but not uniformly robust, even for a narrow subset of parameter space. In this talk, we construct uniformly robust tests for some primary parameters in both functional and structural errors-in-variables models. These results can be used to establish the related confidence sets with certain desirable property in the same models. A small simulation showing that the proposed tests are superior to the ordi!1ary large-sample ones in the finite sample is also provided.
關鍵字 Errors-in-variables;Pointwise robust;Uniformly robust;Confidence coefficient;Projected test
語言 en
收錄於
會議性質 國內
校內研討會地點 淡水校園
研討會時間 20001208~20001210
通訊作者
國別 TWN
公開徵稿 Y
出版型式 紙本
出處 2000年國際數學與統計研討會暨第34屆中華民國數學會年會:慶祝淡江大學創校五十週年校慶 ( 2000 international conference on mathematics and statistics and 34th annual meeting of mathematical society of R.O.C. : commemorating the 50th anniversary of Tamkang University), pp.32
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