• 제목/요약/키워드: consistency of two histograms

검색결과 2건 처리시간 0.017초

모수적 부트스트랩을 이용한 차등정보보호 히스토그램의 동질성 검정 (A parametric bootstrap test for comparing differentially private histograms)

  • 손주희;박민정;정성규
    • 응용통계연구
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    • 제35권1호
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    • pp.1-17
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    • 2022
  • 본 논문에서는 모수적 부트스트랩을 이용한 두 차등정보보호 히스토그램의 동질성 검정을 제안한다. 제안된 검정 방법은 차등정보보호 히스토그램과 적용된 차등정보보호 수준 정보만 있을 때에도 사용 가능하며, 비교하고자 하는 두 히스토그램에 적용된 차등정보보호의 수준이 다를 때에도 사용할 수 있다는 장점이 있다. 검정 방법의 성능을 평가하기 위해 미국과 한국의 연령별 인구분포 자료를 사용하고, 제 1종 오류의 확률이 잘 통제됨과 높은 검정력을 확인한다.

Statistical approach to a SHM benchmark problem

  • Casciati, Sara
    • Smart Structures and Systems
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    • 제6권1호
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    • pp.17-27
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    • 2010
  • The approach to damage detection and localization adopted in this paper is based on a statistical comparison of models built from the response time histories collected at different stages during the structure lifetime. Some of these time histories are known to have been recorded when the structural system was undamaged. The consistency of the models associated to two different stages, both undamaged, is first recognized. By contrast, the method detects the discrepancies between the models from measurements collected for a damaged situation and for the undamaged reference situation. The damage detection and localization is pursued by a comparison of the SSE (sum of the squared errors) histograms. The validity of the proposed approach is tested by applying it to the analytical benchmark problem developed by the ASCE Task Group on Structural Health Monitoring (SHM). In the paper, the results of the benchmark studies are presented and the performance of the method is discussed.