• 제목/요약/키워드: Non-parametric test

검색결과 250건 처리시간 0.024초

Health monitoring of a historical monument in Jordan based on ambient vibration test

  • Bani-Hani, Khaldoon A.;Zibdeh, Hazem S.;Hamdaoui, Karim
    • Smart Structures and Systems
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    • 제4권2호
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    • pp.195-208
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    • 2008
  • This paper summarizes the experimental vibration-based structural health monitoring study on a historical monument in Jordan. In this work, and within the framework of the European Commission funded project "wide-Range Non-Intrusive Devices Toward Conservation of Historical Monuments in the Mediterranean Area", a seven and a half century old minaret located in Ajloun (73 km north of the capital Amman) is studied. Because of their cultural value, touristic importance and the desire to preserve them for the future, only non-destructive tests were allowed for the experimental investigation of such heritage structures. Therefore, after dimensional measurements and determination of the current state of damage in the selected monument, ambient vibration tests are conducted to measure the accelerations at strategic locations of the system. Output-only modal identification technique is applied to extract the modal parameters such as natural frequencies and mode shapes. A Non-linear version of SAP 2000 computer program is used to develop a three-dimensional finite element model of the minaret. The developed numerical model is then updated according to the modal parameters obtained experimentally by the ambient-vibration test-results and the measured characteristics of old stone and deteriorated mortar. Moreover, a parametric identification method using the N4Sid state space model is employed to model the dynamic behavior of the minaret and to build up a robust, immune and noise tolerant model.

AHP를 이용한 대안 평가의 유의성 분석: 비모수적 통계 검정 적용 (The Significance Test on the AHP-based Alternative Evaluation: An Application of Non-Parametric Statistical Method)

  • 박준수;김성철
    • 한국전자거래학회지
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    • 제22권1호
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    • pp.15-35
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    • 2017
  • 공공사업 타당성 평가나 대안 선정에서는 대부분 AHP 기법을 활용하여 대안별 가중합 방식으로 최종 점수를 산정하고 그 값이 가장 큰 대안을 선택하고 있다. 특히 타당성 분석과 같은 경우에는 최종 점수가 0.5보다 큰 대안을 선택하게 되는데, 그 값이 0.5보다 얼마나 커야 의사결정이 의미있고 설득력있는 판단이라고 할 수 있는지에 대한 합리적인 기준 없이 적용되고 있다. 한국개발연구원(KDI)에서 제시한 방법론에는 사업진행 대안의 종합 점수가 0.5 근처에 있는 경우를 회색 영역으로 구분하여 신중한 결정을 하도록 제시하고 있는데, 세부기준에 관한 이론적 검토는 빈약하다. 반면, 통계적 검정의 개념을 도입하여 시도된 분석사례에서는 가중합 평가 점수의 확률분포로서 정규분포 또는 베타분포를 가정하였으나, 이에 대한 분포적 타당성은 제시되지 않았다. 본 논문에서는 현재 다양한 분야에서 적용되고 있는 가중합 평가 방식의 사례를 검토하여 그 결과의 통계적 검정의 필요성을 제기하고, 통계적 검정을 위하여 특정 분포를 가정하지 않는 비모수적 검정 방법을 제시한다. 그리고 본 연구에서 제시한 방법을 국방 분야의 사례에 적용하고 그 함의와 함께 향후 연구의 발전방향을 제안한다.

앉은 자세 수직축 전신 진동에 대한 한국인의 등감각 곡선 분석 (Analysis of Equal Sensation Curves for the Korean People about Vertical Whole-Body Vibration)

  • 김건우;김민석;유완석
    • 한국자동차공학회논문집
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    • 제18권1호
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    • pp.105-111
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    • 2010
  • In the field of 'Human Vibration', it has been interested subjects to make equal sensation curves related to translational and rotational direction of whole-body, hand-transmitted and head-transmitted vibration, etc. When we consider the vibration of a vehicle, the main factor is vertical whole-body vibration. Until now, most of equal sensation curves used to derive frequency weighting function had been made using Western people. However, because of the inherent differences (for example, characteristic and shape of body parts, muscular and cellular tissue) between the Western people and the Oriental people, equal sensation curves based on Oriental people might be required. Also, the weight differences between the samples which consist of average-weighted and over-weighted group might cause the difference of equal sensation curves. So, in this study, 20 male Korean people were used to find equal sensation curves subject to vertical whole-body vibration on seated posture. Among 20 males, an over weighted group consisted of 10 male persons and an average weighted group was the others. Integrating and analyzing the data of two groups, some of non-parametric tests such as 'The Wilcoxon Signed Rank Test' and 'The Mann Whitney U test' were used.

비모수추정법에 의한 부산시 가정용수 수질개선에 대한 지불의사액 추정 (Estimating Willingness to Pay for the Tap Water Quality Improvement in Busan Using Nonparametric Approach)

  • 표희동;박철형;추재욱
    • 한국수자원학회논문집
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    • 제44권2호
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    • pp.125-134
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    • 2011
  • 이 논문은 비모수추정법에 의한 조건부가치측정법을 이용하여 부산시 가정용수 수질개선에 대한 지불의사액을 추정하는 것이다. 이와 같은 연구는 생활용수를 관리하는 정책입안자들에게 수질개선에 따른 경제적 편익의 정보를 제공하고, 부산시의 생활용수 개선사업을 수행여부나 수행규모를 결정하는데 있어서 유용한 정보와 시사점을 제공할 수 있다. 비모수추정법은 모수추정법에서 가정되는 모형분포의 적합도, 모형설정, 이분산 등의 가정과 검정이 필요 없을 뿐만 아니라 비교적 추정이 용이하고 보수적 추정을 할 수 있는 장점이 있다. 이 논문은 조건부가치측정법의 신뢰성과 타당성을 확보하기 위해서 층화된 무작위표본추출법에 의한 개인면접방법을 통하여 665개의 표본을 선정하였다. 추정결과 가정용수 수질개선에 대한 부산시 가구당 월 평균 지불의사액은 2009년 기준 3,190원에서 3,331원이고, 중앙값은 가구당 월 1,750원으로 추정되었다. 부산시민 전체의 가정용수 수질개선에 대한 연간 경제적 편익은 평균WTP를 적용할 경우 502억원, 중앙값 WTP를 적용할 경우 275억원으로 추산되었다. 이와 같은 연구결과는 상수도 수질정책의 시행여부를 결정하는 비용편익분석이나 다양한 생활용수 수질개선정책에 있어서 편익의 유용한 정보로 활용할 수 있다.

의류 판매원 교육실태에 관한 연구 (A Study on Sales Training of Clothing Companies)

  • 김미숙;김보경
    • 복식문화연구
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    • 제7권4호
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    • pp.155-167
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    • 1999
  • The present study investigated various sales training programs used by apparel companies and compared each other in order to provide an important information for developing effective training programs for professional salesperson. Sixty eight companies were used and grouped into four categories based on brand characteristics : domestic national brand(DNB), casual brand(CB), foreign brand(FB) and domestic designer brand(DDB). Data were collected from the managers in charge or training salesperson by both questionnaires and personal and telephone interviews. Data were collected during July in 1998, and analyzed by using ANOVA, Duncan\`s multiple range test, and Chi-square test. Since the sample size was small, Yates\` correction formula was used to maximize statistical validity in non-parametric procedure of Chi-square test. The main purpose of sales training indicated by the companies were to satisfy customers and to maximize the profit. Significant differences were found among the groups in the importance level of training contents such as knowledge, and customer relation, training methods, place, and duration/frequency of training at training center.

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Assessment Criteria and Capability Scores for Upper Extremity Functions from Inclusive Design Perspectives

  • Kim, Taesun
    • 감성과학
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    • 제19권2호
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    • pp.89-100
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    • 2016
  • Inclusive design is increasingly gaining attention, as some people find using products difficult after becoming physically impaired, despite daily use. However, making inclusive products is a challenge for designers or companies, as a lack of knowledge and tools stems their low involvement in it. Developing inclusive design tools is thus needed. This study developed criteria to assess upper extremity capabilities corresponding to specific daily activities. A questionnaire survey was conducted among 58 physiatrists and orthopedists. Non-parametric statistics were employed and medians were adopted as representative scores in the assessment criteria based on normality and reliability test results, non-normal data, and strong reliability of respondents in ranking. Consequently, an assessment tool was developed with 14 criteria (divided into range of motion and strength) and capability scores between 0 and 100, which discerned the moderately impaired from the severely disabled and fully capable. Since the doctors agreed to adopt the criteria but assign numeric values, especially for mild impairments, their capability assessment perception was likely influenced by dichotomy. To compensate for these deficits, qualitative or ergonomic approaches are considered simultaneously.

치과위생사에 대한 환자만족도와 치과 치료지시 이행도의 관계 (Relationship between dental care compliance and patients' satisfaction about dental hygienist)

  • 김선영
    • 한국치위생학회지
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    • 제19권6호
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    • pp.1015-1024
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    • 2019
  • Objectives: This study aimed to examine the correlation between dental care compliance and patients' satisfaction about dental hygienists who are oral health care experts likely to lead patients' motivation. Methods: From June 11 to September 30, 2019, a questionnaire survey was conducted and a total of 189 people completed a structured questionnaire evaluating patient's satisfaction and dental compliance. Data were analyzed using non-parametric tests such as Mann-Whitney test, Kruskal-Wallis rank test, and Spearman's correlation. Results: There was a statistically significant correlation between dental care compliance and the area of good impression (r=0.187, p<0.001), support for interpersonal support (r=0.346, p<0.001), and dissatisfaction (r=0.304, p<0.001). Conclusions: It is necessary to continuously study and identify ways to enhance dental care compliance and patients' satisfaction.

『전래놀이 프로그램』이 지역아동센터 아동의 자아존중감과 사회적 능력에 미치는 영향 (The Effects of a 『Traditional Play Program』 on a Child's Self-Esteem and Social Competency in a Community Child Center)

  • 김민석;최진아
    • 아동학회지
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    • 제36권6호
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    • pp.39-57
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    • 2015
  • This study aimed to confirm the usefulness of a "Traditional Play Program" in a self-esteem and social competency enrichment program at a Community Child Center. The subjects of this research comprised 12 children attending L Community Child Center in M city and participated in a "Traditional Play Program" for each 70minutes every week through total 10 sessions running from July 28th to September 29th in 2014. The collected data were analyzed by the Mann-Whitney & Wilcoxon test as non-parametric test, in addition to the progressive recording method for behavior observation. The results of this study indicate that a "Traditional Play Program" enriches the self-esteem and social competence of children who gets more vigorous activity sociality initiative respectively, and proves the usefulness for a Community Child Center.

NSGA-II를 이용한 마이크로 프로펠러 수차 블레이드 최적화 (Optimization of Micro Hydro Propeller Turbine blade using NSGA-II)

  • 김병곤
    • 한국유체기계학회 논문집
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    • 제17권4호
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    • pp.19-29
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    • 2014
  • In addition to the development of micro hydro turbine, the challenge in micro hydro turbine design as sustainable hydro devices is focused on the optimization of turbine runner blade which have decisive effect on the turbine performance to reach higher efficiency. A multi-objective optimization method to optimize the performance of runner blade of propeller turbine for micro turbine has been studied. For the initial design of planar blade cascade, singularity distribution method and the combination of the Bezier curve parametric technology is used. A non-dominated sorting genetic algorithm II(NSGA II) is developed based on the multi-objective optimization design method. The comparision with model test show that the blade charachteristics is optimized by NSGA-II has a good efficiency and load distribution. From model test and scale up calculation, the maximum prototype efficiency of the runner blade reaches as high as 90.87%.

대학도서관 전자책서비스 활성화 방안에 관한 연구 - 대출기록 분석을 중심으로 - (A Study on the Scheme to Activate an e-Book Service in Academic Libraries)

  • 정진한
    • 한국문헌정보학회지
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    • 제43권1호
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    • pp.113-133
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    • 2009
  • 이 연구는 대학도서관 이용자 특성과 연계한 전자책 대출기록 분석하여, 대학도서관 전자책서비스의 낮은 이용에 대한 원인을 분석하고 전자책서비스 활성화 방안을 제시하였다. 이의 분석방법으로 기초분석은 빈도분석과 기술통계를 사용하였으며, 성별과 전공분야별로 평가항목 간에 유의한 차이가 있는지를 분석하기 위해 t-test, ANOVA, 교차분석($X^2$) 및 상관관계를 사용하였다.