• Title/Summary/Keyword: Covariance Structure

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On the Dependence Structure of Concornitants of Order Statistics

  • Song-Ho Kim;Tae-Sung Kim
    • Journal of the Korean Statistical Society
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    • 제25권2호
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    • pp.255-263
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    • 1996
  • Let $(X_{1j}, X_{2j}, … , X_{nj}, Y_j/)$j = 1, 2, … , n, be a sample of size n on an (m + l)-dimensional vector $(X_1, X_2, … , X_m, Y)$, m .geq. 1. If $Y_{(r)}$ denote the rth order statistic from Y, then the $X_{[r:n]}$ paired with $Y_(r)$ is termed the concomitant vector of the order statistics. The general distributions of concomitant of order statistics will be found. The mean, variance and covariance of$X_{[r:n]}$ Will be studied. Then we will apply the results to the multivariate normal variate case.e.

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가속도를 이용한 인공신경망 기반 실시간 손상검색기법 (ANN-based Real-Time Damage Detection Algorithm using Output-only Acceleration Signals)

  • 김정태;박재형;도한성
    • 한국전산구조공학회:학술대회논문집
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    • 한국전산구조공학회 2007년도 정기 학술대회 논문집
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    • pp.43-48
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    • 2007
  • In this study, an ANN-based damage detection algorithm using acceleration signals is developed for alarming locations of damage in beam-type structures. A new ANN-algorithm using output-only acceleration responses is designed for damage detection in real time. The cross-covariance of two acceleration signals measured at two different locations is selected as the feature representing the structural condition. Neural networks are trained for potential loading patterns and damage scenarios of the target structure for which its actual loadings are unknown. The feasibility and practicality of the proposed method are evaluated from laboratory-model tests on free-free beams for which accelerations were measured before and after several damage cases.

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교란 대기를 통한 스펙클 전파의 통계적 코바리언스 함수의 효과 (Effect of the covariance function on the statistics of speckle propagation through the turbulent atmosphere.)

  • 성평식;박계원
    • 한국정보통신학회논문지
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    • 제3권1호
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    • pp.29-34
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    • 1999
  • 본 논문은 확장된 Huygens-Fresnel원리를 이용하여 섭동대기 공간을 통하여 진행하는 스팩클 전파에서 수신된 강도를 통계적으로 해석하였다. 그 결과 이러한 수식들은 파구조 함수뿐만 아니라 log-amplitude 코바리안스를 포함하고, 정규화 바리언스가 섭동세기에 의존하여 1 이상이 되는 것을 알았다.

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Singular Value Decomposition Approach to Observability Analysis of GPS/INS

  • Hong, Sin-Pyo;Chun, Ho-Hwan
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2006년도 International Symposium on GPS/GNSS Vol.1
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    • pp.133-138
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    • 2006
  • Singular value decomposition (SDV) approach is applied to the observability analysis of GPS/INS in this paper. A measure of observability for a subspace is introduced. It indicates the minimum size of perturbation in the information matrix that makes the subspace unobservable. It is shown that the measure has direct connections with observability of systems, error covariance, and singular structure of the information matrix. The observability measure given in this paper is applicable to the multi-input/multi-output time-varying systems. An example on the observability analysis of GPS/INS is given. The measure of observability is confirmed to be less sensitive to system model perturbation. It is also shown that the estimation error for the vertical component of gyro bias can be considered unobservable for small initial error covariance for a constant velocity horizontal motion.

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슬라이딩 메모리 공분산형 환상 격자 필터 및 ARMA모델링에의 응용 (A Sliding Memory Covariance Circular Lattice Filter and Its Application to ARMA Modeling)

  • 장영수;이철희;양흥석
    • 대한전기학회논문지
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    • 제38권3호
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    • pp.237-246
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    • 1989
  • A sliding memory covariance circular lattice (SMC-CL) filter and an efficient ARMA modeling method using the SMC-CL filter are presented. At first, SMC-CL filter is derived based on the geometric approach. Then ARMA process is converted into 2 channel AR process, and SMC-CL filter is applied to it. The structure of SMC-CL filter becomes simpler in case of ARMA modeling due to the whiteness of a driving input process. The parameters of ARMR process can be obtained by the Levinson recursions from the PARCOR coefficients of the second channel of the filter. Computer simulations are performed to show the effctiveness of the proposed algorithm.

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이태리 레스토랑 종사자들의 리더십 유형에 관한 연구 (Research on the Leadership Types in Italian Restaurants)

  • 임성빈;김판진
    • 유통과학연구
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    • 제10권12호
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    • pp.35-43
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    • 2012
  • Purpose - This study analyzes the effects of types of leadership on the employees of Italian restaurants, its efficacy, and organizational citizenship behavior, utilizing a causal assessment model. In this study, independent variables such as the type of leadership perceived in the manager or chef by an Italian restaurant's employees, and its efficacy were parameters, and the organizational citizenship behavior and organizational effectiveness were the variables representing the results in the hypothesis. The study aimed to draw implications by verifying the leadership via efficacy and the impact on organizational citizenship behavior of Italian restaurants. Research design, data, methodology - For the purpose of this analysis, specific questionnaire items were configured according to the theory and efficacy of the study. From a questionnaire used in organizational citizenship behavior comprising 22 questions, six were modified to suit the research purpose of this study. The configured questionnaire comprised 5 parts and 40 items. A Likert (Likert) 5-point scale was utilized to measure responses to the questionnaire items from the employees of an Italian restaurant in Seoul who participated in the survey. For data collection, 400 questionnaires were distributed, and 344 collected. Factor analysis and reliability verification were conducted using SPSS18.0 and AMOS18.0. A covariance structure analysis was conducted to test the research hypotheses. Results - Based on the results of the analyses, the summary and suggested implications of the research are as follows: The covariance structure analysis used to analyze the kind of effect transformational and transactional leadership styles in Italian restaurant employees had on self-efficacy, group-efficacy, and organizational citizenship behavior, indicated that among the characteristics of transformational leadership (such as, idealized influence, inspirational motivation, individual consideration, and intellectual stimulation), idealized influence and individual consideration had a positive influence on self-efficacy. Idealized influence, individual consideration, conditional reward, and management by exception also positively influenced self-efficacy and altruistic and conscientious behavior (organizational citizenship behavior). Conclusions - Results suggest that with regard to self-efficacy and group efficacy, managers in different departments and chefs should provide team members with a vision for the future, increase their confidence in their abilities, and build their trust in the organization. By evaluating employee performance and experiences, management can demonstrate leadership and encourage organizational citizenship behavior through enjoyable, voluntary participation. Transformational and transactional leadership is effective in group processes that include social-exchange relationships, self-efficacy and group efficacy, and organizational citizenship behavior. However, as this research study utilizes only self-reported data, it has several limitations, such as a vulnerability of errors caused by the various experiment types. A significant limitation of this study is the lack of potential for the duplication of results. The covariance structure analysis, however, provides complementation to limit the impact of errors from self-reporting studies. A future study can extend this research by utilizing different data collection methods.

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치과위생사의 직무스트레스, 피로 및 직무만족도가 이직의도에 미치는 영향에 대한 공분산구조분석 (Covariance Structure Analysis on the Impact of Job Stress, Fatigue Symptoms and Job Satisfaction on Turnover Intention among Dental Hygienists)

  • 한세영;조영채
    • 한국산학기술학회논문지
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    • 제17권7호
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    • pp.629-640
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    • 2016
  • 본 연구는 치과위생사들의 직무스트레스, 피로증상 및 직무만족도가 이직의도에 미치는 영향을 규명할 목적으로 사도하였다. 연구대상은 치과 병 의원에 근무하고 있는 치과위생사 516명을 대상으로 2015년 4월 1일부터 6월 30일까지의 기간 동안에 자기기입식 설문지를 이용한 설문조사를 실시하였다. 자료의 분석은 각 독립변수에 대한 이직의도의 평균점수를 비교하였으며 t-test 및 ANOVA로 검정하였다. 또한 직무스트레스, 피로증상, 직무만족도 및 이직의도 간의 Pearson상관분석에 의한 상관계수를 구하였으며, 공분산구조분석을 사용하여 이직의도와 직무스트레스, 피로증상 및 직무만족도와의 관련성을 평가하였다. 연구결과, 조사대상자의 이직의도는 직무스트레스가 높은 군일수록, 피로증상이 높은 군일수록, 직무만족도가 낮은 군일수록 유의하게 높았다. 조사대상자의 이직의도는 직무스트레스 및 피로증상과는 유의한 양의 상관관계를 보인 반면, 직무만족도와는 유의한 음의 상관관계를 보였다. 공분산 구조분석 결과, 직무스트레스는 피로증상이나 직무만족도보다 이직의도에 더 큰 영향을 미쳤으며, 직무스트레스와 피로증상이 높고, 직무만족도가 낮을수록 이직의도를 높이는 효과가 있는 것으로 나타났다. 위와 같은 결과는 치과위생사들의 이직의도는 피로증상이나 직무만족도보다 직무스트레스에 의해 더 큰 영향을 받고 있음을 알 수 있다. 따라서 치과위생사들의 이직의도를 낮추기 위해서는 직무스트레스 및 피로를 감소시키고, 직무만족도를 향상시키기 위한 노력이 필요할 것으로 생각된다.

초 . 중학생들의 과학탐구능력에 미치는 인지적, 정의적 특성에 대한 공변량 구조분석 (Covariance Structure Analysis of Science Process Skills Affected by Students' Cognitive and Affective Characteristics in Elementary and Middle School)

  • 임청환;김승화;양일호
    • 한국과학교육학회지
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    • 제17권1호
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    • pp.1-10
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    • 1997
  • The purpose of this study was to analyze the structural model of causal effects of students' variables on science process skills. Student characteristics investigated in the study included attitude related to the science, logical thinking ability, scientific experiences, cognitive style. Covariance structural modeling procedures were used to test causal inferences about hypothesized relationships. The sample consisted of 319 6th grade students and 321 8th grade students in Seoul City, Korea. Five instruments were used in the study, TSPS(test of science process skills), GALT(group assessment of logical thinking), CEFT(children embedded figures test), questionnaire of attitude related to the science, questionnaire of scientific experience. For statistical analysis, the study adopted the structural equation modeling with LlSREL, a computer statistical program developed by J reskog and S rbom. Major findings of the study are as follows:1) Logical thinking ability has a most strong direct effect on science process skills. 2) The structural coefficient of scientific experience influence on attitude related to the science has the greatest direct one than the others in the covariance structural model. According to the results of this study, it is very importance that various scientific experiences, particularly hands-on activity, should be offer to students to improve science process skills. Also, understanding the relationships of student variable to science process skills will be helpful to decision making on the part of curriculum developers, science teachers and researchers.

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반복측정의 이가반응 자료에 대한 로짓 모형 (A Logit Model for Repeated Binary Response Data)

  • 최재성
    • 응용통계연구
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    • 제21권2호
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    • pp.291-299
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    • 2008
  • 동일 개체가 여러 시점에서 반복되어 측정될 때, 측정값들 간에 종속성을 예상할 수 있다. 본 논문은 한 개체의 이가 반응변수가 g개 시점에서 관측될 때, 종속적인 g개 이 가변수들의 다변량 분포로부터 각 시점에서의 주변분포의 동질성을 파악하기 위한 로짓모형을 제시하고 자료분석 방법을 제공하고자 한다. 모형과 관련된 가정으로 반복측정이 행해지는 g개 시점은 각기 서로 다른 요인 또는 공변량의 결합수준들로 구성된다고 가정한다. 또한, 모형에서 고려된 처치들이 반복측정에 기인하는 서로 다른 크기의 실험 단위들에 행해질 때 모수들을 추정하기 위한 방법으로 가중최소제곱법을 다루고 있다. 여기서 가중최소제곱법은 반응변수들의 종속성으로 인한 공분산 구조에 근거한 모형내 모수들의 효과를 효율적으로 추론하기 위해 이용된다. 제시된 모형은 주변로짓을 이용함으로써 단순히 주변확률분포의 동질성에 대한 검정뿐만 아니라 모형의 타당성 및 요인들의 수준변화에 따른 효과를 파악하기 위한 효과적인 모형임을 보여준다.

태국 Tak 플럭스 관측소의 실시간 자료 감시 및 모사 시스템 (Real Time Monitoring and Simulation System (RTMASS) for Tak Flux Measurement Site, Thailand)

  • Wonsik Kim;Hyungjun Kim;Joon Kim;Yasushi Agata;Shin Miyazaki;Taikan Oki
    • 한국농림기상학회지
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    • 제5권2호
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    • pp.116-127
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    • 2003
  • 태국 북서부의 Tak 지방에 KoFlux(Korean Flux Network) 연구의 일환으로서 플럭스 관측소(Tak flux measurement, TFM site)가 설립되었다. 이곳에서 이산화탄소와 물, 그리고 에너지 플럭스를 관측하기 위해 와 공분산시스템(eddy covariance system)을 적용하였으며 관측된 자료는 실시간 자료 감시 및 모사 시스템(Real time monitoring and simulation system, RTMASS)을 이용하여 처리되어 전송된다. RTMASS는 KoFlux-DIS(Data information system)의 핵심 구조이고 원격지 시스템과 중앙 시스템으로 나누어지며 자료의 수집 및 전송. 자료의 저장 및 처리가 본 시스템의 주된 기능이다. 난류특성과 미기상학적인 분석 자료에 따르면, TM 관측소는 열대 낙엽수림에 대한 다양한 플럭스 및 에너지 수지를 관측하고 분석하는데 적합하다고 할 수 있다.