• 제목/요약/키워드: non-consistency matrix

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계층적 의사결정론에서 일관성 지수에 대한 통계적 검정 (A Statistical Testing of the Consistency Index in Analytic Hierarchy Process)

  • 이종찬;전명식;정형철
    • 응용통계연구
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    • 제27권1호
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    • pp.103-114
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    • 2014
  • 계층적 의사결정론(AHP)에서 응답자의 신뢰성을 평가하기 위해 일관성 지수가 활용된다. 일반적으로 일관성 지수값이 0에 근접할 수록 신뢰성이 있다고 판단되나, 신뢰성에 대한 임계값은 9점 척도의 비교행렬로 부터 모의실험 된 무작위 지수의 평균에 의존한다. 본 연구에서는 9점 척도 비교행렬에 의한 모의실험 분포가 차원별로 치우침이 심한 분포라는 점에 기초하여, 차원별 일관성 지수의 분위수에 기초한 통계적 가설검정 방법을 소개하기로 한다. 그리고, 모의실험으로 계산된 일관성 지수의 분포에 따라 적절한 임계 분위값을 제공하였다. 또한, 쌍대비교행렬의 각 원소에 오차를 고려한 모형을 적용하여, 일관성 지수의 분포를 감마분포로 특수한 경우 근사시킬 수 있음을 제시하였다.

Finite-Sample, Small-Dispersion Asymptotic Optimality of the Non-Linear Least Squares Estimator

  • So, Beong-Soo
    • Journal of the Korean Statistical Society
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    • 제24권2호
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    • pp.303-312
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    • 1995
  • We consider the following type of general semi-parametric non-linear regression model : $y_i = f_i(\theta) + \epsilon_i, i=1, \cdots, n$ where ${f_i(\cdot)}$ represents the set of non-linear functions of the unknown parameter vector $\theta' = (\theta_1, \cdots, \theta_p)$ and ${\epsilon_i}$ represents the set of measurement errors with unknown distribution. Under suitable finite-sample, small-dispersion asymptotic framework, we derive a general lower bound for the asymptotic mean squared error (AMSE) matrix of the Gauss-consistent estimator of $\theta$. We then prove the fundamental result that the general non-linear least squares estimator (NLSE) is an optimal estimator within the class of all regular Gauss-consistent estimators irrespective of the type of the distribution of the measurement errors.

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Trends in Indian Private Sector Bank Efficiency: Non-Stochastic Frontier DEA Window Analysis Approach

  • KUMAR, Ashish;ANAND, Nakul;BATRA, Vikas
    • The Journal of Asian Finance, Economics and Business
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    • 제7권10호
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    • pp.729-740
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    • 2020
  • The study examines the efficiency of private sector banks in India with the help of Window DEA (Data Envelopment Analysis) for a period from 2005 to 2017. With a window of three years, the period was divided into 11 windows. The study outcomes show that 59.9% of all private sector banks in India operate at more than 0.9 level of efficiency, and there are only three occasions when banks were operating at the efficiency value between 0.6 to 0.7. Further, the consistency in the efficiency scores of the banks has also been analyzed using an efficiency mapping matrix, and the mean efficiency score of the bank in each window is studied. The score of standard deviation was interpreted accordingly for these banks. Banks that are showing the highest efficiency scores also have a higher variance of efficiency scores. There was no bank identified in the matrix that promises high-efficiency ratings with low variability. The study concludes that the analysis of the efficiency mapping matrix indicates that, as a DMU escalates in the efficiency scores, the standard deviation reflecting the risk in overall efficiency scores also tends to rise. The findings complement the concept of higher risk to higher return or greater efficiency.

광범위 환경에서 EKF-SLAM의 일관성 향상을 위한 새로운 관찰모델 (A new Observation Model to Improve the Consistency of EKF-SLAM Algorithm in Large-scale Environments)

  • 남창주;강재현;도낙주
    • 로봇학회논문지
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    • 제7권1호
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    • pp.29-34
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    • 2012
  • This paper suggests a new observation model for Extended Kalman Filter based Simultaneous Localization and Mapping (EKF-SLAM). Since the EKF framework linearizes non-linear functions around the current estimate, the conventional line model has large linearization errors when a mobile robot locates faraway from its initial position. On the other hand, the model that we propose yields less linearization error with respect to the landmark position and thus suitable in a large-scale environment. To achieve it, we build up a three-dimensional space by adding a virtual axis to the robot's two-dimensional coordinate system and extract a plane by using a detected line on the two-dimensional space and the virtual axis. Since Jacobian matrix with respect to the landmark position has small value, we can estimate the position of landmarks better than the conventional line model. The simulation results verify that the new model yields less linearization errors than the conventional line model.

Development of fine grained concretes for textile reinforced cementitious composites

  • Daskiran, Esma Gizem;Daskiran, Mehmet M.;Gencoglu, Mustafa
    • Computers and Concrete
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    • 제18권2호
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    • pp.279-295
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    • 2016
  • A new innovative composite material is textile reinforced cementitious composite (TRCC). To achieve high flexural performance researchers suggest polymer modification of TRCC matrices. In this study, nine ready mix repair mortars commonly used in construction industry and the production of TRCC elements were examined. Mechanical properties such as compressive and flexural strength, drying shrinkage were studied. Being a significant durability concern, alkali silica reaction tests were performed according to related standards. Results showed that, some ready repair mortar mixes are potentially reactive due to the alkali silica reaction. Two of the ready mortar mixes labelled as non-shrinkage in their technical data sheets showed the highest shrinkage. In this experiment, researchers designed new matrices. These matrices were fine grained concretes modified with polymer additives; latexes and redispersible powders. Two latexes and six redispersible powder polymers were used in the study. Mechanical properties of fine grained concretes such as compressive and flexural strengths were determined. Results showed that some of the fine grained concretes cast with redispersible powders had higher flexural strength than ready mix repair mortars at 28 days. Matrix composition has to be designed for a suitable consistency for planned production processes of TRCC and mechanical properties for load-carrying capacity.

준 실시간 정밀 위성궤도결정을 위한 이론적 고찰 (A Preliminary Study of Near Real-time Precision Satellite Orbit Determination)

  • 배태석
    • 한국측량학회지
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    • 제27권1호
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    • pp.693-700
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    • 2009
  • 장기선 네트워크 RTK(Real-Time Kinematic) 측량, 정밀단독측위(precise point positioning) 및 전리층/대류권 지연 모니터링등 GPS를 이용한 실시간 데이터 처리를 위해서는 IGS(International GNSS Service)에서 제공하는 정밀궤도 수준의 정확도가 시간지연 없이 확보되어야 한다. 본 연구는 준 실시간 위성궤도결정을 위한 선행연구로서 일반적인 위성궤도 결정 방법, 특히 동역학적 방법에 대한 이론적 고찰과 가속도 적분을 위한 지구기준/관성좌표계 변환 방법에 대한 테스트를 수행하였다. IAU 1976/1980 세차/장동모델은 IAU 2000A 모델과 0.05mas 수준의 허용범위 내 차이를 보였다. IAU 2000A 모델은 기본적으로 복잡한 장동모델로 인해 변환행렬 계산에 많은 시간이 소요된다. IAU 2000A 모델에 기존 변환 방법을 사용하는 경우가 NRO(non-rotating origin) 방법에 비해 2배정도 빠른 결과를 보인 반면 회전행렬의 실질적인 차이는 없는 것으로 나타났다.

식이지방이 생체막 구조와 기능에 미치는 영향 (Effect of Dietary Fat on Structure and Function of Mammalian Cell Membrane)

  • 조성희
    • 한국식품영양과학회지
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    • 제13권4호
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    • pp.459-468
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    • 1984
  • The currently accepted model of membrane structure proposes a dynamic, asymmetric lipid matrix of phospholipids and cholesterol with globular proteins embedded across the membrane to various degrees. Most phospholipids are in the bilayer arrangement and also closely associated with integral membrane proteins or loosely associated with peripheral proteins. Biological functions of membrane, such as membrane-bound enzyme functions and transport systems, are influenced by the membrane physical properties, which are determined by fatty acid composition of phospholipids, polar head group composition and membrane cholesterol content. Polar and non-polar region of the phospholipid molecule can interact, with changes in the conformation of a membrane-associated protein altering either its catalytic activity or the protein's interaction with other membrane proteins. Mammalian dietary studies attempted to change the lipid composition of a few cell membranes have shown comparisons, using essential fatty acid-deficient diets. In recent years, Clandinin and a few other workers have pioneered the study proving the influence of dietary fat fed in a nutritionally complete diet on composition of phospholipid classes of cell membrane. Modulation caused by diet fat was rapid and reversible in phospholipid fatty acyl composition of membranes of cardiac mitochondria, liver cell, brain synaptosome and lymphocytes. These changes were at the same time, accompanied by variety of membrane associated functions controlled by membrane-bound enzymes, tranporter and receptor proteins. The findings suggest the basic concept of the necessity of dietary fatty acid balance if consistency of optimal membrane structural lipid composition is to be maintained, as well as the overall inadequacy of describing the nutritional-biochemical quality of a dietary fat solely by its content of linoleic acid. Furthermore, they give light on the possible application to clinical and preventive medicine.

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상급종합병원의 4대 중증질환 의료 서비스 품질과 보호받을 권리 및 존엄성 유지에 관한 연구 (A Study on the Quality of Healthcare Services for Four Critical Illnesses and the Maintenance of Right to Protection and Dignity in a Senior General Hospital)

  • 이우진;신민석
    • 품질경영학회지
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    • 제51권4호
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    • pp.531-550
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    • 2023
  • Purpose: The unique nature of life-and-death healthcare services sets them apart from other service industries. While many studies exist on the relationship between healthcare services and customer satisfaction, most of them focus on mildly ill patients, ignoring the differences between critically ill and non-seriously ill patients. This study discusses the actual quality of healthcare services for patients who are facing life-threatening illnesses and are on life support, as well as their right to protection and dignity. Methods: The survey conducted to 149 patients with the four major illnesses: cancer, heart disease, brain disease and rare and incurable disease, those who have experiences with senior general hospitals. Results: The basic statistics of this study are adequate to represent the four major critical illnesses, and the reliability and validity of this study's hypotheses, which were measured by multiple items, were analyzed, and the internal consistency was judged to be high. In addition, it was found that the convergent validity was good and the discriminant validity was also secured. When examining the goodness of fit of the hypotheses, the SRMR, which is the standardized root mean square of residuals that measures the difference between the covariance matrix of the data variables and the theoretical covariance matrix structure of the model, met the optimal criteria. Conclusion: The academic implications of this study are differentiated from other studies by moving away from evaluating the quality of healthcare services for mildly ill patients and focusing on the rights and dignity of patients with life-threatening illnesses in four senior general hospitals. In terms of academic implications, this study enriches the depth of related studies by demonstrating the right to protection and dignity as a factor of patient-centeredness based on physical environment quality, interaction quality, and outcome quality, which are presented as sub-factors of healthcare quality. We found that the three quality factors classified by Brady and Cronin (2001) are optimized for healthcare quality assessment and management, and that the results of patients' interaction quality assessment can be used to provide a comprehensive quality rating for hospitals. Health and human rights are inextricably linked, so assessing the degree to which rights and dignity are protected can be a superior and more comprehensive measurement tool than traditional health level measures for healthcare organizations. Practical implications: Improving the quality of the physical environment and the quality of outcomes is an important challenge for hospital managers who attract patients with life and death conditions, but given the scale and economics of time, money, and human inputs, improving the quality of interactions and defining them as performance indicators in hospital quality management is an efficient way to create maximum value in the short term.