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Resistant Singular Value Decomposition and Its Statistical Applications

  • Park, Yong-Seok;Huh, Myung-Hoe
    • Journal of the Korean Statistical Society
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    • v.25 no.1
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    • pp.49-66
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    • 1996
  • The singular value decomposition is one of the most useful methods in the area of matrix computation. It gives dimension reduction which is the centeral idea in many multivariate analyses. But this method is not resistant, i.e., it is very sensitive to small changes in the input data. In this article, we derive the resistant version of singular value decomposition for principal component analysis. And we give its statistical applications to biplot which is similar to principal component analysis in aspects of the dimension reduction of an n x p data matrix. Therefore, we derive the resistant principal component analysis and biplot based on the resistant singular value decomposition. They provide graphical multivariate data analyses relatively little influenced by outlying observations.

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Resistant Principal Factor Analysis

  • Park, Youg-Seok;Byun, Ho-Seon
    • Journal of the Korean Statistical Society
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    • v.25 no.1
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    • pp.67-80
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    • 1996
  • Factor analysis is a multivariate technique for describing the in-terrelationship among many variables in terms of a few underlying but unobservable random variables called factors. There are various approaches for this factor analysis. In particular, principal factor analysis is one of the most popular methods. This follows the mathematical algorithm of the principal component analysis based on the singular value decomposition. But it is known that the singular value decomposition is not resistant, i.e., it is very sensitive to small changes in the input data. In this article, using the resistant singular value decomposition of Choi and Huh (1994), we derive a resistant principal factor analysis relatively little influenced by notable observations.

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Development and Comparisons of Bayesian Acceptance Sampling Plans for the Exponential Lifetime Distribution (지수 수명분포에 대한 Bayesian 합격판정 샘플링계획의 개발 및 비교에 관한 연구)

  • Jeong, Hyun-Seok;Jin, Hwi-Chul;Yum, Bong-Jin
    • Journal of Korean Institute of Industrial Engineers
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    • v.20 no.1
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    • pp.15-25
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    • 1994
  • The Bayesian approach to reliability acceptance sampling has several advantages over the non-Bayesian approach. For instance, the former usually requires less amount of testing time and smaller sample sizes than the latter. In this article, a Bayesian acceptance sampling plan(ASP) based on a failure-free period life test is developed under the assumption of exponential lifetime distribution, and is compared with the corresponding Bayesian hybrid ASP in terms of the expected completion time. It is found that the proposed ASP tends to have a smaller expected completion time than the Bayesian hybrid ASP as the prior assessment of the reliability of a lot becomes optimistic, and vice versa. Tables of failure-free period Bayesian ASP's are also included.

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A Study on the Department System of Middle Schools in the Rural Area (농촌지역 중학교의 교과교실제 적용에 관한 연구)

  • Yang, Kum-Suek
    • Journal of the Korean Institute of Rural Architecture
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    • v.15 no.4
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    • pp.25-34
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    • 2013
  • The purpose of this study is to clarify the actual condition of the plan of middle schools in the rural area. Recently, many middle schools are remodeling the buildings and facilities based on the department system. This study, through analyzing on 3 remodeling cases of middle school in the rural area. This article discuses about the basic characteristics of the plan composition and the education programs of 3 middle schools. This study is showing the variation before and after remodeling and space organization types. The results of this study are summarized as follows; 1) Most of them take horizontal zoning system in the department classrooms. 2) Consideration is given to the space of homebas. 3) In the short term, if there is not enough classroom space utilization ratio should be adjusted in the classroom.

Evolutionary and Comparative Genomics to Drive Rational Drug Design, with Particular Focus on Neuropeptide Seven-Transmembrane Receptors

  • Furlong, Michael;Seong, Jae Young
    • Biomolecules & Therapeutics
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    • v.25 no.1
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    • pp.57-68
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    • 2017
  • Seven transmembrane receptors (7TMRs), also known as G protein-coupled receptors, are popular targets of drug development, particularly 7TMR systems that are activated by peptide ligands. Although many pharmaceutical drugs have been discovered via conventional bulk analysis techniques the increasing availability of structural and evolutionary data are facilitating change to rational, targeted drug design. This article discusses the appeal of neuropeptide-7TMR systems as drug targets and provides an overview of concepts in the evolution of vertebrate genomes and gene families. Subsequently, methods that use evolutionary concepts and comparative analysis techniques to aid in gene discovery, gene function identification, and novel drug design are provided along with case study examples.

천부경의 본의해석

  • 이천효
    • Journal of Korean Library and Information Science Society
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    • v.25
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    • pp.143-166
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    • 1996
  • Recently Orientalism becomes the center of public interest. So many books related to Cheon Pu Kyung(천부경) are published in Korea. But the present writer thinks that such literature doesn#t communicate us, as it is, the original meaning of Cheon Pu Kyung. Most specialists concentrate on not so much the original text interpretation as annotation in reference to Cheon Pu Kyung. If so, it is difficult for us to find out precisely the real intention of it. Consequently the present writer in the interpretation of Cheon Pu Kyung makes plans to carry out the real intention interpretation and annotation based on Cheon Pu Kyung interpretation of Seok-Kok(석곡) Lee, Kyu-Jun(이규준). Together, the contents on which this article is based on were investigated as follows: 1. words go into 2. the limit of the original text interpretation 3. why does it need the real intention interpretation of Cheon Pu Kyung 4. the interpretative limit of Cheon Pu Kyung literature 5. Cheon Pu Kyung interpretation of Seok-Kok(석곡) Lee, Kyu-Jun(이규준) 6. words go out.

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The Development and Application of Policy Formulation Methodology Using Probabilistic System Dynamics (확률적 시스템 다이나믹스를 이용한 정책구조 수립 방법론과 그 응용)

  • 조형래;이진주
    • Journal of the Korean Operations Research and Management Science Society
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    • v.8 no.2
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    • pp.9-25
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    • 1983
  • A new approach to cross impact analysis using probabilistic system dynamics(PSD) is presented in this article. The previous models using PSD consist of system dynamics models as a basis which are interacting with cross impact analysis (CIA) sectors. In this model, the policy impact analysis part is separated from the CIA sectors and is constituted an independent subsectors of the model. The policy subsector is designed to separate the policy impact and provide feedback both to the system dynamics base model and cross impact analysis sectors. The new technique is applied to the forecasting, assessment and policy formulation of air pollution in Seoul metropolitan area in 2,000. The results show that the new tool consider policy effects more effectively than the previous PSD models.

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Obsessive-Compulsive Disorder and Glutamatergic Dysfunction (강박장애와 글루타메이트 기능 이상)

  • Hwang, Syung-Shick;Kim, Chan-Hyung
    • Anxiety and mood
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    • v.3 no.1
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    • pp.20-25
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    • 2007
  • The definite causes of obsessive-compulsive disorder (OCD) are still unknown. OCD has been suggested to be related to many neurotransmitters in brain, such as serotonin, dopamine and glutamate. It has been shown that serotonergic neurons play a crucial role in the pathophysiology of OCD. Recently, it is known that neurotransmitters other than serotonin also play a role in the pathophysiology of OCD, and a series of studies have provided a few evidence that glutamate may be involved in some OCD patients. The purpose of this article was to review the literatures on glutamatergic dysfunction in OCD. We suggest that glutamatergic dysfunction may be implicated in the pathophysiology of OCD.

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Current Issues on Climate Change and Water (기후변화의 쟁점과 물)

  • Yun, Zuwhan
    • Journal of Korean Society on Water Environment
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    • v.25 no.5
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    • pp.641-650
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    • 2009
  • The IPCC's standing on the anthropogenic warming is discussed in this article. The differences between the climate alarmist and skeptics have been addressed in terms of scientific and policy stand point of view. The political and economical significances of climate change have been discussed, too. Although atmospheric temperature and rainfall precipitation are two most important factors in the climate change, most of the recent attentions have drawn on mainly temperature and $CO_2$ issue. In spite of argues on the uncertainty in anthropogenic warming related to $CO_2$, the inevitable climate change should correspondingly change the humanity in near feature.

The Application of Real Options Theory in Defense Offset Contract (절충교역에서의 실물옵션 방법론 적용에 관한 연구)

  • Lee, Jeong-Dong;Jang, Won-Joon;You, Tae-Ho;Lee, Choon-Joo
    • Journal of the military operations research society of Korea
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    • v.31 no.1
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    • pp.14-25
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    • 2005
  • Defense offset is considered to be all effective way of acquiring defense critical technologies and arms components as a counter-trade obligation ill defense acquisition contracts. Although arranging the offset contracts is wide]y perceived as necessary, there hardly exists an acceptable model of valuation of the offset technology. By undertaking the technology valuation approach and applying the option approach tn the offset program, we present an offset technology valuation model that maximizes social net benefit of the countries transferring the technology. This article applies our model to an actual case of defense technology transfer in the Republic of Korea. The contribution of this paper is in applying the option approach to the valuation of defense onset technology, providing for the additional flexibility to tile analysis. Our research suggests several policy implications that can be applied to the actual process of defense offsets. Our results elucidate managers' role and responsibilities in designing such a process by applying option approaches.