• Title/Summary/Keyword: 범주형자료분석

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Analysis of Subjective Experiences Perceived in Calligraphic Practice (서예 활동에서 인식된 주관적 경험 분석)

  • Cho, Gyu-Nam;Park, Soon-Kwon
    • Journal of Digital Convergence
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    • v.14 no.8
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    • pp.497-502
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    • 2016
  • The survey is designed to provide fundamental data for assessing effects of calligraphy therapy program. An opened questionnaire asking psychological and physical experiences (3 advantages and 3 disadvantages) was given to 150 persons practicing calligraphy. Collected data were categorized into 10 psychological advantages (435 items), 6 psychological disadvantages (129 items), 9 physical advantages (302 items), and 7 physical disadvantages (150 items). Those subjective experiences were multidisciplinarily interpreted in terms of the mental and physical health and the humanistic education. A new structured assessing tool which will be developed based on the findings from the study may contribute in activating the calligraphy therapy program.

A Geostatistical Block Simulation Approach for Generating Fine-scale Categorical Thematic Maps from Coarse-scale Fraction Data (저해상도 비율 자료로부터 고해상도 범주형 주제도 생성을 위한 지구통계학적 블록 시뮬레이션)

  • Park, No-Wook;Lee, Ki-Won
    • Journal of the Korean earth science society
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    • v.32 no.6
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    • pp.525-536
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    • 2011
  • In any applications using various types of spatial data, it is very important to account for the scale differences among available data sets and to change the scale to the target one as well. In this paper, we propose to use a geostatistical downscaling approach based on vaiorgram deconvloution and block simulation to generate fine-scale categorical thematic maps from coarse-scale fraction data. First, an iterative variogram deconvolution method is applied to estimate a point-support variogram model from a block-support variogram model. Then, both a direct sequential simulation based on area-to-point kriging and the estimated point-support variogram are applied to produce alternative fine-scale fraction realizations. Finally, a maximum a posteriori decision rule is applied to generate the fine-scale categorical thematic maps. These analytical steps are illustrated through a case study of land-cover mapping only using the block fraction data of thematic classes without point data. Alternative fine-scale fraction maps by the downscaling method presented in this study reproduce the coarse-scale block fraction values. The final fine-scale land-cover realizations can reflect overall spatial patterns of the reference land-cover map, thus providing reasonable inputs for the impact assessment in change of support problems.

Ordered Probit Model Of Speed Selection Behavior (순서형 프로빗모형을 이용한 속도선택행태에 관한 연구)

  • 강경우;백병성
    • Journal of Korean Society of Transportation
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    • v.16 no.3
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    • pp.93-100
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    • 1998
  • 지난 30여년간 운전자의 속도선택의 행태에 대하여 많은 연구가 이루어졌다. 그러 나, 과거 대부분의 연구는 운전자의 개별적인 특성과 제한속도에 대한 운전자의 인지 정도 를 고려하지 않고, 다만 운전자의 속도선택과 도로 및 차량간의 상호 관련성에 중점을 두고 있다. 본 연구는 운전자, 차량 및 통행특성 등의 요인을 고려하여 운전자의 속도 선택에 대 한 행태를 분석하고자 하였다. 이를 위하여 운전자의 속도 자료와 설문자료를 조사한 수, 두 가지 자료를 범주형 자료로 구분하여 Ordered Probit Model을 적용하여 분석하였다. 분 석결과 i) 고소득의 남성운전자가 고속의 주행 행태를 보였으며, 운전경력이 많은 운전자일 수록 높은 속도를 선택하는 것으로 나타났다. ii) 차량에 관해서는 배기량이 높은 차량일수 록 고속의 속도를 나타낸 반면에 안전장치가 많은 차량의 경우에는 저속의 주행속도를 보이 는 것으로 나타났다. iii) 통행 특성 면에서는 일일통행거리가 중요 변수인 것으로 나타났다. iv) 운전자의 심리적 측면에서는 운전자가 인식하고 있는 제한 속도가 또한 중요변수로 분 석되었다.

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The Marginal Model for Categorical Data Analysis of $3\times3$ Cross-Trials ($3\times3$ 교차실험을 범주형 자료 분석을 위한 주변확률모형)

  • 안주선
    • The Korean Journal of Applied Statistics
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    • v.14 no.1
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    • pp.25-37
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    • 2001
  • The marginal model is proposed for the analysis of data which have c(2: 3) categories in the 3 x 3 cross-over trials with three periods and three treatments. This model could be used for the counterpart of the Kenward-Jones' joint probability one and should be the generalization of Balagtas et ai's univariate marginal logits one, which analyze the treatment effects in the 3 x 3 cross-over trials with binary response variables[Kenward and Jones(1991), Balagtas et al(1995)]. The model equations for the marginal probability are constructed by the three types of link functions. The methods would be given for making of the link function matrices and model ones, and the estimation of parameters shall be discussed. The proposed model is applied to the analysis of Kenward and Jones' data.

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Effect of complex sample design on Pearson test statistic for homogeneity (복합표본자료에서 동질성검정을 위한 피어슨 검정통계량의 효과)

  • Heo, Sun-Yeong;Chung, Young-Ae
    • Journal of the Korean Data and Information Science Society
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    • v.23 no.4
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    • pp.757-764
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    • 2012
  • This research is for comparison of test statistics for homogeneity when the data is collected based on complex sample design. The survey data based on complex sample design does not satisfy the condition of independency which is required for the standard Pearson multinomial-based chi-squared test. Today, lots of data sets ara collected by complex sample designs, but the tests for categorical data are conducted using the standard Pearson chi-squared test. In this study, we compared the performance of three test statistics for homogeneity between two populations using data from the 2009 customer satisfaction evaluation survey to the service from Gyeongsangnam-do regional offices of education: the standard Pearson test, the unbiasedWald test, and the Pearsontype test with survey-based point estimates. Through empirical analyses, we fist showed that the standard Pearson test inflates the values of test statistics very much and the results are not reliable. Second, in the comparison of Wald test and Pearson-type test, we find that the test results are affected by the number of categories, the mean and standard deviation of the eigenvalues of design matrix.

Latent causal inference using the propensity score from latent class regression model (잠재범주회귀모형의 성향점수를 이용한 잠재변수의 원인적 영향력 추론 연구)

  • Lee, Misol;Chung, Hwan
    • The Korean Journal of Applied Statistics
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    • v.30 no.5
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    • pp.615-632
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    • 2017
  • Unlike randomized trial, statistical strategies for inferring the unbiased causal relationship are required in the observational studies. The matching with the propensity score is one of the most popular methods to control the confounders in order to evaluate the effect of the treatment on the outcome variable. Recently, new methods for the causal inference in latent class analysis (LCA) have been proposed to estimate the average causal effect (ACE) of the treatment on the latent discrete variable. They have focused on the application study for the real dataset to estimate the ACE in LCA. In practice, however, the true values of the ACE are not known, and it is difficult to evaluate the performance of the estimated the ACE. In this study, we propose a method to generate a synthetic data using the propensity score in the framework of LCA, where treatment and outcome variables are latent. We then propose a new method for estimating the ACE in LCA and evaluate its performance via simulation studies. Furthermore we present an empirical analysis based on data form the 'National Longitudinal Study of Adolescents Health,' where puberty as a latent treatment and substance use as a latent outcome variable.

상관분석을 응용한 산업재해사례 요인의 고찰

  • 홍광수;정국삼
    • Proceedings of the Korean Institute of Industrial Safety Conference
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    • 1997.11a
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    • pp.331-336
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    • 1997
  • 본 연구에서 산업재해 사례를 연구 대상으로 재해 발생의 여러 가지 요인들의 관련을 검토하고자 통계적 기법을 이용한 재해요인별 상관분석, 또는 영향의 정도 파악, 재해 요인의 통제에 따른 기타 재해요인에 대한 영향 분석을 시도하는 통계학적 분석 방법을 이용한 재해 발생의 중요요인을 분석하고자 첫째, 산업재해 통계 자료의 내용을 분석하여 재해 관련 변수들을 파악하는데 불안전 행동 및 불안전상태에 의한 재해 형태와 기타 변수들 간의 정성적 상관분석을 통한 상관계수를 고찰, 둘째, 명목척도인 범주형 변수 상호 간의 관련 여부를 파악하기 위해 카이제곱(chi-square)검정을 행하여 입원 일수를 종속 변수로 하는 기타 변수들의 독립성 여부와 변수 상호간 연관이 있다고 판단될 때 각 변수의 연관의 정도 비교, 셋째, 어떤 변수 상호간 일정한 관계를 가질 때 변수의 범주별로 반응변수(종속변수)에 미치는 영향을 회귀식 형태로 파악하고 비교하기 위하여 로짓(logit)모형을 적용하였다. (중략)

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An Empirical Study on the Measurement of Clustering and Trend Analysis among the Asian Container Ports Using the Variable Group Benchmarking and Categorical Variable Models (가변 그룹 벤치마킹 모형과 범주형 변수모형을 이용한 아시아 컨테이너항만의 클러스터링측정 및 추세분석에 관한 실증적 연구)

  • Park, Rokyung
    • Journal of Korea Port Economic Association
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    • v.29 no.1
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    • pp.143-175
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    • 2013
  • The purpose of this paper is to show the clustering trend by using the variable group benchmarking(VGB) and categorical variable(CV) models for 38 Asian ports during 9 years(2001-2009) with 4 inputs(birth length, depth, total area, and number of crane) and 1 output(container TEU). The main empirical results of this paper are as follows. First, clustering results by using VGB show that Shanghai, Qingdao, and Ningbo ports took the core role for clustering. Second, CV analysis focusing on the container throughputs indicated that Singapore, Keelong, Dubai, and Kaosiung ports except Chinese ports are appeared as the center ports of clustering. Third, Aqaba, Dubai, Hongkong, Shanghai, Guangzhou, and Ningbo ports are recommended as the efficient ports for the target of clustering. Fourth, when the ports are classified by the regional location, Dubai, Khor Fakkan, Shanghai, Hongkong, Keelong, Ningbo, and Singapore ports are the core ports for clustering. On the whole, other ports located in Asia should be clustered to Dubai, Khor Fakkan, Shanghai, Hongkong, Ningbo, and Singapore ports. The policy implication of this paper is that Korean port policy planner should introduce the VGB model, and CV model for clustering among the international ports for enhancing the efficiency of inputs and outputs.

Design and Implementation of Packet Analysis System for a Realtime Network Management (실시간 망 관리를 위한 패킷 분석 시스템의 설계 및 구현실시간 망 관리를 위한 패킷 분석 시스템의 설계 및 구현)

  • 정상준;최혁수;이정협;김종근;권영헌
    • Proceedings of the Korea Multimedia Society Conference
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    • 2001.06a
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    • pp.270-273
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    • 2001
  • 본 논문에서는 실시간 성능 관리를 위해 패킷 분석 시스템을 설계하고 구현하였다. 기존의 MIB 정보를 이용한 망 관리에서는 관리국의 주기적인 요청으로 각 에이전트의 MIB 정보를 가져와 분석하는 방식으로, 실시간 감시에는 적합하지 않은 단점이 있다. 따라서, 본 논문에서는 실시간 트래픽 감시를 위해 시스템을 설계하고 구현하였다. 제안된 시스템은 트래픽 상태를 감시하는 모니터링 시스템과 관측된 트래픽을 보여주는 인터페이스 부분으로 나눌 수 있다. 모니터링 시스템은 각 노드의 트래픽을 감시하여 각 패킷별로 구분하여 사용자 인터페이스에 넘겨주게 되며, 이를 사용자 인터페이스에서는 수치형 자료로 표시하거나, 범주형 자료인 그래프로 나타내게 된다. 이 시스템은 각 노드의 부하 여부를 감시하여, 비정상적인 트래픽의 폭주를 발견하게 되면 분석 모듈의 작동에 의해 해킹을 비롯한 네트워크 장애를 감지할 수 있다. 이는 실시간 망 관리의 중요한 기본 기술로 여러 분야에 활용할 수 있다.

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디자인 지식창출을 위한 검색시스템 구축

  • 임옥수;오민권;정인수;유의상
    • Archives of design research
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    • v.16 no.1
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    • pp.35-44
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    • 2003
  • In the past era, acquisition and utilization of useful information was the main origin of competition. Nowadays, unlike that era, is the era of knowledge information(management) in which we should create a new knowledge on the basis of information and apply it to the field of practice. And more acquisition of information is no more the competitive power of any person, any company and any nation because in such the era of knowledge management, anyone can access and get the information he needs, utilizing internet-based searching system. Such demands of the times of knowledge management change rapidly in each field through knowledge management system and researches about knowledge management are actively processed in various academic branches. However, in our field of design, researches about those demands(knowledge management) still remain on the level of one-dimensional searching service for general data about design. Therefore, in this study, we developed building database of researches on form, color, aesthetical elements, preference image word, satisfaction etc. about CI/BI of home electronics goods, living goods, apparels, and food goods companies, also suggesting searching system through which you can obtain useful data and information helpful for designers to process CI/BI works of new product by using that database. Especially, in case of developing specific CI/BI, various search results through help of suggested system will supply a useful design concept. And more, cross table which is the result of analysis two-dimensional categorical data about existing design factors(such as form, color, aesthetical elements, preference image word, and satisfaction) will make contribution for designers to create a new design knowledge.

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