• 제목/요약/키워드: grouped variable

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Goodness-of-fit tests for a proportional odds model

  • Lee, Hyun Yung
    • Journal of the Korean Data and Information Science Society
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    • 제24권6호
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    • pp.1465-1475
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    • 2013
  • The chi-square type test statistic is the most commonly used test in terms of measuring testing goodness-of-fit for multinomial logistic regression model, which has its grouped data (binomial data) and ungrouped (binary) data classified by a covariate pattern. Chi-square type statistic is not a satisfactory gauge, however, because the ungrouped Pearson chi-square statistic does not adhere well to the chi-square statistic and the ungrouped Pearson chi-square statistic is also not a satisfactory form of measurement in itself. Currently, goodness-of-fit in the ordinal setting is often assessed using the Pearson chi-square statistic and deviance tests. These tests involve creating a contingency table in which rows consist of all possible cross-classifications of the model covariates, and columns consist of the levels of the ordinal response. I examined goodness-of-fit tests for a proportional odds logistic regression model-the most commonly used regression model for an ordinal response variable. Using a simulation study, I investigated the distribution and power properties of this test and compared these with those of three other goodness-of-fit tests. The new test had lower power than the existing tests; however, it was able to detect a greater number of the different types of lack of fit considered in this study. I illustrated the ability of the tests to detect lack of fit using a study of aftercare decisions for psychiatrically hospitalized adolescents.

여대생의 의복평가기준과 성격유형과의 관계 연구 (A Study on the Relation between Clothing Evaluative Criteria and Personality Types of Female University Students)

  • 오현남
    • 대한가정학회지
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    • 제42권8호
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    • pp.123-132
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    • 2004
  • The purpose of this research was to determine the relation between clothing evaluative criteria and personality types. Primary factor analysis was used to classify the clothing evaluative criteria and the continual scores of Myers Briggs Type Indicator (MBTI) were used for classifying the personality types. Correlation analysis and multiple regression analysis were used to determine the relation between the clothing evaluative criteria and the personality types. The data for this research were collected from questionnaires of 309 female university students in Seoul. In the results, the clothing evaluative criteria were grouped into 4 underlying dimensions: practical, situational, appearance producible and symbolic. Partially significant relations between the 4 clothing evaluative criteria and the 4 indicators of MBTI personality types were found through correlation analysis. Multiple regression analysis revealed that the variables explaining the dimension of Sensing and Intuition (SN) were appearance producible and symbolic clothing evaluative criteria; the appearance producible criterion had an inclination toward Intuition while the symbolic criterion had an inclination toward Sensing. The variable explaining the dimension of Judging and Perceiving (JP) was situational clothing evaluative criterion, which had an inclination toward Judging.

의복관여 효과에 대한 메타분석 (Synthesis of Primary Studies Related to Clothing Involvement by Meta-analysis)

  • 이종남;유혜경
    • 한국의류학회지
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    • 제37권3호
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    • pp.386-398
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    • 2013
  • This study analyzes the effect of clothing involvement using meta-analysis. Metal-analysis (the analysis of analyses) is widely used in various academic areas to integrate individual empirical studies and generalize the knowledge of a specific research field. Previous studies regarding clothing involvement published since 1990 were researched from the KISS database using clothing involvement and fashion involvement as a keyword; subsequently, 127 articles were identified. Studies that had insufficient statistics or included clothing involvement as a moderating (or intervening variable) were eliminated; subsequently, 36 articles provided a total of 75 data sets that were used for the final analysis. Dependent variables were grouped into 10 categories to compare the differences between high and low involvement groups. The effect size of clothing involvement was large in non-personal information source; however, it was small in utility, brand royalty and quality. In the 7 categories of relational studies that showed homogeneity, the relation size regarding conformity was smaller than the personal information source.

소장데이터용 MARC 포맷에 관한 연구 (A Study on the MARC Format for Holdings Data)

  • 오동근
    • 한국문헌정보학회지
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    • 제33권3호
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    • pp.63-86
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    • 1999
  • 본고는 소장데이터용 MARC 포맷의 일반적 특성과 개발현황에 대해 살펴보고, 아울러 MARC 포맷의 3요소로 일컬어지는 구조와, 내용표지법, 레코드의 내용을 이미 개발된 USMARC과 KORMARC 포맷을 중심으로 분석하였다. 레코드의 구조와 내용표지법은 서지용 및 전거용포맷과 대부분 동일하다. 데이터필드는 기본적으로 기능별블록으로 구분되어 있으나, 현재는 0XX, 5XX, 8XX 필드만이 사용되고 있다. 008 필드의 레코드 내용에는 수서와 보유정책 등 자료의 소장에 관련된 요소들이 추가되어 있다. 가변길이필드의 내용은 번호와 코드, 주기, 소재와 접근, 소장데이터 필드 등으로 구성되며, 특히 소장데이터필드는 다시 캡션과 패턴, 권호와 연대, 문장형식소장정보 자료정보 등의 필드로 구성된다. 본고에서는 각 필드별로 그 내용을 구체적으로 분석하고 있다.

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Intrageneric Relationships of Trichoderma Based on Internal Transcribed Spacers and 5.8S rDNA Nucleotide Sequences

  • Kim, Gi-Young;Lee, Goang-Jae;Ha, Myung-Gyu;Lee, Tae-Ho;Lee, Jae-Dong
    • Mycobiology
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    • 제28권1호
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    • pp.11-16
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    • 2000
  • The nucleotide sequences of the internal transcribed spacer (ITS) regions of the ribosomal DNA including the 5.8S ribosomal RNA gene (rDNA) have been determined for 11 species in order to analyze their intrageneric relationships. The total length of these sequences ranged from 530 nucleotides for Trichoderma reesei KCTC 1286 to 553 nucleotide for Trichoderma koningii IAM 12534. Generally speaking, the length of ITS1 region was about 30 nucleotides longer than that of the ITS2 region. Also, the sequences of 5.8S rDNA were more conserved in length and variation than those of ITS regions. Although the variable ITS sequences were often ambiguously aligned, the conserved sites were also found. Thus, a neighbor-joining tree was constructed using the full sequence data of the ITS regions and the 5.8S rDNA. The Trichoderma genus used to be grouped on the basis of the morphological features and especially the shape of phialides needs to be reexamined. The phylogenetic tree displayed the presence of monophylogeny in the species of Trichoderma. Therefore, it was difficult to distinguish the intrageneric relationships in the Trichoderma genus.

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대도시 아파트 거주자의 가구사용행태에 관한 연구 (THE PATTERN OF FURNITURE USAGE OF APARTMENT DWELLERS IN SEOUL)

  • 김미희
    • 한국주거학회논문집
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    • 제7권1호
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    • pp.75-84
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    • 1996
  • This study examines the furniture usage behavior of the apartment dwellers in tile city of furniture usage by resident’s characteristics, such as floor space size, household income, the stage of family life cycle and housewife’s age. To this end, interviews were conducted with 304 individuals, either household heads or their spouses living in three residential areas in Seoul. The sample was selected among people living in apartment units with the 30s and 40s pyong of floor space size.The major findings of this study are as fllows ; The furniture and furnishings selected for the study are grouped into four clusters such as conversation-space components, ordinary decoration, high-quality decoration and miscellaneous components. Families in the stage of primary school life cycle were likely to possess fewer furniture and decorations than those in the stage of high school life cycle and in the launching stage. Younger housewives are less likely to possess ordinary and high-quality decorations than the older. Those living in the larger apartment units are likely to decorate their living room in an ornamental rather than functional way, and to possess more ordinary and high-quality decorations than those in the smaller. In this study, the size of floor space appers a variable most powerful to explain the pattern of furniture usage.

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Analyzing the Uniform Colors of Professional Team Sports in South Korea

  • Yeo Ri Bae
    • 패션비즈니스
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    • 제27권6호
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    • pp.18-36
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    • 2023
  • Although an extensive body of research exists on sports uniform colors in the West,there is a dearth of research on South Korean sports uniforms, especially in the domain of professional teams ports. This study aims to identify and analyze the colors of sports uniforms of 56 professional teams listed on the Korea Professional Sports Association (KPSA) for a range of team sports (e.g. football, baseball, basketball, volleyball, and golf). The number of colors of each team's uniform and the ordinal ranking of these colors were recorded and analyzed. Furthermore,the number of colors and parent company colors were grouped by gender and league. Overall, 80.4% of the teams preferred three to four colors with white, black, blue, and red being the most popular colors. Every team's primary, secondary, or graphic logo colors on their uniforms included white. The gender variable was partially significant, emphasizing culturally significant colors such as pink. The parent company's color showed a significant connection with the team's uniform colors. This result was related to the historical origins of South Korean professional team sports and their unique relationship with chaebols. Based on the findings, this study concludes that visibility and contrast factors, as well as historical aspects relating to the concept of glocalization play an important role in the color choices of South Korean team uniforms.

증발접시 증발량자료를 이용한 공기동력학적 증발량 산정 방법의 적용성 평가 (Applicability evaluation of aerodynamic approaches for evaporation estimation using pan evaporation data)

  • 임창수
    • 한국수자원학회논문집
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    • 제50권11호
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    • pp.781-793
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    • 2017
  • 본 연구에서는 우리나라 56개 연구지역에 대해서 증발량 산정방법 중에 하나인 공기동력학적 방법의 적용성을 검토하였다. 이를 위해 과거 연구자들에 의해서 제안된 공기동력학적 증발량 산정식들을 7가지 형식으로 구분하고 일반화하여 증발량 산정모델을 유도하였다. 또한, 공기동력학적 방법 적용에 필요한 기상요소자료들(풍속, 포화미흡량, 기온, 대기압)을 이용하여 4가지의 다변량 선형회귀모델을 유도하고 그 적용성을 검토하였다. 기상자료들의 자기상관의 영향을 고려하기 위해 변수들을 차분시켜 회귀분석을 실시하고 자기상관을 고려하지 않은 경우와 비교한 결과 결정계수 값에 큰 차이가 없음을 확인하였다. 연구결과에 의하면 공기동력학적 모델이나 다변량 선형회귀모델 모두에서 산정된 월 증발량과 관측된 월 증발량 사이에 매우 높은 상관성이 있는 것으로 나타났다. 하지만 대부분의 증발량 산정모델에서 8, 9, 10, 11, 12월에 증발량을 과다 산정하고 있는 것으로 나타났다. 다변량 선형회귀모델들에 사용된 기상요소자료들은 모두 증발량 산정에 유의한 영향력이 있는 것으로 나타났으며, 특히 포화 미흡량이 가장 중요한 기상요소이며, 두 번째로는 기온, 세 번째로는 풍속, 그리고 마지막으로 대기압인 것으로 나타났다.

영향요인을 고려한 댐 용수공급능력 추정 회귀모형 (Multiple Regression Equations for Estimating Water Supply Capacities of Dams Considering Influencing Factors)

  • 강민구;이광만
    • 한국수자원학회논문집
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    • 제45권11호
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    • pp.1131-1141
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    • 2012
  • 본 연구에서는 댐 용수공급능력에 영향을 미치는 요인들을 요인분석 통계기법을 사용하여 추출하였으며, 그 결과를 이용하여 댐 용수공급능력 추정을 위한 다중회귀모형을 개발하였다. 21개 다목적댐과 12개 생공용수전용댐을 대상으로 하였으며, 다목적댐과 생공용수전용댐으로 구분하여 요인분석을 수행하였다. 댐 용수공급능력에 영향을 미치는 변수로 유역면적, 유입량, 유효저수량, 생공용수량 등급, 농업용수량 등급, 하천유지유량 등급, 하천관리 등급, 평균강우량 등급을 선정하였다. 변수들의 상관계수 행렬점검, Bartlett의 구형성 점검, KMO 표본적합도 점검을 실시하여 변수들의 요인분석에 대한 적합성을 확인하였다. 변수들은 다목적댐의 경우 3개 요인, 생공용수전용댐의 경우 2개 요인으로 분류되었으며, 요인들을 Varimax법을 사용하여 회전시켰다. 요인분석 결과는 댐 용수공급능력에 영향을 미치는 변수들이 합리적으로 선정되었고, 이들이 요인으로 적절하게 분류되었음을 보여주었다. 요인점수를 설명변수로 사용하여 연간용수공급량을 추정할 수 있는 다중회귀모형을 개발하였으며, 개발된 모형의 정확성을 평가하고 적용방법을 제시하였다. 결론적으로 댐 용수공급능력에 영향을 미치는 것으로 파악된 변수 및 요인은 댐 계획 및 설계에 유용하게 활용될 수 있을 것으로 사료된다.

만성 족근 관절 외측 불안정성에서 변형된 Brostrom 술식이 결과에 영향을 미치는 관련 요소 분석 (Analysis of Affecting Factors of Modified Brostrom Procedure in Chronic Ankle Lateral Instability)

  • 이경태;양기원;배상원;이정훈
    • 대한족부족관절학회지
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    • 제6권1호
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    • pp.66-72
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    • 2002
  • Purpose: To evaluate the overall results and its major affecting factors(athlete/associated injury) of modified Brostrom procedure for chronic ankle lateral instability. Materials and Methods: Fifty-one patients (51 ankles) with chronic ankle lateral instability were sub-grouped athletes and non-athletes and again sub-grouped with associated injury and without associated injury. Associated injuries were osteochondral defect(6), peroneal tendon abnormality(10), os subfibularae(4), os subtibialae(4), anterior impingement(5) and loose body(2). The overall surgical results were evaluated and also see whether or not athletes and associated injury affect the result. Result: Of the 51 operations performed, there were 39 excellent, 8 good and 4 fair as a whole. Of the 24 athletes operated, there were 19 excellent, 3 good, and 2 fair. Among the 27 non-athletes, there were 20 excellent, 5 good and 2 fair results. The average time to ordinary life in the non-athlete group was 2.5 months and average time to sports activity in the athlete was 4.5 months postoperatively. Those who didn't have any associated injury had all excellent result, on the contrary, those who had associated injuries, 14 excellent, 8 good and 4 fair results. All the fair results were associated with osteochondral lesion of talus. Whether or not the patient is athlete does not affect the surgical results, but whether or not there were associated injuries does affect the surgical results. Conclusion: Modified Brostrom procedure for chronic ankle lateral instability itself is an excellent to good operation. This procedure can be used in athletic populations who need high demand of sports activity. But chronic ankle lateral instability with associated injury group showed variable, less satisfactory results than those without associated injury. Careful preoperative and intraoperative examination should be done to find out the associated injury with chronic ankle lateral instability.

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