• 제목/요약/키워드: Factor Score

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주성분 분석법을 이용한 낙동강 하구 해역의 수질 평가 (Evaluation of Water Quality using Principal Component Analysis in the Nakdong Rivev Estuary)

  • 신성교;박청길;송교욱
    • 한국환경과학회지
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    • 제7권2호
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    • pp.171-176
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    • 1998
  • This study was conducted to evaluate water quality utilizing principal component analysis in the Nakdong River Estuary. From the results of analysis, water quality in the Nakdong River Estuary could be explained up to 65.3 Percente by three factors which were Included In river loadlnwastes from the Nakdong River and rainfalls : 39.1%1, sediment resuspension(13.7BS) and metabolism(12.5%). In the eastern part of estuary In flowing the Nakdong River, river loading factor score(factor 1 Pas higher than that In western part. Sediment resuspension factor score(factor 2) was high in shallow water, while metabolism factor score(factor 3) was high in deeper water. For seasonal variations of factors score, factor 1 was h19h- 1y related to rainfall season.

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방사선 치료를 받는 자궁경부암 환자의 가족지지와 성격이 삶의 질에 미치는 영향 (A study on the relationship of family support and personality with quality of life in the Patients receiving radiotherapy for cervix cancer)

  • 노영희
    • 대한방사선치료학회지
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    • 제8권1호
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    • pp.149-159
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    • 1996
  • This descriptive correlational study was undertaken in order to investigate the relationship of family support and personality with quality of life in patients receiving radiotherapy for cervix cancer and to provide basic data to help them improve a better quality of life. The subjects for this study Were 80 out-patients undergoing a radiation therapy at C university hospital in K-city, from April, 1992 to October, 1994. The data were obtained using a convenience sampling technique. The tools used for this study were Ro's quality of life scale, Kang's family support scale and Wallston & others health locus of control scale. The collected data were analyzed by the SAS program using percentage, mean, standard deviation, pearson's correlation coefficients. The result were as follows : 1. The total average score of the quality of life of the subjects was 138.95(minimum score 121-maximum score 164), item mean score(range 1-5) was 2.95. The total average score of the family support of the subjects was 32.55 (minimum score 16-maximum score 47), item mean score(range 1-5) was 2.95 The total average score of the health locus of control of the subjects was 37.00 (minimum score 24-maximum score 49), item mean score (range 1-6) was 3.36. 2 The results of the analysis of the relationship between the quality of life scale and the health locus of control were as follows : the total average score in the quality of life of internal locus of control scale was 136.97, the total average score in the quality of life of external locus of control scale was 144.90. 3. There was a significant positive correlation between the health locus of control and the quality of life(r = 0.2927, p<0.01). The result of the analysis of the relationship between the each factor in the quality of life and health locus of control were as follows : There were significant differences between the health locus of control and emotional state factor(r=0.1514, p<0.01), economic life factor(r=0.2560, p<0.05), self-esteem factor(r=0.2289, p<0.05), physical state and function factor(r=0.1455, p<0.05), relationship with neighbors factor(r=0.0754, p<0.05), relationship with family factor (r=0.3324, p<0.01). 4. There was a significant positive correlation between the family support and the quality of life(r=0.459, p<0.001). The result of the analysis of the relationship between the each factor in the quality of life and family support were as follows : there were significant differences between family support and emotional state factor (r=0.3891, p<0.01), self-esteem factor(r=0.2661, p<0.05), relationship with family factor (r=0.4353, p<0.001).

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DXA를 이용한 전완부와 요추부 골밀도 검사의 보정계수 및 상관관계 연구 (The Correlation Analysis and Correction factor of BMD in Forearm and Lumbar with DXA)

  • 한만석
    • 디지털융복합연구
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    • 제11권12호
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    • pp.551-556
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    • 2013
  • 전완부와 요추부의 골밀도 검사를 통해 얻은 골밀도 값, T-score 와 Z-score 수치간의 상관관계 및 보정함수를 구해 어느 한 부위의 결과로서 다른 부위의 결과를 유추하는데 목적이 있다. 환자 66명은 연령별로 11명씩 20대에서 70대까지 환자들로 구성하였고 측정된 전완부와 요추부의 골밀도와 T-score와 Z-score를 조사하여 세가지 사항들에 대해 각각 상관관계가 있는지 평가하고 그 상관관계를 구하여 보정계수를 찾는다. 골밀도의 상관계수는 R=0.769 이고 보정계수 식은 Y=1.541X + 0.133 이다. T-score의 상관계수는 R=0.768 이고 보정계수식은 Y=0.715X - 0.4 이다. Z-score의 상관계수는 R=0.635 보정계수식은 Y=0.751X - 0.162 이다. 상관관계와 보정계수식를 통해 어느 한 부위의 결과로서 다른 부위의 결과를 유추할 수 있는 임상적 유용성이 있을 것으로 사료된다.

한국판 식사태도검사-26(The Korean Version of Eating Attitudes Test-26 : KEAT-26) 표준화 연구 I : 신뢰도 및 요인분석 (A Standardization Study of the Korean Version of Eating Attitudes Test-26 I : Reliability and Factor Analysis)

  • 이민규;이영호;박세현;손창호;정영조;홍성국;이병관;장필립;윤애리
    • 정신신체의학
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    • 제6권2호
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    • pp.155-175
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    • 1998
  • The purpose of this study was to test a reliability and validity of the Korean version of Eating Attitudes Test-26(KEAT-26). Using multi-stage sampling, we finally got 3,496 subjects(1422 males and 2074 females) who were available for analysis from target 4,400 Korean adults over 18 in the nationwide areas of9 kus, 10 middle or small cities, and 17 kuns. We tried to make T score norm of the KEAT-26 as a cutoff score and STEN score norm as a index of severity for disordered eating behaviors. For the male group, Cronhach's internal consistency was .83 and Spearman-Brown split half correlation coefficiency was .75. For the female group, each of them was .81 and .75, and .81, .75 for the grand total group respectively. Validity test was performed by construct validation analysis. By a iterated principal axis factoring, 4 factors were extracted. There were some differences in the factors of the KEAT-26 by sex. In the male group, factor I was 'self-control of eating and bulimic symptom', factor II was 'food preoccupation and dieting', factor III was 'preoccupation with being thinner', factor N was 'avoidance of sweet foods'. In contrast with the male group, factor I was 'self-control of eating and bulimic symptom', factor II was 'preoccupation with being thinner', factor III was 'food preoccupation' and factor N was 'dieting' in the female group. We used T score 65 as a cutoff score. T score 65 corresponded to raw score 19 in the male group, 22 in the female group and 21 in the grand total group. Severity of disordered eating behaviors was measured by a STEN score. In the male group, each of the score range of 0-10, 11-14, 15-18, 19-22 and over 23 represented the degree of none, subclinical, manifest, moderate and severe severity respectively. Each of the score range of 0-13, 14-17, 18-21, 22-26 and over 27 in the female group, and the score range of 0-12, 13-16, 17-20, 21-25 and over 26 in the grand total group also represented the same degree of severity as like in the male group. These results support that KEAT-26 is a reliable and valid scale for evaluating disordered eating behaviors and eating problems.

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메이크업과 헤어스타일 유형에 따른 TV 뉴스 여자 앵커의 인상형성에 관한 연구 (The Study on the TV Female Anchor's Image according to the Make Up and Hair Style)

  • 오인영;김인숙
    • 한국의류학회지
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    • 제30권11호
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    • pp.1636-1647
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    • 2006
  • The purpose of this study was to provide data that can be used to suggest idealistic anchor's image to capture ratings for the news program and to suggest guide for casting and training anchors for the broadcasting stations by examining the idealistic looks and images of TV news anchors by asking the general viewers who watch TV, The research methods was questionnaire survey. The subjects were 839 male and female audiences in theire 20's and 40's who residing in Seoul and Gyeonggi area. The study results are as follows: 1) The factors that decide impression of a female anchor The factors that decide female anchor's impression were 'specialty factor, friendliness factor, elegance factor, dynamic factor, and attractiveness factor'. 2) The difference in formation of impression according to makeup and hair style of a female anchor In case of specialty and friendliness factors scored high when putting on natural makeup, dynamic factors scored high when putting on elegant makeup, and attractiveness factor when putting on natural and romantic makeup. All factor were high when a female anchor had short-cut style and straight hair 3) Formation of anchor's impression from makeup and hair style according to the perceiver's variables (gender and age) Male and female audiences both gave hish score for a female anchor's specialty such as 'confident and reliable' and friendliness such as 'warm and comfortable' when a female anchor puts on natural makeup. They gave high score for attractiveness factor such as' good impression and refined' when putting on romantic makeup and high score for dynamic factor such as 'positive and confident' when putting on elegant makeup. Both male and female audiences gave high score fur all except friendliness factor when a female anchor had short-cut style compared to bobbed hair and high score far specialty factor when a female anchor had straight hair. The audiences both in their 20's and 40's gave high score for specialty and friendliness when a female anchor put on natural makeup while the perceivers at their 20's gave high score for elegance and dynamic factor when a female anchor put on elegant makeup. The audiences both in their 20's and 40's gave high score for all factors when female anchor had short-cut hair.

Factor Analysis of Genetic Evaluations For Type Traits of Canadian Holstein Sires and Cows

  • Ali, A.K.;Koots, K.R.;Burnside, E.B.
    • Asian-Australasian Journal of Animal Sciences
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    • 제11권5호
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    • pp.463-469
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    • 1998
  • Factor analysis was applied as a multivariate statistical technique to official genetic evaluations of type classification traits for 1,265,785 Holstein cows and 10,321 sires computed from data collected between August 1982 and June 1994 in Canada. Type traits included eighteen linear descriptive traits and eight major score card traits. Principal components of the factor analysis showed that only five factors explain the information of the genetic value of linear descriptive traits for both cows and sires. Factor 1 included traits related to mammary system, like texture, median suspensory, fore attachment, fore teat placement and rear attachment height and width. Factor 2 described stature, size, chest width and pin width. These two factors had a similar pattern for both cows and sires. In constrast, Factor 3 for cows involved only bone-quality, while in addition for sires, Factor 3 included foot angle, rear legs desirability and legs set. Factor 4 for cows related to foot angle, set of rear leg and leg desirability, while Factor 4 related to loin strenth and pin setting for sires. Finally, Factor 5 included loin strength and pin setting for cows and described only pin setting for sires. Two factors only were required to describe score card traits of cows and sires. Factor 1 related to final score, feet and legs, udder traits, mammary system and dairy character, while frame/capacity and rump were described by Factor 2. Communality estimates which determine the proportion of variance of a type trait that is shared with other type traits via the common factor variant were high, the highest ${\geq}$ 80% for final score, stature, size and chest width. Pin width and pin desirability had the lowest communality, 56% and 37%. Results indicated shifts in emphasis over the twelve-year period away from udder traits and dairy character, and towards size, scale and width traits. A new system that computes fmal score from type components has been initiated.

인자점수와 자기조직화지도를 이용한 희소한 문서데이터의 군집화 (Sparse Document Data Clustering Using Factor Score and Self Organizing Maps)

  • 전성해
    • 한국지능시스템학회논문지
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    • 제22권2호
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    • pp.205-211
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    • 2012
  • 통계학과 기계학습의 다양한 기법을 이용하여 문서집합을 군집화하기 위해서는 우선 군집화분석에 적합한 데이터구조로 대상 문서집합을 변환해야 한다. 문서군집화를 위한 대표적인 구조가 문서-단어행렬이다. 각 문서에서 발생한 특정단어의 빈도값을 갖는 문서-단어행렬은 상당부분의 빈도값이 0인 희소성문제를 갖는다. 이 문제는 문서군집화의 성능에 직접적인 영향을 주어 군집화결과의 성능감소를 초래한다. 본 논문에서는 문서-단어행렬의 희소성문제를 해결하기 위하여 인자분석을 통한 인자점수를 이용하였다. 즉, 문서-단어행렬을 문서-인자점수행렬로 바꾸어 문서군집화의 입력데이터로 사용하였다. 대표적인 문서군집화 알고리즘인 자기조직화지도에 적용하여 문서-단어행렬과 문서-인자점수행렬에 대한 문서군집화의 결과들을 비교하였다.

입지 경쟁력과 공간상호작용 모형의 유의성 검정 (A Study on the Significance of Spatial Interaction Model from the Urban Competitive Point of View)

  • 김동윤
    • 한국디지털건축인테리어학회논문집
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    • 제12권1호
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    • pp.71-79
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    • 2012
  • This study aims at finding relationships between the competitiveness of cities and the size or distance of them, based on some premises; (1) the competitiveness can be measured on the interval-ratio level, that is, factor scores, (2) a hypothesis that the spatial interaction model is valid for the relationships can be generally accepted. Based on the general recognition a research hypothesis that the more is the population or the nearer is the distance from a central city the higher is the competitiveness score is constructed. According to the premises 5-factor scores and composite score are calculated by means of regression method, and the scores are regressed on cities' populations and distances from Seoul city. Using bootstrapping method for the tests of significance is effective due to small sample of 21 cities. Results of the analyses show that most aspects of the hypothesis should be rejected or adjusted. Scores on Health-welfare factor, public service factor, and commercial vitality factor have no relation to the cities' sizes or distances. But the results also find the facts that the strong (negative) relationships exist between (1) educational base factor score and population, (2) density factor score and distance. Although this study improves systematic and analytic understanding of spatial interaction patterns, the understanding should be invalid for the general context because it has used the data on 21 cities in the capital region at the time of 2009.

수입식품에 대한 인식도 및 분별력과의 상관성 (Recognition Level of Imported Food and Its Correlation with Discrimination Ability)

  • 한장일;김성애
    • 대한지역사회영양학회지
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    • 제4권1호
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    • pp.95-102
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    • 1999
  • This study used questionnaires to investigate the safety awareness for imported foods by 365 male and female adults in Taejon. The results of the study were as follow : By factor analysis, the subjects' behaviors and awareness of the imported food was grouped into 3 factors such as 'health and quality factor', 'purchasing factor' and 'contamination factor'. 'Health and quality factor' and 'purchasing factor' were not recognized negatively by the subjects, moreover' contamination factor' was recognized very highly. The subjects' concern and worry about the imported food was also very high. The marital status, education level, nutriton knowledge adn recognition level of contamination by pesticides and heavy metals of foods partially affected the recognitio level of imported foods. The major selection criteria of imported food were distribution period(36.3%), price(28.8%) and purchasing experience(17.3%). The imported food mean discrimination score was 8.4±3.1 out of 13. The worst discriminatio score was red pepper. The subjects' experiences with imported foods selection affected the most instead of education level or nutrition knowledge. The higher discrimination score group more negatively recognized imported food and contamination recognition level was higher whereas the lowerdiscrimination score group more positively recognized the purchasing frequency and with to buy more easily. But both groups desired to reinforce contamination control. The better discrimination score of imported food pooring recognized sanitation concerns(p<0.05), quality(p<0.05), cooking convenience(p<0.01), desire for more variety(p<0.05), and the higher contamination recognition level(p<0.05) and desire to reinforce contamination control(p<0.01).

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수익형 민간투자사업(BTO) 입찰평가 분석: 도로사업을 중심으로 (Analysis on Bidding Behavior in Score Auction: Highway BTO Projects)

  • 김정욱
    • KDI Journal of Economic Policy
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    • 제33권4호
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    • pp.143-177
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    • 2011
  • 수익형 민간투자사업의 경우 가격요소와 비가격요소를 동시에 고려하는 다차원 경매제도가 시행되고 있다. 본 논문은 수익형 민간투자사업 중 도로사업의 입찰 평가자료를 분석하여 정책적 시사점 및 개선방안을 제시함을 목적으로 한다. 입찰 평가자료 분석 결과, 평가 1위 사업자들의 득점이 증가하고 있는데, 이는 기본점수의 증가와 경쟁의 심화로 인한 것으로 판단된다. 평가 1위 사업자 선정에는 비가격부문에서 발생하는 점수편차가 결정적인 것으로 제시되었다. 또한 최초제안자 우대점수가 높게 설정된 사업의 경우 경쟁이 발생하지 않음도 확인하였다. 가격부문 중 재정지원부문의 점수별 금액은 평균 7.3억원으로 통행료부문의 점수별 금액 24.3억원과 큰 차이를 보였다. 비가격부문의 점수별 금액은 23.0억원 정도로 추정되어 가격부문과는 다소 차이를 나타내었다. 분석결과를 토대로, 최초제안자 우대점수의 적정 수준 유지, 재정지원부문의 평가방식 개선, 기본점수의 재조정 등이 제언되었다.

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