• 제목/요약/키워드: ANOVA (Analysis of Variance)

검색결과 1,519건 처리시간 0.025초

Influence of granulated blast furnace slag as fine aggregate on properties of cement mortar

  • Patra, Rakesh Kumar;Mukharjee, Bibhuti Bhusan
    • Advances in concrete construction
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    • 제6권6호
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    • pp.611-629
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    • 2018
  • The objective of present study is to investigate the effect of granulated blast furnace slag (GBS) as partial substitution of natural sand on behaviour of cement mortar. For this, the methods of factorial design with water cement (w/c) ratio and incorporation percentages of GBS as replacement of natural fine aggregate i.e., GBS(%) as factors are followed. The levels of factor w/c ratio are fixed at 0.4, 0.45, and 0.5 and the levels of factor GBS(%) are kept fixed as 0%, 20%, 40%, 60%, 80% and 100%. The compressive strength (CS) of mortar after 3, 7, 14, 28, 56 and 90 days, and water absorption (WA) are chosen as responses of the study. Analysis of variance (ANOVA) of experimental results has been carried out and those are illustrated by ANOVA tables, main effect and interaction plots. The results of study depict that the selected factors have substantial influence on the strength and WA of mortar. However, the interaction of factors has no substantial impact on CS and WA of mixes.

직교배열과 분산분석법을 이용한 사출금형 냉각시스템 파라미터의 시뮬레이션 최적설계 (A Simulation-based Optimization of Design Parameters for Cooling System of Injection Mold by using ANOVA with Orthogonal Array)

  • 박종천;신승민
    • 한국기계가공학회지
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    • 제11권5호
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    • pp.121-128
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    • 2012
  • The optimization of cooling system parameters for designing injection mold is very important to acquire the highest part quality. In this paper, the integration of computer simulations of injection molding and Analysis of Variance(ANOVA) with orthogonal array was used as a design tool to optimize the cooling system parameters aimed at minimizing the part warpage. The design optimizer was applied to find the optimum levels of cooling system parameters for a dustpan. This optimization resulted in more uniform temperature distribution over the part and significant reduction of a part warpage, showing the capability of present method as an effective design tool. The whole optimization process was performed systematically in a proper number of cooling simulations. The design optimizer can be utilized effectively in the industry practice for designing mold cooling system with less cost and time.

분산분석을 이용한 로드헤더 절삭시험 입출력 인자 간의 기여도 조사 (Contribution Assessment of Roadheader Performance Indexes by Analysis of Variance)

  • 김문규;송창헌;오주영;조정우
    • 터널과지하공간
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    • 제32권6호
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    • pp.386-396
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    • 2022
  • 로드헤더에 미치는 변수의 영향력을 분석하기 위해 픽커터 절삭시험 관련 참고문헌들을 조사하였고, 수록된 데이터들을 수집하였다. 입력 인자는 일축압축강도, 절삭 깊이, 절삭 간격, 받음각, 비틀림각, 출력 인자는 비에너지, 절삭력, 수직력으로 결정했다. 입력 인자와 출력 인자로 분류 후 실험계획법을 작성하였고 분산분석을 이용해 변수들에 대한 기여도를 조사하였다. 그 결과, 절삭력과 비에너지에 가장 큰 영향을 미치는 요인은 일축압축강도와 절삭 간격으로 분석되었다.

A Study on the Relationship Between Teaching Style and Teaching Experiences of Professors in Higher Institutions

  • LEE, Jeong Gi
    • Educational Technology International
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    • 제6권2호
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    • pp.113-130
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    • 2005
  • The purpose of this study was to determine the teaching styles of professors who teach adult students in selected higher institutions. It also identified whether professors' teaching styles were teacher-centered or learner-centered and examined the relationship between instructors' teaching styles and such instructor demographic variables as gender, years of teaching experience, and taught level of courses. This study used The Principles of Adult Learning Scale(PALS) (Conti,1983) to measure instructional preferences. Demographic characteristics were collected through a personal data inventory. The analysis of variance (ANOVA) and multivariate analysis of variance (MANOVA) tests were used to analyze the data. The data were examined for significance at the .05 level of confidence by means of analysis of variance. The dependent variables in this study were teaching styles of full-time professor, as represented by the seven subscores from the standardized instrument on the PALS. The seven subscores were: (1) learner-centered activities, (2) personalizing instruction, (3) relating to experience, (4) assessing student needs, (5) climate building, (6) participation in the learning process, and (7) flexibility for personal development. The study established that there was a significant difference in mean scores on the PALS between participants when examined by the number of years of teaching experiences.

직장남성의 이미지 컨설팅을 위한 측정도구 개발 - 인터넷 사용자를 중심으로 - (A Study on Scale Development for the On-line Image Consulting of Businessmen)

  • 고애란;노지영
    • 대한가정학회지
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    • 제43권5호
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    • pp.93-105
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    • 2005
  • This study focused on the development of scales measuring the characteristics related to appearance management behaviors of businessmen for on-line image consulting. The purposes of this study were, 1) to develop a tool which can measure the ideal image, 2) to develop a tool which can measure personality, and 3) to develop a scale measuring the physical characteristics and body cathexis. The data were collected from 380 businessmen in Seoul, Korea and were analyzed by frequency, factor analysis, reliability test, cluster analysis, correlation analysis, one-wav ANOVA and Duncan test. The results from this study were as follows .1)Five factors of the ideal image were identified: stylish, able, active, neat/confident and easy. The total variance was 74.29$\%$ and Cronbach's alpha of the 5 factors ranged from .74-.90. One item was selected to represent each factor. 2) Five factors of personality were identified: preference of social function, sociable, dynamic, achievement-motivated, and success-oriented. The totai variance was 60.63$\%$ and Cronbach's alpha ranged from .56-.83. One item was selected to represent each factor. 3) Five factors of body cathexis were identified: satisfaction with girth, length, physique, nose and eyes. The total variance was 73_46$\%$ and Cronbach's alpha ranged from .68-.85.

컴퓨터 그래픽스에 의한 이원 분산분석 (Computer graphics approach to two-way ANOVA)

  • 허문열
    • 응용통계연구
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    • 제8권1호
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    • pp.75-87
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    • 1995
  • 데이터 분석 과정에서 일부 데이터를 변화시키거나 또는 적용하고자 하는 통계적 모형의 성격을 변화시킬 때 이러한 변화가 분석 결과에 어떤 영향을 미치는가를 즉시에 알아보기 위해 동적그래픽스의 기법을 이용한다. 본 논문에서는 분산분석 과정을 동적그래픽스로 구현하는 방법과 이를 구현하는데 필요한 여러가지 형태의 플롯을 설명하고 이원 분산분석 모형에서 구현한 동적그래픽스 소프트웨어를 소개한다.

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선삭공정의 각도변화가 표면거칠기에 미치는 영향에 관한 기초 연구 (A Basic Study on the Surface Roughness in Turning Process Considering Taper Angle Variation)

  • 김동현;최준영;이춘만
    • 한국기계가공학회지
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    • 제10권6호
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    • pp.16-21
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    • 2011
  • In machining operation, the quality of surface finish is an important factor for many turned products. In this paper, surface quality in turning machining considering angle variation has been investigated. To reach this goal, surface quality turning experiments are carried out according to cutting conditions with angle variation. The variable cutting conditions are cutting speed, feed rate and taper angle of workpiece. The surface roughness was measured and the effects of cutting conditions were analyzed by the method of analysis of variance (ANOVA). From the experimental results and ANOVA, it is found that a better surface roughness can be obtained as decreasing feed rate, increasing cutting speed. Taper angle variation has been more influenced by feed rate and cutting speed.

일부실시 직교배열 실험설계에 의한 고성능 하이브리드 섬유보강 콘크리트 배합 최적화 (Optimum mixture of high performance hybrid fiber reinforced concrete using fractional experimental design by orthogonal array)

  • 박대효;노명현;박춘근
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 2004년도 추계 학술발표회 제16권2호
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    • pp.341-344
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    • 2004
  • In the present research, slump, modulus of rupture (MOR) and flexural toughness $(I_{30})$ of high performance hybrid fiber reinforced concrete (HPHFRC) mixed with micro-fiber (carbon fiber) and macro-fiber (steel fiber) and replaced with silica fume were assessed with the analysis of variance (ANOVA). Steel fiber was a considerable significant factor in aspect of the response values of MOR and boo Based on the significance of factors related to response values from ANOVA, following assessments were available; Slump decrease: carbon fiber >> steel fiber > silica fume; MOR: steel fiber > silica fume > carbon fiber; $I_{30}$: steel fiber > carbon fiber > silica fume. Steel fiber $1.0\%$, carbon fiber $0.25\%$ and silica fume $5.0\%$, and Steel fiber $1.0\%$, carbon fiber $0.25\%$ and silica fume $2.5\%$ were obtained as the most optimum mixture.

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2003년부터 2005년까지 안이비인후피부과 학회지에 게재된 논문들의 통계적 분석 방법에 대한 고찰 (The consideration for methods of statistical analysis about the thesis published in the journal of korean oriental medical Ophthalmology & Otolaryngology & Dermatology from 2003 to 2005)

  • 김규석;남혜정;박외숙;김희정;차재훈;김윤범
    • 한방안이비인후피부과학회지
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    • 제19권3호통권31호
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    • pp.134-145
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    • 2006
  • Objective : This study was carried out to investigate what type of assumption and conditions are needed for the application of various statistical techniques such as descriptive statistics, t-test, analysis of variance, correlation analysis, regression analysis and chi-square test and to evaluate that they are used correctly in the research process. Methods : One more methods of statistical analysis were used in 91 papers among 162 papers selected from the journal of Korean oriental medical Ophthalmology & Otolaryngology & Dermatology from April 2003 to December 2005. So we analysed the type of statistical analysis method in 91 papers(clinical and experimental study) and assessed the their validity of statistical techniques by the check list consisting of 34 items(3 items for validity assessment of descriptive statistics, 6 items for t-test, 7 items for analysis of variance, correlation analysis and regression analysis, respectively, 4 items for chi-square test) Results : 1. The type of 65(40%) cases is experimental trial, the type of 55(34%) cases is case report, the type of 26(16%) cases is clinical trial and the type of 16(10%) cases is review, in 91 papers using statistical techniques among 162 papers selected from the journal of Korean oriental medical Ophthalmology & Otolaryngology & Dermatol-ogy from April 2003 to December 2005. 2. One more methods of statistical analysis were used in the experimental and clinical study. When we classified 125 units using statistical analysis methods in 91 papers according to statistical techniques such as descriptive statistics, t-test, analysis of variance, correlation analysis, regression analysis and chi-square test, the number of independent sample t-test is 33(26%), the number of only descriptive statistics is 28(22%), the number of independent sample t-test is 33(26%), the number of only descriptive statistics is 28(22%), the number of one way ANOVA is 15(12%), the number of non-parametric test 10(8%). 3. After carrying out one way ANOVA, the number of using multiple comparison methods is 15(Scheffe:6(26%), Duncan:4(17%), Dunnett:3(13%), Tukey:2(9%)) out of 23 (total case carrying out one way ANOVA). 8(35%) out of 23 did not enforce multiple comparison methods after carrying out one way ANOVA. 4. From the assessment of validity about 63 cases using statistical techniques(except descriptive statistics), 5(8%) cases are proper, the other 58(92%) are improper, so we recognized a serious misuse of statistical application in our journal. 5. The number of case below 10 sample size in experimental and clinical study(except descriptive statistics) is 31(34%) and frequent. Also the number of case containing no mention of sample size is 41(45%, including culture study). 6. For example of statistical error, there are wrong choice of statistical technique, lack of check on standard assumption(such as standard distribution, equivariance, independence), and so on. Conclusions : We investigated the validity of statistical analysis methods in our journal by check list consisting of 34 items and suggested correct statistical analysis methods. We should practice the spread of education about statistical analysis methods and precis application, enhance objectivity and reliability of our thesis and further correspond with purpose of scientific study.

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다문화 구성원의 의료만족도에 영향을 미치는 요인 (Factors Affecting on Medical Satisfaction in Multicultural Members)

  • 안성신;장미화
    • 한국산학기술학회논문지
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    • 제21권9호
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    • pp.199-209
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    • 2020
  • 본 연구는 다문화 구성원의 의료만족도에 영향을 미치는 요인을 파악하고 이에 대한 통합적 이해를 바탕으로 다문화 구성원의 의료서비스 개선 및 보건의료 지원 사업에 필요한 기초자료를 제공하기 위한 서술적 조사연구이다. 연구 자료는 경기도 A시 소재의 외국인 근로자 센터와 다문화 센터 이용자 301명을 대상으로 2019년 9월1부터 11월30일까지 수집하였으며 수집된 자료는 t-test, ANOVA, Multiple linear regression으로 분석하였다. 의료진, 의료환경, 진료비용에 대한 만족도를 살펴보면 의료진에 대한 만족도의 평균은 3,65로 가장 높았고, 의료환경의 평균은 3.55, 진료비용의 평균은 3.08순으로 나타났다. 의료진에 대한 만족도에 영향을 주는 요인은 나이와 건강보험이었으며, 이에 대한 설명력은 28%로 나타났다. 의료환경에 대한 만족도는 나이와 직업이었으며, 이에 대한 설명력은 17%로 나타났다. 진료비용에 대한 만족도는 다문화 형태, 교육수준, 직업이었으며, 이에 대한 설명력은 33%로 나타났다. 이상의 결과로 다문화 구성원의 건강문제를 해결하고 보건의료 향상을 위해서는 다문화 구성원의 건강상태 및 건강행위와 관련된 보건의료이용실태 및 만족도를 살펴보고 의료이용 만족도를 높일 수 있는 전략과 프로그램을 개발하고 제공하여야 한다.