• Title/Summary/Keyword: Analysis of Variance (ANOVA)

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시판 이소니아짓 정제의 생물학적 동등성시험에 관한 연구 (Studies on the Bioequivalence Test of Isoniazid Tablets)

  • 최준식;안선엽
    • 약학회지
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    • 제33권4호
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    • pp.229-236
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    • 1989
  • Even though two different preparations are chemically equivalent, the variance of bioavailability differenciates the clinical effect of preparations, so that the preparations need to be evaluated by comparing bioavailability in vivo as well as chemical equivalence. In this study, bioequivalence tests of commercially available isoniazid tablets A, B, C and D (standard) were performed to give some guidelines to bioequivalence test. The bioavailability parameters obtained by drug administeration were statistically analyzed. Statistical evaluation of the data involved an analysis of variance for a cross over design. Cross over design was employed with 8 healthy volunteers. The results were within 20% difference of mean value in the AUC, Cmax, Tmax and amount of urinary excretion (Au) between standard and isoniazid tablets. The results of ANOVA showed no significant differences for 'group or sequence', but almost not for 'between subjects'. The tablet. A, B and D were within 20 min, but tablet C was within 50 min. Tablet A was biologically equivalent in the Au. tablet B biologically equivalent in the Au and AUC. Tablet C was biologically equivalent in the Au. The relationship between the dissolution rate and Au was significant.

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사영에 의한 확률효과모형의 분석 (The analysis of random effects model by projections)

  • 최재성
    • Journal of the Korean Data and Information Science Society
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    • 제26권1호
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    • pp.31-39
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    • 2015
  • 본 논문은 확률효과모형에서 사영에 근거한 분산성분을 구하는 방법을 다루고 있다. 분산성분을 추정하기 위한 ANOVA방법에서 제곱합의 계산에 사영을 이용하는 방법을 제시하고 있다. 분산성분을 구하기 위한 사영의 이용은 모형행렬에 의한 사영공간을 분산성분별 제곱합을 얻기 위한 상호직교하는 부분공간들로 분할하게 된다. 부분공간들로 분할하기 위해 모형행렬 X로의 사영에 단계별 방법(stepwise procedure)을 적용하여 해당하는 공간으로의 사영행렬을 구하는 방법을 다루고 있다. 단계별 방법에 의해 주어지는 부분공간들의 직교성으로 인해 사영행렬의 곱은 영행렬로 주어지는 성질을 갖는다. 단계별 방법에 의한 순차적 사영은 해당하는 공간으로의 사영행렬에 대한 확인과 사영행렬의 구조를 파악할 수 있는 이점이 있다. 또한 분산성분의 추정을 위한 제1종 제곱합을 구하기 위한 방법으로 유용하다.

온실가스를 고려한 연근해어업의 생산효율성 분석 (Production Efficiency Analysis of Offshore and Coastal Fisheries Considering Greenhouse Gas)

  • 전용한;남종오
    • 자원ㆍ환경경제연구
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    • 제30권1호
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    • pp.79-105
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    • 2021
  • 본 연구는 기후변화 이슈가 부각되는 환경에서 온실가스 배출량 고려 유무에 따른 연근해어업의 업종별 효율성을 비교하고, 분석 결과를 바탕으로 정책적 대안을 제시하는 데 목적이 있다. 분석을 위해 전통적인 자료포락분석(DEA) 모형과 잔여기반측정(SBM) 모형, 비소망재 SBM 모형을 이용하고, Robust Analysis of Variance (ANOVA) 검정과 Wilcoxon Signed-rank 검정을 시행하였다. 분석결과, 전통적인 DEA 모형에서 여분을 고려한 SBM 모형, 온실가스 배출량을 고려한 비소망재 SBM 모형으로 확장될수록 어업의 평균 효율성은 감소하는 것으로 분석되었다. 구체적으로 전통적인 DEA 모형과 SBM 모형, 비소망재 SBM 모형의 평균 효율성은 각각 0.7350, 0.5820, 0.4976으로 추정되었다. 또한 Robust ANOVA 검정과 Wilcoxon Signedrank 검정결과, 전통적인 DEA, SBM, 비소망재 SBM 모형 간 효율성 차이와 근해어업과 연안어업의 효율성 차이도 통계적으로 유의하게 분석되었다. 분석의 정책적 대안으로, 연근해어업의 효율성 개선을 위해서는 신조어선사업의 적극적 시행과 함께 스마트어선 및 전기복합어선 개발 등이 필요함을 제안하였다.

스트릿 댄스 학원의 학습자 선택속성 분석 (An Analysis of the Learner Choice Attributes of the Street Dance Academy)

  • 조아현;박성진
    • 한국콘텐츠학회논문지
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    • 제21권3호
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    • pp.664-675
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    • 2021
  • 본 연구에서는 스트릿 댄스 학원을 선택하는 일반인과 스트릿 댄스 전공자들을 대상으로 한 스트릿 댄스 학원 선택속성을 분석하고자 한다. 나아가 스트릿 댄스에 대한 인식과 가치를 높이고 스트릿 댄스를 전문 교육하는 학원들의 발전에 필요한 자료를 제공하는데 목적이 있다. 이러한 목적을 달성하기 위해서 스트릿 댄스 학원에 다니고 있는 300명의 스트릿 댄스 학습자들을 대상으로 설문조사를 실시하였다. 수집된 자료는 SPSS18.0 프로그램을 사용하여 빈도분석, 신뢰도 분석(Reliability test), 상관관계 분석(Correlation Analysis), 일원 분산분석(One-Way Analysis of Variance: ANOVA)을 실시하였다.연구 결과를 종합하여 보면, 스트릿 댄스 학원의 학습자 선택속성 구성 요소 중 교육 프로그램, 서비스, 홍보환경이 가장 중요한 선택 속성요인으로 파악된 반면에 가격요인의 중요성은 비교적 낮은 인식으로 파악되었다.

직교배열표를 이용한 마이크로 스피커용 다이아프램의 성능개선에 관한 연구 (A Study on Performance Improvement of Diaphgram for Micro Speaker using Table of Orthogonal Array)

  • 홍도관;우병철;안찬우
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2004년도 추계학술대회 논문집
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    • pp.162-165
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    • 2004
  • On this study, we improved diaphgram for micro speaker performance using Taguchi method in discrete design space. The design of diaphgram has an effect on performance of micro speaker such as, thickness of diaphgram, shape of diaphgram, etc. Therefore this study carried to decide shape of diaphgram and thickness of diaphgram for minimizing 2nd natural frequency of diaphgram using Taguchi method. we showed improved design factors that minimized 2nd natural frequency of diaphgram. Also, 2nd natural frequency of diaphgram for micro speaker is reduced up to 37 percent maintaining twist mode shape. From the results of ANOVA, 2nd natural frequency of diaphgram for micro speaker have an effect on position of the outer curved shape and thickness of diaphgram.

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다구찌법을 이용한 마이크로 스피커용 다이아프램의 성능개선에 관한 연구 (A Study on the Improving Diaphgram for Micro Speaker Performance using Taguchi Method)

  • 홍도관;우병철;안찬우
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2004년도 추계학술대회
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    • pp.534-538
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    • 2004
  • On this study, we improved diaphgram for micro speaker performance using Taguchi method in discrete design space. The design of diaphgram has an effect on performance of micro speaker such as, thickness of diaphgram, shape of diaphgram, etc. Therefore this study carried to decide shape of diaphgram and thickness of diaphgram for minimizing 2nd natural frequency of diaphgram using Taguchi method. we showed improved design factors that minimized 2nd natural frequency of diaphgram. Also, 2nd natural frequency of diaphgram for micro speaker is reduced up to 37 percent maintaining twist mode shape. From the results of ANOVA, 2nd natural frequency of diaphgram for micro speaker have an effect on position of the outer curved shape and thickness of diaphgram.

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다구찌 방법을 통한 볼 엔드밀 절삭날 형상이 가공면 거칠기에 미치는 영향 분석 (Analysis of Cutting Edge Geometry Effect on Surface Roughness in Ball-end Milling Using the Taguchi Method)

  • 조철용;류시형
    • 한국생산제조학회지
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    • 제23권6호
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    • pp.569-575
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    • 2014
  • In this study, the effect of cutting edge geometry, such as helix and rake angles, on surface roughness in ball-end milling is investigated by using the Taguchi method. A set of experiments adopting the $L_{27}(3^{13})$ design with an orthogonal array are conducted with special WC ball-end mills having different helix and rake angles. Analysis of variance (ANOVA) is performed to analyze the effects of tool geometry and machining parameters, such as cutting speed, feed per tooth, and depth of cut, on surface roughness. The ANOVA results reveal that helix and rake angles are critical factors affecting surface roughness; the interaction of helix angle and cutting speed is also important. This research can contribute to novel cutting edge designs of ball-end mills and optimization of cutting parameters.

래핑의 공정변수가 표면거칠기에 미치는 영향 (Effect of Process Parameters on Surface Roughness in Lapping Operation)

  • 최만성
    • 반도체디스플레이기술학회지
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    • 제12권4호
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    • pp.9-13
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    • 2013
  • Lapping is a very complicated and random process resulting from the variation of abrasive grains in its sizes and shapes and from the numerous factors having an effect on the process quality. This paper presents a study of a $2^4$ full factorial experimental design and analysis to optimize surface quality in lapping operation. The optimization of the factors to obtain minimum surface roughness was carried out by incorporating effect plots, main effect plots, interaction plots, analysis of variance(ANOVA), surface plots, and contour plots. The statistical design experiments, designed to reduce the total number of experiments required, indicated that, within the selected conditions, all the parameters influenced at a significance level of 5%. In addition, some of the possible interactions between these parameters also influenced the lapping process, especially those that were of third order. A regression model was suggested and fitted the experimental data very well.

치의학 연구에서의 표본크기 산출 (Sample size determination in dental research)

  • 임회정
    • 대한치과의사협회지
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    • 제52권9호
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    • pp.558-569
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    • 2014
  • Sample size determination is critical, but not easy to do. Sample size defined as the number of observations in a sample to be studied should be big enough to have a high likelihood of detecting a true difference between groups. Practical procedure for determining sample size, using $G^*$power and previous dental articles, was shown in this study. Examples involving independent t-test, paired t-test, one-way analysis of variance(ANOVA), and one-way repeated-measures(RM) ANOVA were used. The purpose of this study is to enable researchers with non-statistical backgrounds to use in practice freely available statistical software G*power to determine sample size and power.

대형 할인점의 점포 이미지가 패션 PB 브랜드 자산에 미치는 영향 연구 (The Effects of Image of Discount Stores on Fashion Brand Equity)

  • 최은희;이승희
    • 복식문화연구
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    • 제14권4호
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    • pp.647-656
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    • 2006
  • A purpose of this research was to analyze an effect of discount stores image on brand equity of fashion brand. One hundred ninety-four women living in Seoul and its suburb were surveyed for this study. For data analysis, descriptive statistics, factor analysis, multiple regression, and ANOVA were used for this study. As the results, first, discount stores image was classified into five factors such as convenience, service, store atmosphere, familarity, and easy use. Second, brand equity was divided into three factors such as brand loyalty, perceived quality and brand recognition. Generally, discount stores images were correlated with brand equity factor. Third, results revealed that service, easy use, convenience, and familarity were 32% of the explained variance in brand loyalty. Also, store atmosphere convenience, service, and easy use were 26% of the explained variance in perceived quality. Results revealed Store Atmosphere and easy use, and familarity were 21% of the explained variance in brand recognition. Based on these results, discount stores in private brand marketing strategies would be suggested.

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