• 제목/요약/키워드: test theory

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A Bayesian Test Criterion for the Multivariate Behrens-Fisher Problem

  • Kim, Hea-Jung
    • Journal of the Korean Statistical Society
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    • 제28권1호
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    • pp.107-124
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    • 1999
  • An approximate Bayes criterion for multivariate Behrens-Fisher problem is proposed and examined. Development of the criterion involves derivation of approximate Bayes factor using the imaginary training sample approach introduced by Speigelhalter and Smith (1982). The criterion is designed to develop a Bayesian test, so that it provides an alternative test to other tests based upon asymptotic sampling theory (such as the tests suggested by Bennett(1951), James(1954) and Yao(1965). For the derived criterion, numerical studies demonstrate routine application and give comparisons with the classical tests.

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On Testing Monotonicity of Mean Residual Life from Randomly Censored Data

  • Lim, Jae-Hak;Koh, Jai-Sang
    • ETRI Journal
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    • 제18권3호
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    • pp.207-213
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    • 1996
  • This paper proposes a new nonparametric test for testing the null hypothesis that the MRL is constant against the alternative hypothesis that the MRL is decreasing (increasing) for ramdomly censored data. The proposed test statistic is a L-statistic, and we use L-statistic theory to establish its asymptotic normality of the test statistic. We discuss the efficiency loss due to censoring and also calculate the asymptotic relative efficiencies of our test statistic with respect to the Chen, Hollander and Langberg's test for several alternatives.

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A JONCKHEERE TYPE TEST FOR THE PARALLELISM OF REGRESSION LINES

  • Jee, Eunsook
    • 한국수학교육학회지시리즈B:순수및응용수학
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    • 제20권2호
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    • pp.109-116
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    • 2013
  • In this paper, we propose a Jonckheere type test statistic for testing the parallelism of k regression lines against ordered alternatives. The order restriction problems could arise in various settings such as location, scale, and regression problems. But most of theory about the statistical inferences under order restrictions has been developed to deal with location parameters. The proposed test is an application of Jonckheere's procedure to regression problem. Asymptotic normality and asymptotic distribution-free properties of the test statistic are obtained under some regularity conditions.

시공간 작업기억 용량과 그림 자료의 유형과 내용이 초등학생의 영어 단어 학습에 미치는 영향 (Effects of Visual Working Memory Capacity and the Type and Contents of Graphic Annotation on Multimedia English Learning)

  • 도경수;차유영
    • 인지과학
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    • 제19권4호
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    • pp.369-396
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    • 2008
  • 멀티미디어 학습에서 시공간 작업기억의 용량에 따라 그림 유형과 그림 내용의 효과가 달라지는지를 두 개의 실험에서 알아보았다. 실험 1에서는 영어단어 설명을 단어로만 주는 조건, 동영상과 같이 주는 조건, 그림과 같이 주는 조건을 비교하였다. 단어검사에서 동영상은 시공간 작업기억 용량이 큰 집단에서만 효과가 있었고, 이해검사에서는 단어설명만 주어진 조건에서 가장 수행이 좋았다. 실험 2에서는 동영상의 내용이 미치는 영향을 알아보았다. 단어검사에서는 전형적인 내용을 담은 동영상이 효과가 있었으나, 이해검사에서는 맥락에 적합한 내용의 동영상으로 학습한 집단이 이해 점수가 높았고, 이 경향은 시공간 작업기억 용량이 작은 집단에서 더 두드러지게 나타났다. 두 실험의 결과는 멀티미디어 학습의 효과는 인지부하의 정도에 달려 있다는 인지부하이론과 멀티미디어 학습을 여러 수준의 활동의 결과로 설명한 생성이론의 의해 잘 설명되는 것으로 해석되었다.

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문항반응 이론에 의한 컴퓨터 적응적 평가와 동적 학습내용 구성에 기반한 적응형 고수 시스템 (An Adaptive Tutoring System based on CAT using Item Response Theory and Dynamic Contents Providing)

  • 최숙영;양형정;백현기
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제32권5호
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    • pp.438-448
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    • 2005
  • 본 논문에서는 학습자들의 학습 특성 및 학습 능력에 따라 학습내용을 동적으로 구성하여 제공하는 적응형 교수 시스템을 제안한다. 본 논문에서 제안한 시스템은 학습 단계와 평가 단계를 연계함으로써 평가 단계에서 추정된 학습자의 능력에 따라 차기 학습 단계에서 수준별 학습내용을 동적으로 구성하여 학습자에게 제공함으로서 개인화된 교수${\cdot}$학습을 지원하고 있다. 이를 위해 먼저 학습자들의 학습 능력을 정확하게 평가할 수 있도록 문항반응이론에 의한 컴퓨터 적응적 평가를 이용하여 평가 단계를 구현하였으며, 또한 추정된 각 학습자의 능력 수준에 맞는 학습내용을 제공하기 위해 퍼지 개념을 이용하여 퍼지 수준 집합을 구성한 후 제공함으로써 학습자에 따른 수준별 학습이 가능하도록 학습 단계를 구현하였다.

자기결정성 이론 기반 대학생 스마트폰 과의존 예방프로그램 개발 및 효과 (Development and Effect of a Smartphone Overdependence Prevention Program for University Students Based on Self-Determination Theory)

  • 권명순;유정순
    • 대한간호학회지
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    • 제50권1호
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    • pp.116-131
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    • 2020
  • Purpose: This study aimed to develop a smartphone overdependence prevention program for college students based on the self-determination theory (SDT) and evaluate its effectiveness. Methods: A non-equivalent control group repeated measures design was used for the study. Participants were 64 university freshmen (experimental group: 29, control group: 35). The developed program consists of eight sessions conducted twice a week. The program was designed to promote autonomy, competence, and relatedness the three elements of the basic psychological needs of self-determination theory. The participants were assessed before the program, immediately after, and 1 and 3 months after the program. Data were collected from April 23 to September 14, 2018 and analyzed by performing a Chi-square test, Fisher's exact test, independent t-test, and repeated measures ANOVA using SPSS/WIN 23.0. Results: This study showed improvement in the basic psychological needs (F=3.90, p=.010) in the experimental group compared to the control group. Specifically, competence (F=2.93, p=.035), relatedness (F=2.89, p=.045), and self-regulatory ability (F=3.11, p=.028) improved significantly. Conclusion: Study findings indicate that the smartphone overdependence prevention program based on the Self-determination theory could be an effective intervention for improving basic psychological needs and self-regulation ability. Therefore, this program could be an efficient strategy for smartphone overdependence prevention in university students.

수평배수공법에 의해 개량된 준설점토지반의 압밀거동에 관한 연구 (Consolidation Behaviour of Dredged Clay Ground Improved by Horizontal Drain Method)

  • 김형주;원명수
    • 한국지반공학회지:지반
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    • 제13권1호
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    • pp.137-146
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    • 1997
  • A Study on the 본 연구에서는 플라스틱드레인을 이용하여 진공수평배수에 의해 개량된 준설 점토 지반의 압밀거동을 파악하기 위하여 대형 압밀시험을 실시하였으며, 실험 결과가 포텐결중공원주의 압밀이론을 이용한 수치해석에 의해 비교 검토되었다. 본 연구 실험결과에 의하면 수평배수진공압밀시험은 점토층 내부의 함수비 및 간극수압과 드레인 배수 속도 등이 진공압밀 시간 경과에 따라 감소되어 압밀이 급속하게 진행되고 있음이 확인되었다. 점토층 중공원주의 방사류에 대한 선형포텐샬압밀이론을 이용하여 수치 압밀해석 결과 간극수압은 확산 형태보다 흙의 변형과 투수에 의해 크게 좌우되고 있으므로, 지표면 부근에서의 실측 침하량은 압밀응력증가율 a가 -0.5정도에서 수치해석과 일치하며 또한 드레인 설치 부근에서의 점토층 침하량은 Baryon 압밀이론과 유사한 거동을 나타내고 있다. 최종적으로 수평 배수에 대한 적당한 선택과정을 포함한 설계 및 시공관리가 시험결과에 의하여 설명 되었으며 포텐셜압밀이론은 진공배수시 수평드레인에 의한 압밀거동을 정확하게 예측할 수 있다.

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한국어판 욕창예방지식도구의 고전검사이론과 문항반응이론을 적용한 문항분석, 타당도와 신뢰도 (Item Analysis using Classical Test Theory and Item Response Theory, Validity and Reliability of the Korean version of a Pressure Ulcer Prevention Knowledge)

  • 강명자;김명수
    • Journal of Korean Biological Nursing Science
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    • 제20권1호
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    • pp.11-19
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    • 2018
  • Purpose: The purposes of this study were to perform items analysis using the classical test theory (CTT) and the item response theory (IRT), and to establish the validity and reliability of the Korean version of pressure ulcer prevention knowledge. Methods: The 26-item pressure ulcer prevention knowledge instrument was translated into Korean, and the item analysis of the 22 items having an adequate content validity index (CVI), was conducted. A total of 240 registered nurses in 2 university hospitals completed the questionnaire. Each item was analyzed applying CTT and IRT according to 2-parameter logistic model. Response alternatives quality, item difficulty and item discrimination were evaluated. For testing validity and reliability, Pearson correlation coefficient and Kuder Richardson-20 (KR-20) were used. Results: Scale CVI was .90 (Item-CVI range= .75-1.00). The total correct answer rate for this study population was relatively low as 52.5%. The quality of response alternatives was found to be relatively good (range= .02-.83). The item difficulty of the questions ranged form .10 to .86 according to CTT and -12.19 to 29.92 according to the IRT. This instrument had 12-low, 2-medium and 8-high item difficulty applying IRT. The values for the item discrimination ranged .04-.57 applying CTT and .00-1.47 applying IRT. And overall internal consistency (KR-20) was .62 and stability (test-retest) was .82. Conclusion: The instrument had relatively weak construct validity, item discrimination according to the IRT. Therefore, the cautious usage of a Korean version of this instrument would be recommended for discrimination because there are so many attractive response alternatives and low internal consistency.

유한요소해석을 이용한 SBP 시험의 결과해석 - 점성토 지반의 압밀특성 (Numerical analysis of Self-Boring Pressuremeter test results using FEM - Consolidation characteristics of clay)

  • 장인성;정충기
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 1999년도 가을 학술발표회 논문집
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    • pp.67-74
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    • 1999
  • Self-Boring Pressuremeter Test(SBPT) is known to be the most effective in-situ test method which can reliably determine consolidation characteristics as well as deformation modules and untrained shear strength. In order to derive the coefficient of consolidation using SBPT results it is necessary to obtain the dissipation behavior from the pore pressure change with time during constant radial strain(generally 10%) and to derive the reliable time factor(Τ) from the analytical method which considers the real in-situ conditions. As previous studies on time factor are based on the assumptions of plane strain condition that the membrane of SBP is infinite, of untrained condition during the expansion of the probe and of elastic soil behavior during consolidation, these analyses can't consider the real boundary conditions and the real soil behaviour. In this study, consolidation analysis similar to real in-situ conditions including test procedure is conducted using finite element program which employs MCC model and Biot theory. Time factor considering the effects of finite membrane length, the total pressure change during consolidation and partial drainage is proposed and compared with previous results.

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가속시험을 통한 불규칙하중을 받는 실구조물의 피로수명평가 (Fatigue Life Evaluation of an Actual Structure under the Irregular Loading using an Acceleration Test)

  • 김형익;배봉국;박재실;석창성;모진용
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2004년도 추계학술대회 논문집
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    • pp.166-169
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    • 2004
  • A fatigue test was used to evaluate the fatigue life of an actual structure. The loaded state and the constraint condition of an actual structure must be same as the specimen in order to apply the test results to an actual structure by the specimen. The loaded state and constraint conditions can't be same as the specimen in the actual structure which is complicated. In order to reduce these differences, an actual structure test with a lot of frequencies is need to get a fatigue life curve. Therefore, ten sets of accelerated test units which attached unbalanced mass were composed in this study. Acceleration history about the vibration of an actual structure was acquired. Rainflow counting was used on acceleration history, and the life curve return formula was assumed. The return formula that damage satisfied `1' was acquired in a feedback process by the Miner's rule, which was the linear cumulative damage theory. A conservative fatigue life curve was determined with a return formula to have been presumed by each set. The fatigue life of regular rpm condition was calculated by these conservative fatigue life curves.

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