• 제목/요약/키워드: multiple test

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MULTIPLE OUTLIER DETECTION IN LOGISTIC REGRESSION BY USING INFLUENCE MATRIX

  • Lee, Gwi-Hyun;Park, Sung-Hyun
    • Journal of the Korean Statistical Society
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    • 제36권4호
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    • pp.457-469
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    • 2007
  • Many procedures are available to identify a single outlier or an isolated influential point in linear regression and logistic regression. But the detection of influential points or multiple outliers is more difficult, owing to masking and swamping problems. The multiple outlier detection methods for logistic regression have not been studied from the points of direct procedure yet. In this paper we consider the direct methods for logistic regression by extending the $Pe\tilde{n}a$ and Yohai (1995) influence matrix algorithm. We define the influence matrix in logistic regression by using Cook's distance in logistic regression, and test multiple outliers by using the mean shift model. To show accuracy of the proposed multiple outlier detection algorithm, we simulate artificial data including multiple outliers with masking and swamping.

다차원적 신체이미지가 의복행동에 미치는 영향 (The Effects of Multiple Body Image on Clothing Behavior)

  • 김광경;이금실;정미실
    • 한국의류학회지
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    • 제25권2호
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    • pp.358-365
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    • 2001
  • The purpose of this study was to investigate the relation between various aspects of multiple body image and clothing behavior i.e. individuality/self expression, body improvement, social approval, sex appeal. The data were collected from 498 female university students in Seoul and Kyong Ki Province and analyzed using factor analysis, Pearsons correlations, reliability test, analysis of variance, and multiple regression analysis. The results of this study were as follows: 1) Four dimensions of multiple body image were identified : appearance, body attractiveness, degree of fitness and atheletic skill. 2) Perception on appearance and fitness aspect of multiple body image has a positive correlation with all aspects of clothing behavior i.e. individuality/self expression, body improvement, social approval and sex appeal of clothing behavior. Body attractiveness and atheletic skill of multiple body image also had a positive correlation with individuality/self expression, and sex appeal.

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DEVELOPMENT OF A SOUND QUALITY INDEX FOR THE EVALUATION OF BOOMING NOISE OF A PASSENGER CAR BASED ON REGRESSIVE CORRELATION

  • LEE J. K.;PARK Y. W.;CHAI J. B.;JANG H. K.
    • International Journal of Automotive Technology
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    • 제6권4호
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    • pp.367-374
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    • 2005
  • This paper proposes a sound quality index to evaluate the vehicle interior noise. The index was developed using a correlation analysis of an objective measurement and a subjective evaluation data. First, the objective set of measurements was obtained at two specified driving conditions. One is from a wide-open test condition and the other is from a constant-speed test condition. At the same time, subjective evaluation was carried out using a score of ten scale where 17 test engineers participated in the experiment. The correlation analysis between the psycho-acoustic parameters derived from the objective measurement and the subjective evaluation was performed. The most critical factors at both test conditions were determined, and the corresponding equations for the sound quality were obtained from the multiple factor regression method. Finally, a comparative work between previous index and present index was performed to validate the effectiveness of the proposed index.

A Bayesian Criterion for a Multiple test of Two Multivariate Normal Populations

  • 김혜중;손영숙
    • 한국통계학회:학술대회논문집
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    • 한국통계학회 2000년도 추계학술발표회 논문집
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    • pp.147-152
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    • 2000
  • A Bayesian criterion is proposed for a multiple test of two independent multivariate normal populations. For a Bayesian test the fractional Bayes facto.(FBF) of O'Hagan(1995) is used under the assumption of Jeffreys priors, noninformative improper proirs. In this test the FBF without the need of sampling minimal training samples is much simpler to use than the intrinsic Bayes facotr(IBF) of Berger and Pericchi(1996). Finally, a simulation study is performed to show the behaviors of the FBF.

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Test Sequence Generation Using Multiple Unique State Signature(MUSS)

  • Jung, Yoon-Hee;Hong, Beom-Kee
    • Journal of Electrical Engineering and information Science
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    • 제2권6호
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    • pp.43-47
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    • 1997
  • A procedure presented in this paper generates test sequences to check the conformity of an implementation with a protocol specification, which is modeled as a deterministic finite state machine (FSM). Given a FSM, a common procedure of test sequence generation, first, constructs a directed graph which edges include the state check after each transition, and produces a symmetric graph G* from and, finally, finds a Euler tour of G*. We propose a technique to determine a minimum-cost tour of the transition graph of the FSM. The proposed technique using Multiple Unique State Signature (MUSS) solves an open issue that one MUIO sequence assignment may lead to two more edges of unit cost being replicated to from G* while an optimal assignment may lead to the replication of a single edge of high cost. In this paper, randomly generated FSMs have been studied as test cases. The result shows that the proposed technique saves the cost 4∼28% and 2∼21% over the previous approach using MUIO and MUSP, respectively.

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경계 주사 환경에서의 상호연결 테스트 방법론에 대한 연구 (A New Method for the Test Scheduling in the Boundary Scan Environment)

  • 김현진;신종철;강성호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1998년도 추계학술대회 논문집 학회본부 B
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    • pp.669-671
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    • 1998
  • Due to the serial nature of scan chains, the use of the boundary scan chain leads the high application costs. And with 3-state net, it is important to avoid enabling the two drivers in a net. In this paper, the new test method for 3-state nets in the multiple boundary scan chains is presented. This method configures the boundary scan cells as multiple scan chains and the test application time can be reduced. Also three efficient algorithms are proposed for testing the interconnects in a board without the collision of the test data in 3-state nets.

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국방연구개발 시험개발사업 성과평가지표 개발에 관한 연구 (A Study on Developing the Performance Evaluation Indicators of Defense R&D Test Development Projects)

  • 이형준;김우제;김찬수
    • 산업공학
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    • 제23권1호
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    • pp.78-88
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    • 2010
  • In this paper we develop a model for the performance evaluation of defense R&D test development projects based on analytic hierarchy process. First, evaluation indicators are collected through the related literature survey and a delphi inquiry method. Second, stepwise multiple linear regression is used for developing a hierarchical structure for analytic hierarchy process in the evaluation model, which can make the selected evaluation indicators of the hierarchical structure independent. Also we verify the effectiveness of proposed indicators of the performance evaluation by comparing with the existing evaluation indicators. The developed indicators for the performance evaluation is more reasonable and practical than the previous indicators on defense R&D test development projects.

2017학년도 대학수학능력시험 영역별 정답배열 임의성 검정 (Test of randomness for answers arrangement in 2017 College Scholastic Ability Test)

  • 안소진;이재은;장대흥
    • 응용통계연구
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    • 제30권4호
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    • pp.503-512
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    • 2017
  • 선다형 문제의 경우 특정 위치의 답을 선호하는 수험생의 응답경향이 시험 결과에 미치는 영향을 최소화하기 위하여 정답배열을 특정위치에 편중되지 않고 고르게 분포할 필요가 있다. 이는 정답배열이 특정 번호에 편중되어 있으면 정답을 모를 때 중앙 또는 외곽 번호에 응답경향이 있는 수험생이 추측으로 문항의 답을 맞힐 수 있으므로 시험점수가 학생의 능력을 제대로 반영하지 못하는 결과를 초래할 수 있기 때문이다. 본 논문에서는 2017학년도 대학수학능력시험의 영역별 정답배열에 대하여 Bartels rank test, Wald-Wolfowitz runs test, turning point test, Cox Stuart trend test, difference sign test, Mann-Kendall rank test 등을 실시하여 정답배열이 고르게 분포되었는지 확인하였다. 또한 정답 번호와 배점 사이에 독립성이 지켜지지 않을 경우에도 특정 번호를 정답으로 선호하는 경향을 가진 수험생의 점수는 학생의 능력을 제대로 반영하지 못할 수 있기 때문에 정답의 위치와 배점 사이의 독립성 검정을 추가로 실시하였다.

FlexRay: 프로토콜, 시간 계층, 메시지 프레임, 커뮤니케이션 컨트롤러, 적합성 시험 (FlexRay: Protocol, Time Hierarchy, Message Frame, Communication Controller, and Conformance Test)

  • 한석준;신수아;박나은;박찬;이대기;이성수
    • 전기전자학회논문지
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    • 제27권4호
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    • pp.668-678
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    • 2023
  • FlexRay는 차량 내 네트워크(In-Vehicle Network)로 최대 2개의 채널로 각 채널당 최대 10Mbps 전송 속도를 가진다. FlexRay는 TDMA(Time Division Multiple Access)와 FTDMA(Flexible Time division Multiple Access) 방식을 사용하여 효율적으로 데이터를 전송하면서도 실시간 통신을 보장하기 때문에 파워트레인 등 안전성이 필수적인 차량 모듈의 실시간 전자 제어에 사용된다. 본 논문에서는 ISO 17458 표준과 FlexRay 컨소시엄 문서를 바탕으로 FlexRay의 프로토콜(Protocol), 시간 계층(Time Hierarchy), 메시지 프레임(Message Frame), 커뮤니케이션 컨트롤러(Communication Controller), 적합성 시험(Conformance Test)에 대해 자세히 설명한다.

다중 유전체로 구성된 평탄형 Diffuser가 부착된 잔향실 내의 전자기장 분포에 관한 연구 (Field Distribution of the Reverberation Chamber with Flat Diffusers Composed of Multiple Dielectric Materials)

  • 김영렬;김혜광;이중근
    • 한국전자파학회논문지
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    • 제18권5호
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    • pp.471-477
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    • 2007
  • 본 논문은 전자파 장해 및 복사 내성 측정의 대용 시험 시설로서 활용될 수 있는, 다중 유전체로 구성된 평탄형 QRD(Quadratic Residue Diffuser)를 사용한 전자파 잔향실에 대한 연구이다. 잔향실은 $2.5{\sim}3$ GHz 대역에서 사용 가능하도록 설계되었으며, 기존 QRD의 특성을, 다양한 유전체를 이용하여 낮은 평탄형 구조물로 구현하였고, 이를 적용한 전자파 잔향실 내부에서의 전자기장 특성 변화 및 시험 공간 확장에 관해서 비교 분석하였다. 잔향실 내부의 전자기장 분포 해석을 위해서 FDTD(Finite-Difference Time-Domain) 수치 해석 방식을 이용하였다. 잔향실 내에 새로 제안된 확산기를 사용하면, 기존 확산기에 비해 물리적인 크기가 줄어들 뿐만 아니라 전자기장 균일도, 편파 특성 및 공차 등의 성능이 비슷하거나 우수해짐을 확인하였다. 따라서 다중 유전체로 구성된 평탄형 확산기를 사용한 잔향실이 기존의 QRD를 사용한 잔향실에 비해 전자기적 성능 및 공간 활용면에서 우수한 시험시설임을 확인하였다.