• 제목/요약/키워드: COEFFICIENT OF VARIATION

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GENERAL FAMILIES OF CHAIN RATIO TYPE ESTIMATORS OF THE POPULATION MEAN WITH KNOWN COEFFICIENT OF VARIATION OF THE SECOND AUXILIARY VARIABLE IN TWO PHASE SAMPLING

  • Singh Housila P.;Singh Sarjinder;Kim, Jong-Min
    • Journal of the Korean Statistical Society
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    • 제35권4호
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    • pp.377-395
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    • 2006
  • In this paper we have suggested a family of chain estimators of the population mean $\bar{Y}$ of a study variate y using two auxiliary variates in two phase (double) sampling assuming that the coefficient of variation of the second auxiliary variable is known. It is well known that chain estimators are traditionally formulated when the population mean $\bar{X}_1$ of one of the two auxiliary variables, say $x_1$, is not known but the population mean $\bar{X}_2$ of the other auxiliary variate $x_2$ is available and $x_1$ has higher degree of positive correlation with the study variate y than $x_2$ has with y, $x_2$ being closely related to $x_1$. Here the classes are constructed when the population mean $\bar{X}_1\;of\;X_1$ is not known and the coefficient of variation $C_{x2}\;of\;X_2$ is known instead of population mean $\bar{X}_2$. Asymptotic expressions for the bias and mean square error (MSE) of the suggested family have been obtained. An asymptotic optimum estimator (AOE) is also identified with its MSE formula. The optimum sample sizes of the preliminary and final samples have been derived under a linear cost function. An empirical study has been carried out to show the superiority of the constructed estimator over others.

정규화를 이용한 변동계수 기반 안개 특징의 하드웨어 구현 (Hardware Implementation of Fog Feature Based on Coefficient of Variation Using Normalization)

  • 강의진;강봉순
    • 한국정보통신학회논문지
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    • 제25권6호
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    • pp.819-824
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    • 2021
  • 자율 주행이나 CCTV와 같이 영상 처리 관련 기술들이 발전함에 따라 영상 왜곡에 대한 문제점을 개선하기 위해 단일 영상을 이용한 안개 제거 알고리즘이 연구되고 있다. 안개 밀도 예측 방법으로는 깊이 맵을 생성하여 영상의 깊이를 추정하는 방법이 있고, 깊이 맵의 학습 데이터로 다양한 안개 특징을 사용할 수 있다. 또한 안개 제거 알고리즘을 실제 기술들에 적용하기 위해 고화질 영상을 실시간으로 처리할 수 있는 하드웨어 구현은 필수적이다. 본 논문에서는 변동계수 기반의 안개 특징인 NLCV(Normalize Local Coefficient of Variation)를 하드웨어로 구현한다. 제안하는 하드웨어는 Xilinx 사의 xczu7ev-2ffvc1156을 Target device로 FPGA 구현하였다. Vivado 프로그램을 통해 합성한 결과 479.616MHz의 최대 동작 주파수를 가지며 4K UHD(3840×2160) 환경에서 실시간 처리 가능함을 보인다.

신뢰성 기반 해석을 위한 국내 필댐 구성 재료의 전단파 속도 변동계수 결정 (Determination of Coefficient of Variation of Shear Wave Velocity in Fill Dam for Reliability Based Analysis)

  • 박형춘;오현주
    • 한국지반공학회논문집
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    • 제36권4호
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    • pp.31-39
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    • 2020
  • 지진 하중 하에서 필댐의 거동은 필댐 구성 재료의 전단파 속도(또는 전단 탄성계수) 분포에 많은 영향을 받는다. 일반적으로 필댐의 전단파 속도 분포는 전단파 속도 주상도를 통해 나타낼 수 있다. 이때 댐 구성 재료의 전단파 속도는 일반적으로 필댐 내부에서 공간에 따른 변동성을 가지며, 댐에서 허용되는 한정된 수의 실험에서는 이러한 재료 물성치 공간 변동성을 결정론적으로 규명할 수 없다. 따라서 실험에서 얻어진 전단파 속도 주상도는 불확실성을 가지게 되며, 재료 물성치의 불확실성은 해석결과에 불확실성을 야기하게 된다. 신뢰성 기반 해석은 이러한 재료 물성치 불확실성에 의한 해석결과의 영향을 평가 할 수 있다. 신뢰성 기반 해석에서는 변동계수를 통해 재료 물성치의 불확실성을 평가하고, 이러한 불확실성에 의한 영향을 해석에 반영할 수 있다. 본 연구에서는 국내 필댐 심벽부와 사력부 구성 재료의 전단파 속도 변동계수(COV, Coefficient Of Variation)를 결정하였다. 이를 위해 국내 필댐 심벽부와 사력부에서 표면파 시험을 통해 결정된 전단파 속도 주상도들에 대해 Hwang and Park(2013)에 의해 개발된 랜덤 전단파 속도 주상도 생성 기법을 적용하여 국내 필댐 심벽부와 사력부에 존재 가능한 전단파 속도 주상도 600개를 생성하고 이에 대한 통계처리를 통하여 필댐 심벽부와 사력부의 깊이별 전단파 속도 변동계수를 결정하였다.

DEA 모형의 변별력 평가에 관한 연구 (A Study on Discrimination Evaluation of DEA Models)

  • 박만희
    • 한국콘텐츠학회논문지
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    • 제17권1호
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    • pp.201-212
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    • 2017
  • 본 연구에서는 변동계수를 이용하여 DEA 모형의 변별력 평가에 적용할 수 있는 새로운 평가기준을 제시하였다. 변별력 평가를 위해 기존 연구에서 제시한 중요도와 본 연구에서 제안한 변동계수를 이용하여 변별력을 분석하였다. 다양한 DEA 모형들 중 변별력 평가를 위해 CCR-DEA, BCC-DEA, entropy, bootstrap, super efficiency, cross efficiency DEA 모형을 선정하고 실증분석을 실시하였다. 모형들의 순위상관관계를 파악하기 위해서 CCR 모형과 BCC 모형의 효율성 값과 entropy, bootstrap, super efficiency, cross efficiency 모형의 효율성 값들 간에 순위상관분석을 실시하였다. 본 연구를 통해 도출된 연구결과를 요약하면 다음과 같다. 첫째, 중요도와 변동계수를 이용한 모형들의 변별력 순위가 동일한 것으로 분석되어 변동계수를 DEA 모형의 변별력 평가기준으로 이용할 수 있다는 것이다. 둘째, 본 연구의 실증분석 결과에 따르면 4개 모형 중 super efficiency 모형이 변별력이 가장 높은 것으로 분석되었다. 셋째, CCR 모형과 순위상관관계가 가장 높은 모형은 super efficiency 모형으로 나타났고, BCC 모형과 순위상관관계가 가장 높은 모형도 super efficiency 모형으로 분석되었다.

외부환경에 따른 마찰재의 마찰계수 변화 특성에 대한 연구 (A Study of the Characteristic of Friction Coefficient Variation for the External Environment)

  • 이길형;이동규
    • 한국자동차공학회논문집
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    • 제23권6호
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    • pp.601-607
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    • 2015
  • The friction material for automobile is manufactured by mixing several composites to stop the running vehicles. Friction characteristics are changed significantly according to the relative amount of the base materials. However, difference of friction coefficient is sometimes measured at the test for the same friction material. Nevertheless, the study for solving these problems is insufficient. In this paper, the friction tests were carried out by changing the external environment and processing condition when the main ingredients are fixed and also evaluated how the friction coefficient changes. The variables are cooling air speed, humidity (Relative humidity and Absolute humidity), scorching time, soaking time and pad area. And it is analytically considered which environmental factor mainly affects the characteristic of friction coefficient variation by experiment. It is expected that the results from this study can be very useful as a database for development of the friction material.

닥나무 섬유(纖維)의 변이(變異)에 대하여 (On the Variation of Fiber Tissues of the Paper Mulbery in Korea)

  • 박병익;이광원
    • 한국산림과학회지
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    • 제26권1호
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    • pp.1-6
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    • 1975
  • 닥나무의 일년지(一年枝)부터 사년지(四年枝)에 이르기까지 섬유장(纖維長)과 그 폭(幅)의 변이(變異)와 섬유장(纖維長)과 폭(幅)과의 관계를 조사한바 일반적으로 고지(古枝)로 갈수록 섬유장(纖維長)과 폭(幅)은 증가 되었으며, 일차섬유(一次纖維)에서는 섬유장(纖維長)의 변이(變異)는 극히 완만한데 비하여 섬유폭(纖維幅)의 변이(變異)가 급격하였다. 그러나 이차섬유(二次纖維)에서는 이와 반대의 현상을 보여주었는데 이들 상호간(相互間)에는 비교적 높은 정(正)의 상관관계(相關關係)가 있었다.

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일반 측방 두부규격 방사선사진과 측방 추부규격 전산화 방사선사진에서의 계측점의 신뢰도에 대한 비교 연구 (A COMPARATIVE STUDY OF COMPUTED RADIOGRAPHIC CEPHALOMETRY AND CONVENTIONAL CEPHALOMETRY IN RELIABILITY OF HEAD FILM MEASUREMENTS (LANDMARKS IDENTIFICATION))

  • 김형돈;김기덕;박창성
    • 치과방사선
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    • 제27권1호
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    • pp.99-106
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    • 1997
  • The purpose of this study was to compare & to find out the variability of head film measurements (and marks identification) between Fuji computed radiographic cephalometry and conventional cephalometry. 28 Korean adults were selected. Lateral cephalometric FCR film and conventional cephalometric film of each subject was taken. Four investigators identified 24 cephalometric landmarks on lateral cephalometric FCR film and conventional cephalometric film. The comparable measurements between lateral cephalometric FCR film and conventional cephalometric film were statistically analysed. The results were as follows : 1. In FCR film & conventional film, coefficient of variation (C.V.) of 24 landmarks was taken horizonta1ly & vertically. There is no significant difference of rank order of landmarks in C.V. between two films. 2. In comparison of significant differences of landmarks variability between FCR film & conventional film, horizontal value of coefficient of variation, showed significant differences in four landmarks among twenty-four landmarks, but vertical value of coefficient of variation showed significant differences in sixteen landmarks among twenty-four landmarks. FCR film showed significantly less variability than conventional film in 17 subjects among 20(4+16) subjects that showed significant difference.

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Probabilistic bearing capacity of circular footing on spatially variable undrained clay

  • Kouseya Choudhuri;Debarghya Chakraborty
    • Geomechanics and Engineering
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    • 제38권1호
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    • pp.93-106
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    • 2024
  • The present paper investigates the spatial variability effect of soil property on the three-dimensional probabilistic characteristics of the bearing capacity factor (i.e., mean and coefficient of variation) of a circular footing resting on clayey soil where both mean and standard deviation of undrained shear strength increases with depth, keeping the coefficient of variation constant. The mean trend of undrained shear strength is defined by introducing the dimensionless strength gradient parameter. The finite difference method along with the random field and Monte Carlo simulation technique, is used to execute the numerical analyses. The lognormal distribution is chosen to generate random fields of the undrained shear strength. In the study, the potential failure of the structure is represented through the failure probability. The influences of different vertical scales of fluctuation, dimensionless strength gradient parameters, and coefficient of variation of undrained shear strength on the probabilistic characteristics of the bearing capacity factor and failure probability of the footing, along with the probability and cumulative density functions, are explored in this study. The variations of failure probability for different factors of safety corresponding to different parameters are also illustrated. The results are presented in non-dimensional form as they might be helpful to the practicing engineers dealing with this type of problem.

지식(止息)호흡에 대한 인체의 특성연구 (Characteristic Study of Breath-holding)

  • 유승연;오환섭;박영재;박영배
    • 대한한의진단학회지
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    • 제15권1호
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    • pp.95-110
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    • 2011
  • Objectives: The aim of the present study is to define breath-holding in spontaneous respiration and to observe the difference of respiratory variables, EEG and HRV. Methods: 46 healthy young volunteers (M:F=31:15) were recruited in the study. By measuring and analysing respiration, EEG and HRV in the spontaneous respiration. We segment subjects by 100% of coefficient of variation in the breath-holding. Results & Conclusions: 1. There is a period of breath-holding after expiration and before endeavored inspiration, in the course of respiration. The greater coefficient of variation in the breath-holding, longer respiration period mean, inspiration period mean and breath-holding mean in respiratory variable. 2. There was no significant difference between HRV parameters. 3. The greater coefficient of variation in the breath-holding, the higher ${\beta}$ frequency and ${\gamma}$ frequency in the left prefrontal lobe.

엑스선의 조사시간에 따른 형광유리선량계의 빌드업 특성 (Buildup Characteristics of Radiophotoluminescent Glass Dosimeters with Exposure Time of X-ray)

  • 권대철
    • 대한의용생체공학회:의공학회지
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    • 제38권5호
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    • pp.256-263
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    • 2017
  • By using the buildup characteristics of the radiophotoluminescence glass dosimeter(RPLGD), it is aimed to help the measurement of the accurate dose by measuring the radiation dose according to the time of the glass element. Five glass elements were arranged on the table and the source to image receptor distance(SID) was set to 100 cm for the build-up radiation dose measurement of the fluorescent glass dosimeter glass element(GD-352M). Radiation doses and saturation rates were measured over time according to irradiation time, with the tube voltage (30, 60, 90 kVp) and tube current (50, 100 mAs) Repeatability test was repeated ten times to measure the coefficient of variation. The radiation dose increased from 0.182 mGy to 12.902 mGy and the saturation rate increased from 58.3% with increasing exposure condition and time. The coefficient of variation of the glass elements of the fluorescent glass dosimeter was ranged from 0.2 to 0.77 according to the X - ray exposure conditions. X - ray exposure showed that the radiation dose and saturation rate were increased with buildup characteristics, and degeneration of glass elements was not observed. The reproducibility of the variation coefficient of the radiation generator was included within the error range and the reproducibility of the radiation dose was excellent.