• 제목/요약/키워드: Curve Estimation Regression

검색결과 138건 처리시간 0.027초

회기 분석 기법을 이용한 LCD 패널의 전력 소모 예측 시뮬레이터 개발 (Development of Simulator for Power Estimation in LCD Panels Using A Method of Regression Model)

  • 방성용;이재범;정의영
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2008년도 하계종합학술대회
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    • pp.595-596
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    • 2008
  • we present a technique of power estimation for LCD panels using regression model. We extract and model two different power sources in LCD panels, those are gray-scale power and additional power of parasitic capacitors for charge sharing effect with inversion scheme. To model the power source, we use curve fitting and approximation. The results of proposed technique show that an average accuracy of estimation is above 98%.

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여행비용접근법을 통한 대구 우방타워랜드의 편익가치 측정 (Estimation of Users대 Benefit Value for Woobang Tower Land in Taegu Using Travel Cost Method)

  • 김수봉;심애경;권기찬
    • 한국환경과학회지
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    • 제10권3호
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    • pp.173-178
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    • 2001
  • The aim of this paper is to evaluate users benefit values of theme park using Travel Cost Method with special reference to Woobang Tower Land in Taegu for the estimation of economic values. This research is mainly based on questionnaire survey of 100 users of the theme park. Socio-economic factors such as income, year of education, annual income, age and money(travel cost) are analysed from 5 residential areas of the respondents. Multiple regression analysis was used for the evaluation of annual number of park visitings based on the analysis. The regression model shows NV = $\alpha$+$\beta_1$TC+$\beta_2$INC+$\beta_3$EDU+$\beta_4$AGE (NV : Annual Number of Visitings, TC : Travel Cost, INC : Annual Income, EDU : Years of Education, AGE : Age). Regarding to visitors demand curve based on the equation showed that annual economic values of Woobang Tower Land was estimated as 50billion Korean Won.

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수위-유량곡선을 위한 비매개 변수적 Kernel 회귀모형 (Nonparametic Kernel Regression model for Rating curve)

  • 문영일;조성진;전시영
    • 한국수자원학회논문집
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    • 제36권6호
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    • pp.1025-1033
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    • 2003
  • 수공구조물의 설계를 비롯하여, 수자원 분야의 기술적 설계의 기초는 수문자료의 처리와 분석에 중심을 두고 있다고 할 수 있다. 수문 자료의 분석방법 중 가장 보편적이면서도 중요한 방법은 자료들의 관계를 도식적으로 규명하는 회귀분석이다. 수위-유량 관계곡선과 같은 수문 자료에 대한 기존의 매개변수적 회귀모형이 갖는 단점은 자료의 특성에 따라, 복수의 회귀식이 산정되거나 동일자료에 대해서도 서로 다른 회귀식이 산정됨으로써 신뢰할 수 있는 회귀곡선을 만들기가 어렵다는 것이다. 이에 비해 주어진 자료에 의해 도출되는 kernel 회귀모형은 자료의 특성과 경향성을 적절히 표현해 줄 수 있는 방법이다. 본 논문에서는 비매개변수적 방법인 kernel 회귀모형을 분석하고, kernel 회귀모형의 중요 인자인 bandwidth의 선택 방법에 따른 kernel 회귀모형의 특성에 대해 비교 분석하였다.

ORDER RESTRICTED STATISTICAL INFERENCE ON LORENZ CURVES OF PARETO DISTRIBUTIONS

  • Oh, Myongsik
    • Journal of applied mathematics & informatics
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    • 제13권1_2호
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    • pp.457-470
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    • 2003
  • The comparison of two or more Lorenz curves of Pareto distributions of first kind under arbitrary order restriction is studied. The problem is turned out to be a statistical inference problem concerning scale parameters under order restriction. We assume that the location parameters of Palate distributions are completely unknown. In this paper the maximum likelihood estimation and likelihood ratio tests for and against order restriction are proposed.

저수지 내용적 곡선의 모의발생 (Simulation of Stage-Storage Curve Function in Irrigation Reservoirs)

  • 김현영;윤인택;최용선;오수훈
    • 한국농공학회지
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    • 제37권5호
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    • pp.73-80
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    • 1995
  • The uses of stage-storage curve function are diverse in irrigation reservoirs. The curve functions would be used to determine the optimal size of spillway length and the inundation area above full water level based on the flood routing in reservoirs. In addition, the curve function would he used to transform the stage to the storage for the reservoir water management, in which the storage is the supply water. Besides those, the curve is necessary for the planning of dredging, the estimation of the effective and the dead storage, the drought management by reservoir, etc. The curve function data, however, are almost unavailable for these purposes. According to the statistics, about 74% of the 2, 900 resevoirs which are maintained by Farm Land Improvement Association have no more effective data. Therefore, the simulation of the curve function could be better alternative. The curve functions were simulated derivating the regression equations based on the basin relief ratio and the effective depth. The results of the verification show the enough reliability of the application to generate the curve function in some reservoirs which do not have the surveyed stage-storage data. Also, even though the averaged curve function would be applicated without the basin relief ratio data, the result shows that the simulated curve is closer to the real one than the linear function by only the existing effective storage data.

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진단 직후 유방암.직장암 환자의 체지방량과 자연 살 세포 활동량 (Body Fat Percentage and Natural Killer Cell Activity of Breast and Rectal Cancer Patients after Diagnosis but before Treatment)

  • 김달숙;전명희
    • 대한간호학회지
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    • 제38권2호
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    • pp.321-331
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    • 2008
  • Purpose: To examine the relationship between body fat percentage (BFP) and N-K cell activity (NKCA) in Korean breast and rectal cancer patients just after diagnosis. Methods: With 35 subjects enrolled between November 2002 and May 2003, Bioelectrical Impedance Analysis was used to estimate BFP. FACS Analysis was used to measure N-K cell activity. The relationships between BFP and NKCA were identified by using curve estimation, simple regression, and multiple regression, Results: The mean BFPs of the subjects and all the sub-groups were higher than acceptable BFPs. Both the mean NKCAs of male and female subjects were lower than that of healthy women. NKCA was explained by BFP with a 14.9% variance in the total subjects (p<.05). There were significant negative relationships between BFP and NKCA after controlling age, type of cancer, and stage of cancer while no significant relationship was found after controlling for gender. The relationships between BFP and NKCA in the sub-groups of female, breast cancer, and stage I, and II were significant. The relationships between male, rectal cancer, and the stage III, and VI sub-groups were not identified, but they revealed a mild to moderate steep in curve estimation. Conclusion: Weight reduction could prevent the risk and advancement of breast and rectal cancer in Koreans.

수질오염총량관리 단위유역 유량측정자료를 이용한 유황곡선 작성 (Development of a Flow Duration Curve with Unit Watershed Flow Data for the Management of Total Maximum Daily Loads)

  • 박준대;오승영;최윤호
    • 한국물환경학회지
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    • 제28권2호
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    • pp.224-231
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    • 2012
  • It is necessary to develop flow duration curve (FDC) on each unit watershed in order to analyze flow conditions in the stream for the management of Total Maximum Daily Loads (TMDLs). This study investigated a simple method to develop FDC for the general use of the curve. A simple equation for daily flow estimation was derived from the regression analysis between the 8-day interval flow data of a unit watershed and the daily flow monitoring data of an adjacent upstream region. FDC can be prepared with the calculation of daily flow by the equation for each unit watershed. An annual and a full-period FDC were drawn for each unit watershed in Guem river basin. Standard flow such as low and ordinary flow can be obtained from the annual FDC. Major percentile of flow such as 10, 25, 50, 75 or 90% can be obtained from the full-period FDC. It is considered that this simple method of developing FDC can be utilized more widely for the calculation of standard flow and the assessment of water quality in the process of TMDLs.

Development and Policy of Proper Management Estimation of Domestic Service Industry in Comparison with OECD Countries for Advancement of Korean Service Industry

  • Suh, Geun-Ha;Yoon, Sung-Wook
    • 유통과학연구
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    • 제12권11호
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    • pp.25-34
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    • 2014
  • Purpose - Considering that the governments' official statistics on the optimum scale of the domestic service industry will be crucial in future, this study's results will be used as an important benchmark to develop and verify the parameters in the government's official statistics. Research design, data, and methodology - To identify the appropriate scale of Korea's service industry and its adequacy, I have determined them through estimation using a regression method involving panel data analysis on the panel data of 30 OECD countries. Results - The regression coefficient provided indications of being non-linear. This means that a U-shaped curve relationship exists-that is, the level of the economic growth leverage decreases along with the service industry's growth up to the level of 70.9% in terms of the Korean service industry's adequacy; it increases along with the service industry's growth at a level higher than 70.9%. Conclusions - While the current proportion of the size of the service industry among all industries in Korea stands at 50.7%, its proper proportion estimated by a regression analysis was 70.9%.

액성한계상태를 이용한 흙-수분 특성곡선의 평가 (Estimation of Generalized Soil-Water Characteristic Curves Using Liquid Limit State)

  • 성상규;이인모
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2004년도 춘계학술발표회
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    • pp.146-153
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    • 2004
  • The goals of this study are to investigate the feasibility of the reference state approach in determining the generalized soil-water characteristic curve that is essential for characterization of unsaturated soil behavior. The soil-water characteristic curves are obtained from a number of specimens of fine-grained residual soils compacted with different void ratios. Based on the experimental test results, the feasibility of using the liquid limit state as the reference state for predicting the soil-water characteristic curve are verified. Finally, through the regression analysis of experimental data using the equation of Fredlund and Xing (1994), a reliable method is proposed to predict the generalized soil-water characteristic curve of fine-grained residual soils using the liquid limit state as the reference.

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SWAT을 이용한 충주댐 유역의 유출곡선지수 산정 방안 (Estimation of Runoff Curve Number for Chungju Dam Watershed Using SWAT)

  • 김남원;이진원;이정우;이정은
    • 한국수자원학회논문집
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    • 제41권12호
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    • pp.1231-1244
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    • 2008
  • 본 연구에서는 기후조건, 토지이용 및 토양조건 등의 유역의 비균질성을 고려할 수 있는 SWAT 모형을 이용하여 홍수량 계산에 활용될 수 있는 유출곡선지수를 산정하는 방법을 제시하였다. 이 방법은 Hawkins 등(1993)이 제시한 점근 유출곡선지수 산정법을 기반으로 하되, 실측 홍수량 시간자료를 직접 이용하지 않고 SWAT에 의한 모의 지표 유출량 일자료를 이용하는 점이 특징이다. SWAT 모형이 지표유출성분량을 산정할 수 있고 소유역 분할에 따른 공간모의 및 유역의 비균질 특성을 반영할 수 있는 장점을 이용한 것이며, 또한 일자료를 이용함으로써 단기사상 자료의 오류에 따른 영향을 최소화할 수 있다. 이 방법에 의해 산정된 유출곡선지수는 모형에 의한 유출량 모의치와 관측치의 적합 과정을 거친 것으로 대상 유역의 유출 특징이 반영된 것이다. 본 제안 방법을 충주댐 상류유역에 대해 적용하여 전체유역 및 임의 소유역의 유출곡선지수를 산정하였고, 이를 강우량에 따라 지수함수형으로 감소하는 회귀식을 제시하였다.