• 제목/요약/키워드: Data Bias

검색결과 1,766건 처리시간 0.031초

부여 취수장의 $NH_3-N$자료에 대한 평균 및 분산추정 (Estimation of Mean and Variance for $NH_3-N$ data of Puyeo Intake)

  • 김형수;정건희;김응석;김중훈
    • 한국수자원학회논문집
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    • 제34권4호
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    • pp.357-364
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    • 2001
  • 실험 또는 계측에 의해 관측된 관측치들은 종종 어떤 기준치 이하의 작은 값들이 기록되는데, 이들 기준치 이하의 값들이 크기는 미소할지라도 평균이나 분산 추정시 왜곡된 결과를 줄 수 있다. 그러나 우리 나라에서는 관측오차로 간주하여 N.D.(Not Detected)로 처리하는 것을 관례로 하고 있어 미소치들이 기록되지 않고 있다. EK라서 본 연구에서는 부여 취수장의 암모니아성 질소(NH$_3$-N)자료가 크기에 따라 분표형이 다름을 조사하고 그 분포를 구별할 수 있는 기준치와 기준치 이하의 자료들에 대한 평균과 분산 추정시 가장 적절한 기법을 찾고자 하였다. 즉, 기준치 이하의 값들과 이상의 값들을 구분하여 평균과 분산을 위한 적절한 기법을 선정하여 추정하였다. 분석 결과 부여취사장의 자료는 편기 수정된 최우도(Bias Corrected ML)법이 가장 적합한 것으로 결정되었으며, 시행착오법에 의하여 기준치를 설정하였다.

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실리콘 산화막의 트랩 밀도에 관한 연구 (A study on the Trap Density of Silicon Oxide)

  • 김동진;강창수
    • 전자공학회논문지T
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    • 제36T권1호
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    • pp.13-18
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    • 1999
  • 본 논문은 서로 두께가 다른 실리콘 산화막의 스트레스 바이어스에 의한 트랩밀도를 조사하였다. 스트레스 바이어스에 의한 트랩밀도는 인가 시간 동안의 전류와 인가 후의 전류로 구성되어 있다. 인가 시간 동안의 트랩밀도는 직류 전류로 구성되었으며 인가 후의 트랩 밀도는 계면에서 트랩의 충전과 방전에 의한 터널링에 희해 야기되었다. 스트레스 인가 동안의 트랩밀도는 산화막 두께의 한계를 평가하는데 사용되며 스트레스 인가 후의 트랩밀도는 비휘발성 기억소자의 데이터 유지 특성을 평가하는데 사용된다.

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Optimal designs for small Poisson regression experiments using second-order asymptotic

  • Mansour, S. Mehr;Niaparast, M.
    • Communications for Statistical Applications and Methods
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    • 제26권6호
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    • pp.527-538
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    • 2019
  • This paper considers the issue of obtaining the optimal design in Poisson regression model when the sample size is small. Poisson regression model is widely used for the analysis of count data. Asymptotic theory provides the basis for making inference on the parameters in this model. However, for small size experiments, asymptotic approximations, such as unbiasedness, may not be valid. Therefore, first, we employ the second order expansion of the bias of the maximum likelihood estimator (MLE) and derive the mean square error (MSE) of MLE to measure the quality of an estimator. We then define DM-optimality criterion, which is based on a function of the MSE. This criterion is applied to obtain locally optimal designs for small size experiments. The effect of sample size on the obtained designs are shown. We also obtain locally DM-optimal designs for some special cases of the model.

Covariance Analysis Study for KOMPSAT Attitude Determination System

  • Rhee, Seung-Wu
    • International Journal of Aeronautical and Space Sciences
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    • 제1권1호
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    • pp.70-80
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    • 2000
  • The attitude knowledge error model is formulated for specifically KOMPSAT attitude determination system using the Lefferts/Markley/Shuster method, and the attitude determination(AD) error analysis is performed so as to investgate the on-board attitude determination capability of KOrea Multi-Purpose SATellite(KOMPSAT) using the covariance analysis method. Analysis results show there is almost no initial value effect on Attitude Determination (AD) error and the sensor noise effects on AD error are drastically decreased as is predicted because of the inherent characteristic of Kalman filter structure. However, it shows that the earth radiance effect of IR-sensor(earth sensor) and the bias effects of both IR-sensor and fine sun sensor are the dominant factors degrading AD error and gyro rate bias estimate error in AD system. Analysis results show that the attitude determination errors of roll, pitch and yaw axes are 0.056, 0.092 and 0.093 degrees, respectively. These numbers are smaller than the required values for the normal mission of KOMPSAT. Also, the selected on-orbit data of KOMPSAT is presented to demonstrate the designed AD system.

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Receiver DCB Estimation and Analysis by Types of GPS Receiver

  • Choi, Byung-Kyu;Chung, Jong-Kyun;Cho, Jeong-Ho
    • Journal of Astronomy and Space Sciences
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    • 제27권2호
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    • pp.123-128
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    • 2010
  • This paper analyzes that the global positioning system (GPS) receiver differential code bias (DCB) has effect on the estimation the ionosphere total electron content (TEC). The data from nine permanent GPS sites of the Korea Astronomy and Space Science Institute (KASI) were used for the estimation of the receiver DCB before (Trimble 4000 SSi) and after (Trimble NetRS) the receiver replacement, using the singular value decomposition method. The results showed that the estimated mean value of the receiver DCB varied from 0.11 ns (nanosecond) to 7.54 ns before the receiver replacement, but the receiver DCBs shoed large values than 20 ns except some stations after the replacement. The receiver DCB showed a relatively large difference by types of the receivers, and, as a result, it had a great effect on the estimation the ionosphere TEC using GPS.

As-Ge-Te 메모리 스위칭 소자의 전도 및 스위칭 전압 특성 (The Characteristics of Conduction rind Switching Voltage for As-Ge-Te Memory Switching Device)

  • 이병석;이현용;이영종;정흥배
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 1995년도 추계학술대회 논문집
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    • pp.67-70
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    • 1995
  • Amorpous As$\sub$10/Ge$\sub$15/Te$\sub$75/ device shows the memory switching characterisite under d.c. bias. In bulk material, a-As$\sub$10/Ge/sub15/Te$\sub$75/s switching voltage range is above 100 volts. Our purposes in this gaudy are decreasing a switching threshold voltage, finding the properties of d.c., a.c. conduction, and the characterisitics of switching threshold voltage fur a-As$\sub$10/Ge$\sub$15/Te$\sub$75/. As the results, the d.c.and a.c. conductivities increase with temperature. From the data of conductivity, various electrical and physical properties are obtained experimentally. The switching threshold voltages decrease with increasing annealing temperature and time, but increase with increasing film thickness and distance of electrode for d.c. bias.

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GaAs MESFET 모델 매개변수 추출에 관한 연구 (A Study on the GaAs MESFET Model Parameter Extraction)

  • 박의준;박진우
    • 한국통신학회논문지
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    • 제16권7호
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    • pp.628-639
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    • 1991
  • GaAs MESFET 모델의 정확한 매채변수 값을 구하기 위하여 바이어스 의존성을 바탕으로 3가지 바이어스 변화에 대한 S-,파라미터 측정만으로 모델 매개변수를 추출할 수 있는 새로운 계산 방법을 제시한다. Weighted Broyden update방법의 최적화 과정에서 얻어지는 오차 함수에 대한 매개 변수의 검토를 이용하여 전형 및 비전형 매개 변수의 유일해를 결정한다. 제안된 방법을 적용하기 위해 Marterka & Kacprzak 모델을 사용하였으며 추출한 매개변수 값의 정당성을 측정치와 비교함으로서 입증하였다.

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High Current Stress characteristics on Sequential Lateral Solidification (SLS) Poly-Si TFT

  • Jung, Kwan-Wook;Kim, Ung-Sik;Kang, Myoung-Ku;Choi, Pil-Mo;Lee, Su-Kyeong;Kim, Hyun-Jae;Kim, Chi-Woo;Jung, Kyu-Ha
    • 한국정보디스플레이학회:학술대회논문집
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    • 한국정보디스플레이학회 2003년도 International Meeting on Information Display
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    • pp.673-674
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    • 2003
  • The reliability of TFT, crystallized by sequential lateral solidification (SLS) technology, has been studied High current damage is characterized by high gate bias (-20V) and drain bias (-10V). It is found that performance of SLS TFTs is enhanced by high current stress up to 300 sec of stress time for 20/8 (W/L) N-TFT. After that, TFT performance is degraded with the increase of the stress time. It is speculated from the experimental data that SLS TFTs initially contain a number of unstable defect states. Then, the defect states seem to be cured by high current stress.

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Indentification of continuous systems in the presence of input-output measurement noises

  • Yang, Zi-Jiang;Sagara, Setsuo;Wada, Kiyoshi
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1990년도 한국자동제어학술회의논문집(국제학술편); KOEX, Seoul; 26-27 Oct. 1990
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    • pp.1222-1227
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    • 1990
  • The problem of identification of continuous systems is considered when both the discrete input and output measurements are contaminated by white noises. Using a predesigned digital low-pass filter, a discrete-time estimation model is constructed easily without direct approximations of system signal derivatives from sampled data. If the pass-band of the filter is designed so that it includes the main frequencies of both the system input and output signals in some range, the noise effects are sufficiently reduced, accurate estimates can be obtained by least squares(LS) algorithm in the presence of low measurement noises. Two classes of filters(infinite impulse response(IIR) filter and finite impulse response(FIR) filter) are employed. The former requires less computational burden and memory than the latter while the latter is suitable for the bias compensated least squares(BCLS) method, which compensates the bias of the LS estimate by the estimates of the input-output noise variances and thus yields unbiased estimates in the presence of high noises.

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가정내의 식품분배에서 남.여의 차이에 대한 연구 (A Study on the Sex Bias in Intrahousehold Food Distribution)

  • 조미숙;강남이
    • 한국식품영양학회지
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    • 제2권2호
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    • pp.31-39
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    • 1989
  • The objective of this study is to collect basic data about sex bias in intrahousehold food distribution, by investigating 124 housekeepers living in Seoul . This Survey was performed using questionnaire about the experience of male-female dietary disparity and the attitudes about sex-differential nutrition Results were summarized as follows ; 1. 38% of housekeepers had been experienced in male-female disparity of food distribution at meal time in her childhood. Protein foods(meats & fishes) and special foods were not distributed evenly to both sexes. 2. The major causes of these unbalanced, sex-differential food distribution was rather masculine priority than food shortage. 3. Compared with the past, male-female dietary disparity was disappeared. However, 47.7% of housekeepers took more care for son's meals than daughter's, consciously or unconsciously.

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