• 제목/요약/키워드: sample points

검색결과 731건 처리시간 0.033초

Adaptive M-estimation in Regression Model

  • Han, Sang-Moon
    • Communications for Statistical Applications and Methods
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    • 제10권3호
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    • pp.859-871
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    • 2003
  • In this paper we introduce some adaptive M-estimators using selector statistics to estimate the slope of regression model under the symmetric and continuous underlying error distributions. This selector statistics is based on the residuals after the preliminary fit L$_1$ (least absolute estimator) and the idea of Hogg(1983) and Hogg et. al. (1988) who used averages of some order statistics to discriminate underlying symmetric distributions in the location model. If we use L$_1$ as a preliminary fit to get residuals, we find the asymptotic distribution of sample quantiles of residual are slightly different from that of sample quantiles in the location model. If we use the functions of sample quantiles of residuals as selector statistics, we find the suitable quantile points of residual based on maximizing the asymptotic distance index to discriminate distributions under consideration. In Monte Carlo study, this adaptive M-estimation method using selector statistics works pretty good in wide range of underlying error distributions.

AFM 마이크로캔틸레버의 나노 비선형 동역학 (Nanoscale Nonlinear Dynamics on AFM Microcantilevers)

  • 이수일;홍상혁;이장무
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2003년도 추계학술대회
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    • pp.1560-1565
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    • 2003
  • Tapping mode atomic force microscopy (TM-AFM) utilizes the dynamic response of a resonating probe tip as it approaches and retracts from a sample to measure the topography and material properties of a nanostructure. We present recent results based on nonlinear dynamical systems theory, computational continuation techniques and detailed experiments that yield new perspectives and insight into AFM. A dynamic model including van der Waals and Derjaguin-Muller-Toporov (DMT) contact forces demonstrates that periodic solutions can be represented with respect to the approach distance and excitation frequency. Turning points on the surface lead to hysteretic amplitude jumps as the tip nears/retracts from the sample. Experiments are performed using a tapping mode tip on a graphite sample to verify the predictions.

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가상의 3차원 CIELAB 등거리 색표본을 이용한 색역사상 (Color gamut mapping using fictive 3-D CIELAB equidistance sample)

  • 오현수;곽한봉;이철희;서봉우;안석출
    • 한국인쇄학회지
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    • 제19권2호
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    • pp.58-67
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    • 2001
  • Gamut mapping is a technique that acts on cross-media color reproduction to transform a color between devices for the purpose of enhancing the appearance or preserving the appearance of an image. Gamut mapping essentially produces color conversion error which depends the gamut mapping method, source and destination devices, and sample points for gamut modeling. For color space conversion between monitor colors and printer colors, empirical representation using sample measurements is currently widely utilized. Color samples are uniformly selected in the device space such as CMY or RGB, represented as color patches, and then measured. However, in the case of printer, these color samples are not evenly distributed inside the printer gamut and the color conversion error is increased. Accordingly, this paper introduces a equally distributed color sampling method in CIELAB space, a device- independent color space, to reduce color conversion error, and the performance is analyzed via color space conversion experiments using tetrahedral interpolation.

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자기요법이 봉약침 국소 알러지반응에 미치는 영향 (The Effect of Magnetic Therapy on The Allergic Reaction of Bee Venom)

  • 김현중;김민수;박영재;이은용
    • Journal of Acupuncture Research
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    • 제21권6호
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    • pp.187-193
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    • 2004
  • Objective : This study was performed to examine the Magnetic therapy decrease the allergic reaction of Bee Venom. Methods : We injected BV to sample group(n=10) and control group(n=10) at 2 points of body, and also sample group was treated with Magnetic therapy additionally. We observed the change of local pain, pruritus, color difference value at 1 hour, 24 hours after injection. Results : Local pain, pruritus and color difference value of sample group were more decreased than control group. Conclusions : The Magnetic therapy decreased allergic reaction of Bee Venom.

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Predicting the FTSE China A50 Index Movements Using Sample Entropy

  • AKEEL, Hatem
    • The Journal of Asian Finance, Economics and Business
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    • 제9권3호
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    • pp.1-10
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    • 2022
  • This research proposes a novel trading method based on sample entropy for the FTSE China A50 Index. The approach is used to determine the points at which the index should be bought and sold for various holding durations. The findings are then compared to three other trading strategies: buying and holding the index for the entire time period, using the Relative Strength Index (RSI), and using the Moving Average Convergence Divergence (MACD) as buying/selling signaling tools. The unique entropy trading method, which used 90-day holding periods and was called StEn(90), produced the highest cumulative return: 25.66 percent. Regular buy and hold, RSI, and MACD were all outperformed by this strategy. In fact, when applied to the same time periods, RSI and MACD had negative returns for the FTSE China A50 Index. Regular purchase and hold yielded a 6% positive return, whereas RSI yielded a 28.56 percent negative return and MACD yielded a 33.33 percent negative return.

결정지향 SNR 추정방식에서의 추정오차 보정기법을 통한 SNR 추정성능개선 (Performance Enhancement of Decision Directed SNR Estimation by Correction Scheme of SNR Estimation Error)

  • 곽재민
    • 한국항행학회논문지
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    • 제16권6호
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    • pp.982-987
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    • 2012
  • 본 논문에서는 AWGN 채널에서 특정 판정영역 내에 수신된 샘플들을 이용해 DD(Decision Directed) 방식으로 SNR을 추정하는 경우에 발생하는 SNR 추정 오차에 대해서 분석하였다. 수신기에서 특정 성좌점에 해당하는 기준 판정영역에 수신된 샘플들로 이상적인 수신점과의 에러벡터를 이용하여 SNR을 추정하는 경우, 다른 판정영역에 대응되는 송신심볼이 잡음의 영향으로 기준 판정영역으로 넘어온 샘플들까지 포함되므로, 추정된 신호 성좌점의 평균치가 이동함으로써 DD방식의 SNR 추정이 부정확하게 이루어진다. 이러한 현상을 변형된 확률밀도 함수를 기반으로 설명하고 실제 SNR과 추정 SNR과의 오차를 유도하여 정량적으로 분석하였다. 또한 컴퓨터 시뮬레이션을 통한 SNR 추정오차가 이론적으로 유도된 SNR 추정오차와 일치하고, 제안한 보정기법을 통해 SNR 추정 성능을 크게 개선할 수 있음을 확인하였다.

Unscented Filtering Approach to Magnetometer-Only Orbit Determination

  • Cheon, Yee-Jin
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.2331-2334
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    • 2003
  • The basic difference between the EKF(Extended Kalman Filter) and UKF(Unscented Kalman Filter) stems from the manner in which Gaussian random variables(GRV) are represented for propagating through system dynamics. In the EKF, the state distribution is approximated by a GRV, which is then propagated analytically through the first-order linearization of the nonlinear system. This can possibly introduce large errors in the true posterior mean and covariance of the transformed GRV, which may lead to sub-optimal performance and sometimes divergence of the filter. However, the UKF addresses this problem by using a deterministic sampling approach. The state distribution is also approximated by a GRV, but is now represented using a minimal set of carefully chosen sample points. These sample points completely capture the true mean and covariance of the GRV, and UKF captures the posterior mean and covariance accurately up to the 2nd order(Taylor series expansion) for any nonlinearity. This paper utilizes the UKF to determine spacecraft orbit when only magnetometer is available. Several catastrophic failures of spacecraft in orbit have been attributed to failures of the spacecraft mission. Recently studies on contingency-major sensor failure cases- have been performed. For mission success, contingency design or plan should be implemented in case of a major sensor failure. Therefore the algorithm presented in this paper can be used for a spacecraft without GPS or contingency design in case of GPS failure.

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집단 에너지 시설에 의한 주변 대기질 영향 (The influence on air quality of the surroundings by the facility of the district heating)

  • 연익준;주소영;이민희;손종렬;김광렬
    • 환경위생공학
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    • 제17권2호
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    • pp.18-25
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    • 2002
  • The comparison of the air quality with the evaluation of the environmental assessment before and after operations of the heat source and of the flue-gas desulfurization facilities were studied. First of all, several sites were selected for the representative sample points, and then they were examined air quality of the surroundings. The results were that TSP(total suspended particulate) analysis after an operation of the heat source facility was $74~81{\mu}g/m^3$, PM-10 was $31~94{\mu}g/m^3$, and $SO_2$concentration was 0.002~0.009ppm, respectively. As the result of examination to the concentrations of diffused pollutants, there was no relations between TSP concentration of sample points and the effect of air quality according to the heating source. When we compared the neighbored area of the heating source with the other area, the concentration of air pollutants after an operation of the facility of the heating source was similar to the heating source, the neighbored area, and the other area. So we concluded that there was no the effect of the air pollution by producted pollutants from the heating source.

The Impedance Profile of Acupuncture Points

  • Kovich, Fletcher
    • Journal of Acupuncture Research
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    • 제35권3호
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    • pp.104-107
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    • 2018
  • Background: Reduced impedance at acupuncture points (acupoints) is a well-known phenomenon; and the impedance has been found to reduce further in relation to organ stress. The author hypothesises that any changes to an organ's state or function are communicated to its related acupoints in real time. As part of a research project to demonstrate this communication, the impedance of several acupoints was studied in real time. Methods: The acupoints were located electrically, and a 40 kHz signal was used to sample the impedances. Samples were taken at each acupoint and also at a 6 mm radius. The sample rate was 1 kHz and the session lasted for 5 minutes. The results presented here were taken from a single patient. Results: The impedance at an acupoint's centre frequently changed in an inverse relationship to the impedance at a 6 mm radius (i.e. when one goes up, the other goes down) and the left and right instance of the same acupoint usually displayed different impedance features. Conclusion: When studying the fine detail of real-time impedance samples taken from the centre of an acupoint and also from a 6 mm radius, this previously unreported contrary-motion phenomenon provides a useful tool to differentiate between artefact and genuine organ-related features in an impedance trace.

Allium속 향신채 첨가가 찐어묵의 저장성과 품질에 미치는 영향 (The Effect of Herbs of Alium Species on Quality and Storage Characteristics of Kamaboko)

  • 황지희;조은자
    • 동아시아식생활학회지
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    • 제11권1호
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    • pp.33-43
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    • 2001
  • The effects of the addition of herbs belonging to Allium species on the quality and storage characteristics of kamaboko were studied. The herbs employed in the study were garlic (Allium sativum for.Pekinenese Makino), leek(.Allium tuberosum Roth), onion(Allium cepa Linnaeus), and onion skin. water activity(Aw) , pH, TBA, VBN, microbial load, textural characteristics and sensory evaluation were tested. 1. Aw of all the samples decreased on storage, the Aw on lower day ranged from 0.937~o.950. All thesamples containing herbs retained the pH 6 ~7 during the entire storage period even though it decreased gradually on storage. 2. In general, TBA and VBN of the samples containing herbs were lower than the control. The sample containing 3% onion skin showed the lowest TBA and VBN value. 3. The total plate count of the samples containing herbs was low compared to the control even though the total count increased during the storage. The samples containing 3% garlic and 3% onion skin showed the lowest total plate count on 20 days of storage. 4. The sample with garlic showed remarkably low value in sensory evaluation. The samples containing onion and onion skin, however, reached to the high sensory points as storage period increased. They received high points in taste as well as overall acceptance.

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