• 제목/요약/키워드: M-statistic method

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M-추정에 기반을 둔 로버스트 스펙트럴 추정량: 주택 가격 지수에 대한 응용 (Robust spectral estimator from M-estimation point of view: application to the Korean housing price index)

  • 박노진
    • 응용통계연구
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    • 제29권3호
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    • pp.463-470
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    • 2016
  • 주파수 영역에서 시계열 자료를 분석함에 있어 스펙트럴 추정량은 매우 유용한 도구이다. 기존의 스펙트럴 추정량은 이상치에 영향을 받을 수밖에 없는 구조로 되어있어서 M-추정법을 활용하여 로버스트 스펙트럴 추정량이 제안되었다. M-추정을 위해서는 조율모수를 적절하게 선택해 주어야 하는데 Pak (2001)이 제안한 방법을 사용할 때의 효과를 연구하였다. 모의실험과 주택가격지수에의 적용을 통하여 효과가 있음을 확인하였다.

농촌 주거지역 쓰레기소각으로 인한 산불화재 개선방안에 관한 연구 (A Study on the Improvement Method of Forest Fire Caused by Waste Incineration at the Farming Residential Area)

  • 이영삼
    • 대한안전경영과학회지
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    • 제18권3호
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    • pp.9-15
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    • 2016
  • Currently the forest area is 6,370,000 hectare (ha) which occupies 63.7% in Korea. The forest has good functions such as production of forest products, conservation of national land, prevention of disasters, etc. However constructing houses near the forest area make bad situation like illegal waste incineration by resident. So research subject is forest fire caused by waste incineration place including facility. And this study was conducted about statistical analysis and research analysis of the 100 waste incineration places including facilities at the country town. Statistical analysis shows that March is 27% which percentage is the highest number of forest fire in 10 years' average. The number of forest fire caused by waste incineration is 45 which is the third highest number in the fire statistic. The distance between waste incineration place including facility and forest area is 30m, 40m and 50m. That 40m (36%) is the most common distance from forest area. The types of waste incineration are ground (62%), the temporary facility made with oil drum can (35%) and other made with steel sheet, concrete, etc. The result of this study is that government and local government must conduct the improvement measure to reduce illegal incineration such as waste pickup area made with rain and wind proof type installed near residence, expenses for waste treatment, enlightenment and training, etc. Also considering their age and income are needed for realistic improvement.

Evaluation of internal fit of interim crown fabricated with CAD/CAM milling and 3D printing system

  • Lee, Wan-Sun;Lee, Du-Hyeong;Lee, Kyu-Bok
    • The Journal of Advanced Prosthodontics
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    • 제9권4호
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    • pp.265-270
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    • 2017
  • PURPOSE. This study is to evaluate the internal fit of the crown manufactured by CAD/CAM milling method and 3D printing method. MATERIALS AND METHODS. The master model was fabricated with stainless steel by using CNC machine and the work model was created from the vinyl-polysiloxane impression. After scanning the working model, the design software is used to design the crown. The saved STL file is used on the CAD/CAM milling method and two types of 3D printing method to produce 10 interim crowns per group. Internal discrepancy measurement uses the silicon replica method and the measured data are analyzed with One-way ANOVA to verify the statistic significance. RESULTS. The discrepancy means (standard deviation) of the 3 groups are $171.6\;(97.4){\mu}m$ for the crown manufactured by the milling system and 149.1 (65.9) and $91.1\;(36.4){\mu}m$, respectively, for the crowns manufactured with the two types of 3D printing system. There was a statistically significant difference and the 3D printing system group showed more outstanding value than the milling system group. CONCLUSION. The marginal and internal fit of the interim restoration has more outstanding 3D printing method than the CAD/CAM milling method. Therefore, the 3D printing method is considered as applicable for not only the interim restoration production, but also in the dental prosthesis production with a higher level of completion.

한국 남부해역의 수온약층 추출 알고리즘 개발 (Development of Algorithms for Extracting Thermocline Parameters in the South Sea of Korea)

  • 윤동영;최현우
    • Ocean and Polar Research
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    • 제34권2호
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    • pp.265-273
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    • 2012
  • A new algorithm was developed, not only to detect the existence of a thermocline, but also to extract the thermocline parameters (such as thermocline thickness, mixed layer thickness, maximum temperature gradient, and temperature difference of thermocline), using the vertical profile of water temperature. According to Kappa analysis, in order to find adequate threshold values of vertical water temperature gradients ${\Delta}T$ ($^{\circ}C/m$), agreement and reliability were 87% and 0.74 respectively, in the conditions of maximum ${\Delta}T{\geq}0.5$ and surface and bottom layers ${\Delta}T<{\mid}0.2{\mid}$. Also, three different kinds of methods, viz. 1. Gradient method, 2. Hyperbolic tangent method, and 3. Differential hyperbolic tangent method, were tested to extract the key parameters of a thermocline. Comparing the results of three different methods, the differential hyperbolic tangent method was the most appropriate to extract the start and end point of a thermocline curve.

이동국 위치 추정을 위한 TOA와 TDOA방법의 비교 분석 (Comparative Analysis of TOA and TDOA method for position estimation of mobile station)

  • 윤현성;이창호;변건식
    • 한국정보통신학회논문지
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    • 제4권3호
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    • pp.595-602
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    • 2000
  • 본 논문은 휴대폰이나 PCS의 통신망 기반 구조를 사용하여 이동국의 위치 추정 시스템을 개발하는데 목적이 있다. 이동국의 위치 추정이 가능하게 될 때 도시 교통 관리, 119 긴급 구조, 범죄 수사, 환자 안전 보호 특히 치매 환자를 위한 서비스가 가능하게 된다. 본 논문은 기지국과 이동국의 위치를 나타내기 위해 전파 경로가 NLOS 환경일 경우 표준 잡음을 모델링 할 때 LOS 환경의 통계적 특성을 이용한다고 가정하였다. 우선 표준 잡음의 평균 표준 편차를 $\pm150$으로 하여 측위 알고리즘인 TOA와 TDOA를 이용하여 위치 추정값을 비교 분석하고 Kalman filter를 이용해 표준 잡음을 제거한 후 측위 알고리즘을 이용하여 위치 추정값을 비교 분석하였다. 그리고 결과치를 smoothing 처리하여 비교 분석하였다. 표준 잡음을 제거하지 않은 경우에 비해 Kalman filter를 사용하여 표준 잡음을 제거하면 TOA에서는 51.2 m, TDOA에서는 34.8 m의 2차원 평균 위치 오차가 향상된 결과를 얻었다. 그 결과에 smoothing 기법을 이용하면 2차원 평균 위치 오차가 약 3 m 정도 개선됨을 확인하였다.

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Nonparametric test for unknown age class of life distributions

  • Abu-Youssef, S.E.;Mohammed, B.I.;Bakr, M.E.
    • International Journal of Reliability and Applications
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    • 제15권2호
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    • pp.99-110
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    • 2014
  • Based on the kernel function, a new test is presented, testing $H_0:\bar{F}$ is exponential against $H_1:\bar{F}$ is UBACT and not exponential is given in section 2. Monte Carlos null distribution critical points for sample sizes n = 5(5)100 is investigated in section 3. The Pitman asymptotic efficiency for common alternatives is obtained in section 4. In section 5 we propose a test statistic for censored data. Finally, a numerical examples in medical science for complete and censored data using real data is presented in section 6.

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A new extension of Lindley distribution: modified validation test, characterizations and different methods of estimation

  • Ibrahim, Mohamed;Yadav, Abhimanyu Singh;Yousof, Haitham M.;Goual, Hafida;Hamedani, G.G.
    • Communications for Statistical Applications and Methods
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    • 제26권5호
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    • pp.473-495
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    • 2019
  • In this paper, a new extension of Lindley distribution has been introduced. Certain characterizations based on truncated moments, hazard and reverse hazard function, conditional expectation of the proposed distribution are presented. Besides, these characterizations, other statistical/mathematical properties of the proposed model are also discussed. The estimation of the parameters is performed through different classical methods of estimation. Bayes estimation is computed under gamma informative prior under the squared error loss function. The performances of all estimation methods are studied via Monte Carlo simulations in mean square error sense. The potential of the proposed model is analyzed through two data sets. A modified goodness-of-fit test using the Nikulin-Rao-Robson statistic test is investigated via two examples and is observed that the new extension might be used as an alternative lifetime model.

영한 및 한영 통계기반 기계번역에서의 이중언어 간 어순처리 및 단어정렬 최적화 방안 연구 (The study of Method for Optimization of Phrase Ordering Process and Word Alignment between Parallel Languages in Korean-English Statistic Based Machine Translation)

  • 정상원
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2013년도 춘계학술발표대회
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    • pp.293-296
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    • 2013
  • 통계기반 기계번역 시스템 (SBMT system)은 기계번역시스템 중에서 최근 활발히 연구되고 있는 분야이다. 통계기반 기계번역은 대용량의 말뭉치를 사용할 수 있어 특정 언어 쌍에 제한을 덜 받아 모델을 자동으로 학습할 수 있으며 다른 언어에 일반화하여 적용이 가능하다는 장점이 있다. 그러나 영어와 한국어 간 통계기반 기계번역에 있어서는 어순의 차이로 인한 문제를 해결할 필요성이 여전히 남아 있다. 이에 본 연구에서는 영어와 한국어 간 이중언어 말뭉치를 구축하고 통계기반 기계번역 훈련 시스템인 Moses 에 기반하여 구현한 베이스 시스템을 이용하여 이중언어 간 어순처리 및 단어정렬의 최적화 방안을 연구하였다.

Probability density evolution analysis on dynamic response and reliability estimation of wind-excited transmission towers

  • Zhang, Lin-Lin;Li, Jie
    • Wind and Structures
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    • 제10권1호
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    • pp.45-60
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    • 2007
  • Transmission tower is a vital component in electrical system. In order to accurately compute the dynamic response and reliability of transmission tower under the excitation of wind loading, a new method termed as probability density evolution method (PDEM) is introduced in the paper. The PDEM had been proved to be of high accuracy and efficiency in most kinds of stochastic structural analysis. Consequently, it is very hopeful for the above needs to apply the PDEM in dynamic response of wind-excited transmission towers. Meanwhile, this paper explores the wind stochastic field from stochastic Fourier spectrum. Based on this new viewpoint, the basic random parameters of the wind stochastic field, the roughness length $z_0$ and the mean wind velocity at 10 m heigh $U_{10}$, as well as their probability density functions, are investigated. A latticed steel transmission tower subject to wind loading is studied in detail. It is shown that not only the statistic quantities of the dynamic response, but also the instantaneous PDF of the response and the time varying reliability can be worked out by the proposed method. The results demonstrate that the PDEM is feasible and efficient in the dynamic response and reliability analysis of wind-excited transmission towers.

Mechanical behaviors of concrete combined with steel and synthetic macro-fibers

  • Deng, Zongcai;Li, Jianhui
    • Computers and Concrete
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    • 제4권3호
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    • pp.207-220
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    • 2007
  • In this paper, hybrid fibers including high elastic modulus steel fiber and low elastic modulus synthetic macro-fiber (HPP) as two elements were used as reinforcement materials in concrete. The flexural toughness, flexural impact and fracture performance of the composites were investigated systematically. Flexural impact strength was analyzed with statistic analyses method; based on ASTM and JSCE method, an improved flexural toughness evaluating method suitable for concrete with synthetic macro-fiber was proposed herein. The experimental results showed that when the total fiber volume fractions ($V_f^a$) were kept as a constant ($V_f^a=1.5%$), compared with single type of steel or HPP fibers, hybrid fibers can significantly improve the toughness, flexural impact life and fracture properties of concrete. Relative residual strength RSI', impact ductile index ${\lambda}$ and fracture energy $G_F$ of concrete combined with hybrid fibers were respectively 66-80%, 5-12 and 121-137 N/m, which indicated that the synergistic effects (or combined effects) between steel fiber and synthetic macro-fiber were good.