• Title/Summary/Keyword: order statistic

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Performance Analysis of Order Statistics Patchwork (Order Statistics를 적용한 Patchwork의 성능 개선 분석)

  • 국효정;김용철
    • Proceedings of the IEEK Conference
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    • 2003.11b
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    • pp.163-166
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    • 2003
  • In conventional patchwork, the difference of the mean values of two groups is compared for watermark detection. We propose two modified patchwork schemes based on order statistics, which achieves significant improvements over conventional patchwork. First, we propose that the mean comparison is replaced by the median comparison, to get PSNR improvement due to informed watermarking. Second, we propose a majority voting scheme of a sequential comparison of pixel pairs in a sorted order, which produces significantly lower BER. The performance improvements are mathematically analyzed and tested. In experimental results, PSNR is about 5㏈~10㏈ higher in the first method and BER is about 1/5~l/2 times lower in the second method than conventional patchwork.

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Bayesian Prediction Inferences for the Burr Model Under the Random Censoring (랜덤중단(中斷)된 Burr모형(模型)에서 베이지안 예측추론(豫測推論))

  • Sohn, Joong-K.;Ko, Jeong-Hwan
    • Journal of the Korean Data and Information Science Society
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    • v.4
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    • pp.109-120
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    • 1993
  • Using a noninformative prior and a gamma prior, the Bayesian predictive density and the prediction intervals for a future observation or the p-th order statistic of n' future observations from the Burr distribution have been obtained. In additions, we examine the sensitivities of the results to the choice of model.

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Rejecting Outliers by Maximum Modified Normed Residual

  • Kim, Soon Kwi
    • Journal of Korean Society for Quality Management
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    • v.13 no.2
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    • pp.56-60
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    • 1985
  • One may be particularly interested in identifying which are the genuinely exceptional observations, in order to create a new insight into the phenomena under study. To detect outliers, many statistics have been proposed such as the maximum normed residual (MNR), a statistic equivalent to the maximum normed residual C. Daniel proposed, studentized residual, standardized residual, and so on. This paper gives a procedure for calculating critical values of the maximum modified normed residual and the distribution of the modified normed residual.

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A Study on Characteristic of Probabilistic Distribution of Fatigue Fracture Toughness in SM20C steel (SM20C 강의 피로파괴인성치의 확률분포 특성에 관한 연구)

  • 오환교
    • Journal of the Korean Society of Safety
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    • v.12 no.3
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    • pp.3-9
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    • 1997
  • The strength of material is scattered owing to the inhomogenity of microstructure, in spite of the same material. Therefore, in order to design the mechanical structure with the reliability engineering, it is important to grasp the statistic nature of material strength. In this paper, effects of grain sizes for the statistical nature of the fatigue crack growth was discussed. And the statistical of mechanical properties was compared with statistical nature of the fatigue crack growth rate.

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Confidence Intervals for Distribution Function

  • Choi, J.R.;Kang, M.K.;Chu, I.S.
    • Communications for Statistical Applications and Methods
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    • v.4 no.1
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    • pp.311-315
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    • 1997
  • In this note we consider confidence interval based on Kolmogorov-Smirnov statistic. In order to obtain confidence interval we need percentage points of the statistics. Bootstrap method is examined whether it is useful to determine the points. It is concluded that the method is useful for observations with many ties, whereas it gives less conserbative points for continuous distributions.

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A Study on New Protype Generation of Korean-style Tractors (한국형 트랙터 개발을 위한 신조형 창출에 대한 연구)

  • 홍정표;양종열
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 1998.04a
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    • pp.30-37
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    • 1998
  • The purpose of this study is to develop the Korean-style tractors for agriculture with international competative advantage meeting consumer needs. In order to perform this program, we induce the suitable design procisses through provide customer-oriented product design processes with academic and practitional guides from an objective design development systim by using appropriate sampling and statistic methods.

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A Statistical Study on the Quality Control of Environment-friendly Agricultural Products in School Meal (학교급식의 친환경 농산물 품질관리에 관한 통계적 연구)

  • Yim, Dong-Bin
    • Journal of Integrative Natural Science
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    • v.4 no.2
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    • pp.137-142
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    • 2011
  • This study was performed in order to examine the statistical quality control of environmentally-friendly agricultural products(EF AP) and they using school meal service whether to be influences to EF AP recognition of it's parents. As a results of above research, we can make a conclusion the elementary and middle school meal service using the EF AP leads to the recognition change to parents affirmatively in Jeollanam-do.

Application of Bootstrap Method for Change Point Test based on Kernel Density Estimator

  • Kim, Dae-Hak
    • Journal of the Korean Data and Information Science Society
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    • v.15 no.1
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    • pp.107-117
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    • 2004
  • Change point testing problem is considered. Kernel density estimators are used for constructing proposed change point test statistics. The proposed method can be used to the hypothesis testing of not only parameter change but also distributional change. Bootstrap method is applied to get the sampling distribution of proposed test statistic. Small sample Monte Carlo Simulation were also conducted in order to show the performance of proposed method.

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THE MINIMUM VARIANCE UNBIASED ESTIMATION OF SYSTEM RELIABILITY

  • Park, C.J.;Kim, Jae-Joo
    • Journal of Korean Institute of Industrial Engineers
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    • v.4 no.1
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    • pp.29-32
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    • 1978
  • We obtain the minimum variance unbiased estimate of system reliability when a system consists of n components whose life times are assumed to be independent and identically distributed either negative exponential or geometric random variables. For the case of a negative exponential life time, we obtain the minimum variance unbiased estimate of the probability density function of the i-th order statistic.

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Model Checking for Time-Series Count Data

  • Lee, Sung-Im
    • Communications for Statistical Applications and Methods
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    • v.12 no.2
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    • pp.359-364
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    • 2005
  • This paper considers a specification test of conditional Poisson regression model for time series count data. Although conditional models for count data have received attention and proposed in several ways, few studies focused on checking its adequacy. Motivated by the test of martingale difference assumption, a specification test via Ljung-Box statistic is proposed in the conditional model of the time series count data. In order to illustrate the performance of Ljung- Box test, simulation results will be provided.