• Title/Summary/Keyword: Resampling

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Bootstrapping of Hanwoo Chromosome17 Based on BMS1167 Microsatellite Locus

  • Lee, Jea-Young;Lee, Yong-Won;Yeo, Jung-Sou
    • Journal of the Korean Data and Information Science Society
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    • v.18 no.1
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    • pp.175-184
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    • 2007
  • LOD scores and a permutation test for detecting and locating quantitative trait loci (QTL) from the Hanwoo economic trait have been described and we selected a considerable major BMS1167 locus for further analysis. K-means clustering analysis, for the major DNA marker mining of BMS1167 microsatellite loci in Hanwoo chromosome17, has been tried and three cluster groups divide four traits. The three cluster groups are classified according to eight DNA marker bps. Finally, we employed the bootstrap test method to calculate confidence intervals using the resampling method to find major DNA markers. We conclude that the major marker of BMS1167 locus in Hanwoo chromosome17 is only DNA marker 100bp.

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Uncertainty Analysis for Parameter Estimation of Probability Distribution in Rainfall Frequency Analysis Using Bootstrap (강우빈도해석에서 Bootstrap을 이용한 확률분포의 매개변수 추정에 대한 불확실성 해석)

  • Seo, Young-Min;Park, Ki-Bum
    • Journal of Environmental Science International
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    • v.20 no.3
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    • pp.321-327
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    • 2011
  • Bootstrap methods is the computer-based resampling method that estimates the standard errors and confidence intervals of summary statistics using the plug-in principle for assessing the accuracy or uncertainty of statistical estimates, and the BCa method among the Bootstrap methods is known much superior to other Bootstrap methods in respect of the standards of statistical validation. Therefore this study suggests the method of the representation and treatment of uncertainty in flood risk assessment and water resources planning from the construction and application of rainfall frequency analysis model considersing the uncertainty based on the nonparametric BCa method among the Bootstrap methods for the assessement of the estimation of probability rainfall and the effect of uncertainty considering the uncertainty of the parameter estimation of probability in the rainfall frequency analysis that is the most fundamental in flood risk assessement and water resources planning.

Environmental Dependence of Luminosity-Size Relation of Local Galaxies

  • Ann, Hong Bae
    • Journal of the Korean earth science society
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    • v.38 no.5
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    • pp.333-344
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    • 2017
  • We present the environmental dependence of the luminosity-size relation of galaxies in the local universe (z < 0.01) along with their dependence on galaxy morphology represented by five broad types (E, dEs, S0, Sp, and Irr). The environmental parameters we consider are the local background density and the group/cluster membership together with the clustercenteric distance for the Virgo cluster galaxies. We derive the regression coefficient (${\beta}$), i.e., the slope of the line representing the least-squares fitting to the data and the Pearson correlation coefficient (c.c.) representing the goodness of the least-squares fit along with the confidence interval from bootstrap resampling. We find no significant dependence of the luminosity-size relation on galaxy morphology. However, there is a weak dependence of the luminosity-size relations on the environment of galaxies, in the sense that galaxies in the low density environment have shallower slopes than galaxies in the high density regions except for elliptical galaxies that show an opposite trend.

New Criteria for the Consistency in Reasonable Pairwise Comparison Matrices (합리적 쌍대비교행렬에서 일관성에 대한 새로운 기준)

  • Kim, Jae-Bum;Cho, Yong-Gon;Kim, Yun-Bae;Cho, Keun-Tae
    • Journal of Korean Institute of Industrial Engineers
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    • v.36 no.1
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    • pp.1-6
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    • 2010
  • The Analytic Hierarchy Process (AHP) has been applied widely in various decision making fields. One of advantages of the AHP is the consistency test. However, it has several problems such as the limit of its concept, the limit of 9 scales and stern criteria, contradictory pairwise comparison. In this paper, we propose new criteria for the consistency with more realistic and ideal conditions. To derive the criteria, we conduct the simulation and use the bootstrap method, which is one of resampling techniques in the simulation area.

A Proposal for Processor for Improved Utilization of High resolution Satellite Images

  • Choi, Kyeong-Hwan;Kim, Sung-Jae;Jo, Yun-Won;Jo, Myung-Hee
    • Proceedings of the KSRS Conference
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    • 2007.10a
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    • pp.211-214
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    • 2007
  • With the recent development of spatial information technology, the relative importance of satellite image contents has increased to about 62%, the techniques related to satellite images have improved, and their demand is gradually increasing. Accordingly, a standard processing method for the whole process of collection from satellites to distribution of satellite images is required in many countries for efficient distribution of images and improvement of their utilization. This study presents the processor standardization technique for the preprocessing of satellite images including geometric correction, orthorectification, color adjustment, interpolation for DEM (Digital Elevation Model) production, rearrangement, and image data management, which will standardize the subjective, complex process and improve their utilization by making it easy for general users to use them

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Tests of equality of several variances with the likelihood ratio principle

  • Park, Hyo-Il
    • Communications for Statistical Applications and Methods
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    • v.25 no.4
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    • pp.329-339
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    • 2018
  • In this study, we propose tests for equality of several variances with the normality assumption. First of all, we propose the likelihood ratio test by applying the permutation principle. Then by using the p-values for the pairwise tests between variances and combination functions, we propose combination tests. We apply the permutation principle to obtain the overall p-values. Also we review the well- known test statistics for the completion of our discussion and modify a statistic with the p-values. Then we illustrate proposed tests by numerical and simulated data and compare their efficiency with the reviewed ones through a simulation study by obtaining empirical p-values. Finally, we discuss some interesting features related to the resampling methods and tests for equality among several variances.

Utilization of Satellite Imagery for Telematics (위성영상정보의 텔레매틱스 활용 방안)

  • 손홍규;이중근;박정환;최종현
    • Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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    • 2004.11a
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    • pp.399-404
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    • 2004
  • Recently GPS has been playing an increasingly important role in geodesy and positioning, for example, car navigation system, surveying, ITS(intelligent transport systems), LBS(Location Based Service) and so on. For telematics application, reception conditions of GPS signal are important. In some situation, such as in areas between buildings, metropolitan areas or areas with large skyscraper complexes, there are situations whereby the satellite signal is seriously restricted by various obstacles. Before the signal arrives at the receiver, it may be blocked, reflected, delayed, attenuated or scattered by terrestrial obstacles such as buildings. In this paper, we present satellite imagery data for telematics application. Therefore, for propriety of this studies, we made a GPS satellite visibility experiments in Bun-Dang on same time. This paper describes an approach to calculate building level using 0.6m, 1m, 6.6m resampling aerial polo imagery in stead of the satellite imagery and make a comparative study of accuracy. This paper tests the simulation of GPS signal using the building level.

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$L_2$-Norm Based Optimal Nonuniform Resampling (유클리드norm에 기반한 최적 비정규 리사이징 알고리즘)

  • 엄지윤;이학무;강문기
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2002.11a
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    • pp.71-76
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    • 2002
  • 보간법은 기본적으로 원래의 영상을 연속적인 함수 모형으로 나타내고 이 함수로부터 다시 샘플링을 하여 원하는 영상을 얻는 방식으로 접근한다. 본 논문에서는 다른 연속 함수모델보다 진동이 적고 필터 계수가 적은 B-spline 함수를 사용한다. 된 논문의 최적 보간 방법은 원래의 신호와 얻고자 하는 신호를 각각 spline함수로 나타내고, 이 둘의 차이가 가장 작은 것을 선택하는 것이다. 그러기 위해서는 여러 개의 spline계수 중에서 원래 신호와의 L$_2$-norm이 가장 작은 것을 선택해야 한다 이러한 최적 보간법을 일반화하기 위해서 spline 함수로 표현된 신호를 다시 샘플링 하여 신호를 얻고, 그 신호를 공간에 따라 변화하는 spline함수의 합으로 나타낸다. 그리고 이렇게 나타낸 함수들 중에서 원래의 함수와 가장 가까운 것을 선택하도록 함으로써 일반화될 수 있다. 이러한 최적화 된 비정규점 리사이징 알고리즘은 다른 알고리즘에 비해서 더 적은 오차를 나타냄을 확인할 수 있다.

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A Study on the GCP Disposition of KOMPSAT-1

  • Seo, Dong-Ju;Jang, Ho-Sik;Lee, Jong-Chool
    • Korean Journal of Geomatics
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    • v.1 no.1
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    • pp.27-33
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    • 2001
  • There are invisible wars going on to preoccupy required satellite information for national defense, industry and living in the out space. Therefore, Korea has developed and successfully launched KOMPSAT (Korea Multi-Purpose SATellite), Korea's first multi-pur pose applications satellite, on December 21, 1999. In the course of geometric corrections with KOMPSAT-1 images, an accuracy of GCP collections is analyzed by the coordinated of digital map respective and an accuracy according to the GCP disposition was analyzed as well. For disposition of GCP, it turned out that even distribution on the whole screen contributes to promote accuracy. These are expected to used as basic data in putting the KOMPSAT-1 geometric correction into practical use.

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The Alternative Interpolation Method via Intra Prediction for Distinct DMB Pictures in Variable Resolution (다양한 해상도에서 선명한 DMB 영상을 위한 인트라 정보에 따른 선택적 보간 방법)

  • Kwon, Yong-Kwang;Lee, Yoon-Soo
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2010.07a
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    • pp.161-163
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    • 2010
  • 한국의 DMB 서비스는 이미 대중화되어 많은 이용자들이 편리하게 이용하고 있으나, 송출되는 DMB 컨텐츠의 해상도에 비해 현재 대부분의 디스플레이 장치들은 더 높은 해상도를 지원하고 있으며 따라서 다양한 방법의 영상 재표본화 기술을 채용하고 있다. 특히 휴대용 장비의 경우 연산량 문제로 저품질의 영상을 제공하게 되고 따라서 이용자들의 만족도가 떨어지게 되었다. 일반적으로 주관적인 영상의 품질은 영상 내 개체에 대한 인식률에 따라 결정되며 에지에서의 개체 간 구분이 명확할수록 증가한다. 본 연구에서는 H.264 동영상 부호화 방법에서 사용되는 인트라 예측 정보와 Total Coefficient 정보를 이용하여 에지 정보를 추출하고 이에 따라 선택적으로 보간법을 적용하여 최대한 연산량을 줄이면서 선명함을 유지할 수 있는 방법을 제안한다.

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