• 제목/요약/키워드: true density

검색결과 164건 처리시간 0.024초

The Bandwidth from the Density Power Divergence

  • Pak, Ro Jin
    • Communications for Statistical Applications and Methods
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    • 제21권5호
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    • pp.435-444
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    • 2014
  • The most widely used optimal bandwidth is known to minimize the mean integrated squared error(MISE) of a kernel density estimator from a true density. In this article proposes, we propose a bandwidth which asymptotically minimizes the mean integrated density power divergence(MIDPD) between a true density and a corresponding kernel density estimator. An approximated form of the mean integrated density power divergence is derived and a bandwidth is obtained as a product of minimization based on the approximated form. The resulting bandwidth resembles the optimal bandwidth by Parzen (1962), but it reflects the nature of a model density more than the existing optimal bandwidths. We have one more choice of an optimal bandwidth with a firm theoretical background; in addition, an empirical study we show that the bandwidth from the mean integrated density power divergence can produce a density estimator fitting a sample better than the bandwidth from the mean integrated squared error.

워드이미지로부터 영문인식을 위한 트루타입 특성 추출 (Deriving TrueType Features for Letter Recognition in Word Images)

  • SeongAh CHIN
    • 한국시뮬레이션학회논문지
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    • 제11권3호
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    • pp.35-48
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    • 2002
  • In the work presented here, we describe a method to extract TrueType features for supporting letter recognition. Even if variously existing document processing techniques have been challenged, almost few methods are capable of recognize a letter associated with its TrueType features supporting OCR free, which boost up fast processing time for image text retrieval. By reviewing the mechanism generating digital fonts and birth of TrueType, we realize that each TrueType is drawn by its contour of the glyph table. Hence, we are capable of deriving the segment with density for a letter with a specific TrueType, defined by the number of occurrence over a segment width. A certain number of occurrence appears frequently often due to the fixed segment width. We utilize letter recognition by comparing TrueType feature library of a letter with that from input word images. Experiments have been carried out to justify robustness of the proposed method showing acceptable results.

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곡물(糓物)의 물리적(物理的) 특성(特性)에 관(關)한 연구(硏究) (Physical Properties of Grain)

  • 김만수;고학균
    • Journal of Biosystems Engineering
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    • 제6권1호
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    • pp.73-82
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    • 1981
  • The physical properties of grain are very important for the design of handling, sorting, processing, and storage system. On the physical properties of grain, volume, bulk density, true density, specific gravity, and porosity arc the major factors affecting the thermal properties of grain. This study was conducted to determine experimentally the above physical properties of rough rice (3 Japonica-type, 3 Indica-type) and barley (covered, naked) as a function of moisture content ranged from about 10% to 25% (w.b). The results of this study are summarized as follows; 1. The volume of grain kernel increased with moisture content for both rice and barley. The volume of those grain kernel was in the range of $2.2068{\times}10^{-8}{\sim}3.3960{\times}10^{-8}m^3$ at the moisture content of 14%. 2. The bulk density of rice increased linearly with moisture content for Japonica-type rough rice and quadratically for Indica-type rough rice, but the bulk density of barley decreased linearly with moisture content. The bulk density of the grain was in the range of 501.14~689.13kg/$m^3$ at the moisture content of 14%. 3. The true density of whole grain decreased linearly with moisture content, and was in the range of 1019.49~1139.75kg/$m^3$ at the moisture content of 14%. 4. The porosity of rice decreased linearly with moisture content for Japonica-type rough rice and quadratically for Indica-type rough rice, but the porosity of barley increased linearly with moisture content. The porosity of the grain was in the range of 39.51~50.83% at the moisture content of 14%. 5. The regression equations of the physical properties such as volume, bulk density, true density, and porosity of the grain were determined as a function of moisture content.

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Consistency of the Periodogram When the Long-Run Variance is Degenerate

  • Lee, Jin
    • Communications for Statistical Applications and Methods
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    • 제19권2호
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    • pp.287-292
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    • 2012
  • Sample periodogram is widely known as an inconsistent estimator for true spectral density. We show that it becomes consistent when the true spectrum at the zero frequency (often known as long-run variance) equals zero. Asymptotic results for consistency of the periodogram as well as the rate of convergence are formally derived.

Plastic Deformation Behavior of Sintered Fe-Based Alloys for Light-Weight Automotive Components

  • Kang, Yohan;Yoon, Suchul;Kim, Minwook;Lee, Seok-Jae
    • Applied Science and Convergence Technology
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    • 제23권3호
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    • pp.151-159
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    • 2014
  • We investigated the effects of the chemical composition and the relative density on the plastic deformation behavior of sintered Fe-based alloys by means of compressive tests. Overall compressive stresses increased as the amount of alloying elements and the relative density were respectively increased. Addition of alloying elements except for Mo increased the yield stress regardless of the relative density. The relationship between the effects of the chemical composition and the relative density and the mean rate of the stress increase was analyzed. A constitutive equation based on the Ludwik equation with the regressed parameters was proposed to predict the compressive true stress-true strain curves of the sintered Fe-based alloys. The K and n values used in the proposed equation were regressed as a function of the alloying elements and the relative density based on the individual K and n values. The plastic deformation behavior predicted using the proposed constitutive equation showed reliable accuracy compared with experimental data.

$\beta$ - 분포를 갖는 센서의 방향각 오차로 인한 거리 오차의 통계적 분석 (Statistical Analysis of Ranging Errors by using $\beta$-Density Angular Errors due to Heading Uncertainty)

  • 김종성
    • 한국음향학회:학술대회논문집
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    • 한국음향학회 1984년도 추계학술발표회 논문집
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    • pp.100-106
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    • 1984
  • Traditional methods for estimating the location of underwater target, i.e. the triangulation method and the wavefront curvature method, have been utilized. The location of a target is defined by the range and the bearing, which estimates can be obtained by evaluating the time delay between neighboring sensors. Many components of error occur in estimating the target range, among which the error due to the fluctuation of heading angle is outstanding. In this paper, the wavefront curvature method was used. We considered the error due to the heading fluctuation as the $\beta$-density process, from which we analized the range estimates with $\beta$-density function exist in some finite limits, and its mean value and variation are depicted as a function of true range and heading fluctuation. Given heading angles and sensor separation, maximum estimated heading errors are presented as a function of true range.

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다공성 제올라이트의 특성을 이용한 기공율 추정 연구 (Porosity Estimation Using the Characteristics of Porous Zeolite)

  • 김혜지;이연숙;차진선
    • 청정기술
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    • 제29권4호
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    • pp.249-254
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    • 2023
  • 본 연구에서는 제올라이트의 물리적 특성으로부터 기공율을 추정하는 연구를 수행하였다. 입자상 물질의 기공율 직접 측정의 어려움으로 본 연구에서는 여러 문헌에서 제시된 계산식에 제올라이트의 물리적 특성 측정값을 적용하여 기공율을 계산하였다. 이를 위해 제올라이트 3종-zeolite beta, zeolite Y, ZSM-5-에 대해 각각의 평균입자 크기 및 particle size distribution, 비표면적 및 기공특성을 측정하였으며, 가스와 액상을 이용한 진밀도, tap과 untapped를 적용한 겉보기 밀도를 측정하였다. 측정결과로부터 기공율을 계산하여 결과를 비교하고 기공율을 결정하는 주요 인자에 대해 평가하였다.

Pairing symmetry analyzed by a peak shape of density of states in an Bi2Sr2CaCu2O8+x superconductor

  • Kim, Hyun-Tak;Kang, Kwang-Yong
    • 한국초전도저온공학회:학술대회논문집
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    • 한국초전도저온공학회 2003년도 추계학술대회 논문집
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    • pp.30-34
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    • 2003
  • For an inhomogeneous superconductor, we reveal a relation of an observed superconducting gap, $\Delta$$_{obs}$ and the intrinsic true gap, $\Delta$$_{i}$, $\Delta$$_{obs}$(equation omitted) where band filling, 0<$\rho$<$\leq$1. $\Delta$$_{obs}$ is the effect of measurement when 0<$\rho$<1. The true gap is observed only when $\rho$=1. Parring symmetry analyzed by a coherence-peak shape of density of states, observed in B $i_2$S $r_2$CaC $u_2$ $O_{8}$$\chi$ superconductors, is s- wave.X> $O_{8}$$\chi$ superconductors, is s- wave. wave.

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ON THE DENOMINATORS OF 𝜀-HARMONIC NUMBERS

  • Wu, Bing-Ling;Yan, Xiao-Hui
    • 대한수학회보
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    • 제57권6호
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    • pp.1383-1392
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    • 2020
  • Let Hn be the n-th harmonic number and let νn be its denominator. Shiu proved that there are infinitely many positive integers n with νn = νn+1. Recently, Wu and Chen proved that the set of positive integers n with νn = νn+1 has density one. They also proved that the same result is true for the denominators of alternating harmonic numbers. In this paper, we prove that the result is true for the denominators of 𝜀-harmonic numbers, where 𝜀 = {𝜀i}i=1 is a pure recurring sequence with 𝜀i ∈ {-1, 1}.

혼합분포에서 최적분류점 (Optimal Thresholds from Mixture Distributions)

  • 홍종선;주재선;최진수
    • 응용통계연구
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    • 제23권1호
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    • pp.13-28
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    • 2010
  • 혼합분포를 가정한 신용평가연구에서 부도차주를 정상으로 예측하거나 정상차주를 부도로 예측하는 오류를 최소화하는 분류점을 추정하는 방법을 토론한다. 확률변수 스코어와 정상과 부도상태의 모수공간으로 정의된 확률밀도함수들에 대하여 강력검정과 일반화가능도비검정을 이용하여 최적분류점의 추정방법을 제안하고, ROC와 CAP 곡선에서 분류정확도를 측정하는 정확도(accuarcy)와 진실율(true rate)을 이용하여 이 측도를 최대로 하는 최적분류점을 확률밀도함수의 관계식으로 추정하는 방법을 제안한다. 다양한 정규분포에서 가설검정, 정확도 그러고 진실율을 이용하는 세가지 방법의 최적분류점을 구하고 각최적분류점에 대응하는 제 I 종과 제 II 종 오류합의 크기를 비교하여 효율성을 토론한다.