• 제목/요약/키워드: statistical properties

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Effects of Changing Weighing Factor in a Two Stage Shrinkage Testimator for the Mean of an Exponential Distributions

  • Myung-Sang Moon
    • Communications for Statistical Applications and Methods
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    • 제5권3호
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    • pp.895-904
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    • 1998
  • Two stage shrinkage testimator is a kind of adaptive estimators based on a test on an initial estimate of parameter. Since weighing factor plays an important roll in assessing the properties of testimator, its choice is extremely crucial in two stage testimation. Adke, Waikar and Schuurmann(1987) proposed a testimator for the mean of an exponential distribution defined with their own weighing factor. Two alternative testimators obtained using changed weighing factors are presented, and their Mean squared error(MSE) formulae are provided in this paper. Their properties are compared with those of existing one by means of MSE.

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CHARACTERIZATION OF SOME CONTINUOUS DISTRIBUTIONS BY PROPERTIES OF PARTIAL MOMENTS

  • Abraham, B.;Nair, N. Unnikrishnan;Sankaran, P.G.
    • Journal of the Korean Statistical Society
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    • 제36권3호
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    • pp.357-365
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    • 2007
  • In this paper we present characterizations of the Pareto, Lomax, exponential and beta models by some properties of their $r^{th}$ partial moment defined as ${\alpha}_r(t)=E[(X-t)^+]^r$, where $(X-t)^+ = max(X-t,0)$. Given the partial moments at a few truncation points, these results enable us to calculate the moments at many other points.

Asymptotic Properties of LAD Esimators of a Nonlinear Time Series Regression Model

  • Kim, Tae-Soo;Kim, Hae-Kyung;Park, Seung-Hoe
    • Journal of the Korean Statistical Society
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    • 제29권2호
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    • pp.187-199
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    • 2000
  • In this paper, we deal with the asymptotic properties of the least absolute deviation estimators in the nonlinear time series regression model. For the sinusodial model which frequently appears in a time series analysis, we study the strong consistency and asymptotic normality of least absolute deviation estimators. And using the derived limiting distributions we show that the least absolute deviation estimators is more efficient than the least squared estimators when the error distribution of the model has heavy tails.

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Properties of the Poisson-power Function Distribution

  • Kim, Joo-Hwan
    • Communications for Statistical Applications and Methods
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    • 제2권2호
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    • pp.166-175
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    • 1995
  • When a neutral particle beam(NPB) aimed at the object and receive a small number of neutron signals at the detector without any errors, it obeys Poisson law. Under the two assumptions that neutral particle scattering distribution and aiming errors have a circular Gaussian distributions that neutral particle scattering distribution and aiming errors have a circular Gaussian distribution respectively, an exact probability distribution of neutral particles vecomes a Poisson-power function distribution. We study and prove some properties, such as limiting distribution, unimodality, stochastical ordering, computational recursion fornula, of this distribution. We also prove monotone likelihood ratio(MLR) property of this distribution. Its MLR property can be used to find a criteria for the hypothesis testing problem.

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Control and aggregation (II)

  • Han, Sung-Shin
    • Journal of the Korean Statistical Society
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    • 제9권1호
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    • pp.39-60
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    • 1980
  • In the last paper, we have discussed the cannonical representatin of a dynamic linear model, on which some aggregation schemes were devised. The relationships of those aggregation schemes with dynamic properties were investigated. This paper tries to analyse she control strategy for the aggregated linear dynamic model and to investigate the dynamic properties of disaggregative model controlled by aggregated model. For the logical consistency with the last paper, all the sections and all the equations are numbered in a sequence.

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Statistical Analysis in the Effect of Drafting Conditions on the Physical Properties of Rovings

  • Du Young Cho;Cha
    • 한국섬유공학회:학술대회논문집
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    • 한국섬유공학회 1987년도 학술발표초록집
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    • pp.34-34
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    • 1987
  • Investigation has been carried out on the physical properties of several cotton rovings in various drafting conditions, such as twist, draft ratio and roller gauge. Drafting force and tensile strength were measured and analyzed by the statistical method like 3 factorial design. The correlations between drafting force and tensile strength were also examined. It was known that all factors effected on the drafting force and tensile strength of rovings. But the linear and quadratic effect of factors were found different results.

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Szász-Kantorovich Type Operators Based on Charlier Polynomials

  • Kajla, Arun;Agrawal, Purshottam Narain
    • Kyungpook Mathematical Journal
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    • 제56권3호
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    • pp.877-897
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    • 2016
  • In the present article, we study some approximation properties of the Kantorovich type generalization of $Sz{\acute{a}}sz$ type operators involving Charlier polynomials introduced by S. Varma and F. Taşdelen (Math. Comput. Modelling, 56 (5-6) (2012) 108-112). First, we establish approximation in a Lipschitz type space, weighted approximation theorems and A-statistical convergence properties for these operators. Then, we obtain the rate of approximation of functions having derivatives of bounded variation.

포항해역에서의 파랑의 통계적 특성에 대한 연구 (A Study of Statistical Properties of Waves in the Sea Area of Pohang)

  • 안용호;김도영
    • 한국해양공학회:학술대회논문집
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    • 한국해양공학회 2001년도 춘계학술대회 논문집
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    • pp.216-221
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    • 2001
  • In this paper, statistical properties of waves in the sea area of Pohang, Korea are examined absed on 1998-1999's wave data from directional wave buoy which is located Pohang(Janggigog). Wave data aquisition rate, monthly maximium, minimum and mean wave heights, frequency of wave direction are summarized. Wave height and period scatter diagrams and n-year return period wave heights are estimated. Wave periods of maximum wave heights are also estimated.

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Asymptotic Properties of Nonlinear Least Absolute Deviation Estimators

  • Kim, Hae-Kyung;Park, Seung-Hoe
    • Journal of the Korean Statistical Society
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    • 제24권1호
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    • pp.127-139
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    • 1995
  • This paper is concerned with the asymptotic properties of the least absolute deviation estimators for nonlinear regression models. The simple and practical sufficient conditions for the strong consistency and the asymptotic normality of the least absolute deviation estimators are given. It is confirmed that the extension of these properties to wide class of regression functions can be established by imposing some condition on the input values. A confidence region based on the least absolute deviation estimators is proposed and some desirable asymptotic properties including the asymptotic relative efficiency also discussed for various error distributions. Some examples are given to illustrate the application of main results.

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동적 RCS의 주기성과 통계적 특성을 이용한 기두부와 단 분리 시 조각들의 구분 (Classification of the Front Body of a Missile and Debris in Boosting Part Separation Phase Using Periodic and Statistical Properties of Dynamic RCS)

  • 최영재;최인식;신진우;정명수
    • 한국전자파학회논문지
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    • 제29권7호
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    • pp.540-549
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    • 2018
  • 초고속 고기동 미사일의 요격에 있어서 기두부와 단 분리 시 조각들을 식별하는 것은 중요한 문제이다. 기두부는 비행 안정성을 위하여 세차운동을 하며, 단 분리 시 조각들은 텀블링 운동을 한다. 기두부와 단 분리 시 조각들의 주기적인 미세거동에 의하여 이들의 동적 RCS에서는 주기성과 통계적 특성이 나타난다. 본 논문에서는 기두부와 단 분리 시 조각들의 동적 RCS에서 나타나는 주기성과 통계적 특성을 이용하여 기두부와 단 분리 시의 조각들을 분류하는 방법을 제안하였다. 동적 RCS가 가지고 있는 주기성과 통계적 특성으로부터 세 종류의 특성벡터를 추출하고, SVM(support vector machine)을 사용하여 분류하였다.