• Title/Summary/Keyword: Distribution Information

Search Result 11,984, Processing Time 0.042 seconds

The Rao-Robson Chi-Squared Test for Multivariate Structure

  • Park, Cheol-Yong
    • Journal of the Korean Data and Information Science Society
    • /
    • v.14 no.4
    • /
    • pp.1013-1021
    • /
    • 2003
  • Huffer and Park (2002) proposed a chi-squared test for multivariate structure. Their test detects the deviation of data from mutual independence or multivariate normality. We will compute the Rao-Robson chi-squared version of the test, which is easy to apply in practice since it has a limiting chi-squared distribution. We will provide a self-contained argument that it has a limiting chi-squared distribution. We study the accuracy in finite samples of the limiting distribution. We finally compare the power of our test with those of other popular normality tests in an application to a real data.

  • PDF

Estimation of VaR in Stock Return Using Change Point

  • Lee, Seung-S.;Jo, Ju-H.;Chung, Sung-S.
    • Journal of the Korean Data and Information Science Society
    • /
    • v.18 no.2
    • /
    • pp.289-300
    • /
    • 2007
  • The stock return is changed by factors of inside and outside or is changed by factor of market system. But most studies have not considered the changes of stock return distribution when estimate the VaR. Such study may lead us to wrong conclusion. In this paper we calculate the VaR of price-to-earnings ratios by the distribution that have considered the change point and used transformation to satisfy normal distribution.

  • PDF

Three level constant stress accelerated life tests for Weibull distribution

  • Moon, Gyoung Ae
    • Journal of the Korean Data and Information Science Society
    • /
    • v.26 no.1
    • /
    • pp.281-288
    • /
    • 2015
  • In this paper, the maximum likelihood estimators and confidence intervals for parameters of Weibull distribution are derived under three level constant stress accelerated life tests and the assumption that a log quadratic relationship exits between stress and the scale parameter ${\theta}$. The compound linear plan proposed by Kim (2006) is used to allocate the test units at each stress level, which performed nearly as good as the optimum quadratic plan and had the advantage of simplicity. Some simulation studies are given.

Bayesian Testing for the Shape Parameter of Gamma Distribution : An Encompassing Approach

  • Moon, Gyoung-Ae
    • Journal of the Korean Data and Information Science Society
    • /
    • v.16 no.4
    • /
    • pp.861-870
    • /
    • 2005
  • The Bayesian model selection procedures for the shape parameter of gamma distribution are proposed in order to test that the failure rate of gamma distribution is constant, increasing or decreasing. The encompassing intrinsic Bayes factor by Beger and Pericchi (1996) based on Jeffreys prior for shape parameter is used to investigate the usefulness of the proposed Bayesian model selection procedures via both real data and pseudo data.

  • PDF

Optimal M-level Constant Stress Design with K-stress Variables for Weibull Distribution

  • Moon, Gyoung-Ae
    • Journal of the Korean Data and Information Science Society
    • /
    • v.15 no.4
    • /
    • pp.935-943
    • /
    • 2004
  • Most of the accelerated life tests deal with tests that use only one accelerating variable and no other explanatory variables. Frequently, however, there is a test to use more than one accelerating or other experimental variables, such as, for examples, a test of capacitors at higher than usual conditions of temperature and voltage, a test of circuit boards at higher than usual conditions of temperature, humidity and voltage. A accelerated life test is extended to M-level stress accelerated life test with k-stress variables. The optimal design for Weibull distribution is studied with k-stress variables.

  • PDF

A D-H type Public Key Distribution System using a Normal Basis in GF($2^m$) (GF($2^m$/)의 정규기저를 사용한 D-H 형 공용키이분배 시스템)

  • 이창순;문상재
    • Proceedings of the Korea Institutes of Information Security and Cryptology Conference
    • /
    • 1991.11a
    • /
    • pp.49-57
    • /
    • 1991
  • Several variants of the Diffie-Hellman public key distribution are examined, and a simple and relatively secure public key distribution protocol is introduced. Using a normal basis of GF(2$^{m}$ ), this protocol is implemented, and simulated in software. A program is developed, whereby a normal basis is effectively searched for fast multiplication in GF(2$^{m}$ ).

  • PDF

THE QUEUE LENGTH DISTRIBUTION OF PHASE TYPE

  • Lim, Jong-Seul;Ahn, Seong-Joon
    • Journal of applied mathematics & informatics
    • /
    • v.24 no.1_2
    • /
    • pp.505-511
    • /
    • 2007
  • In this paper, we examine the Markov chain $\{X_k,\;N_k;\;k=0,\;1,...$. We show that the marginal steady state distribution of Xk is discrete phase type. The implication of this result is that the queue length distribution of phase type for large number of examples where this Markov chain is applicable and shows a queueing application by matrix geometric methods.

Estimation of Weibull Scale Parameter Based on Multiply Type-II Censored Samples

  • Kang, Suk-Bok;Lee, Hwa-Jung;Han, Jun-Tae
    • Journal of the Korean Data and Information Science Society
    • /
    • v.15 no.3
    • /
    • pp.593-603
    • /
    • 2004
  • We consider the problem of estimating the scale parameter of the Weibull distribution based on multiply Type-II censored samples. We propose two estimators by using the approximate maximum likelihood estimation method for Weibull and extreme value distributions. The proposed estimators are compared in the sense of the mean squared error.

  • PDF

A Study on Optimization of Distribution of Flow and Pressure using Primal Method (Primal법을 이용한 압력배분의 최적화에 관한 연구)

  • 이복윤
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.10 no.2
    • /
    • pp.61-68
    • /
    • 1985
  • This paper presents an optimization of distribution for flow & pressure using Primal method derived from network flow theory. The object of the distribution control in this study is press regulation and minimum cost flow. The flow and pressure equations are solved using Primal method.

  • PDF