• Title/Summary/Keyword: Statistical assessment

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The Statistical Analysis of Operating Life Characteristic on Poler Transformers(I) (전력용 변압기 운전수명 특성의 통계적 분석(I))

  • Kang, Dong-Sik;Kim, Kwang-Hwa;Kweon, Dong-Jin;Kim, Moon-Duk
    • Proceedings of the KIEE Conference
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    • 1996.07c
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    • pp.1885-1887
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    • 1996
  • Power transformers are the most important facilities in the substation of electrical power, yet they do not have the efficient operating life characteristics which are the important elements of repairing and maintenance in regional conditions. This paper describes the statistical analysis of operating conditions and troubles on transformers for the operating life assessment using Statistical Analysis System programs, Hazard method and Weibull distributions. We analyze transformers in several methods, and compares correlation relationship of operating life and troubles. Therefore, this study will be the useful basic operating life prediction technique of power transformers in the future.

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Assessment of Bioequivalence with Dropout Subjects in 3$\times$3 and 3$\times$2 Crossover Design

  • Ko, seoung-gon;Oh, Hyun-Sook
    • Journal of the Korean Statistical Society
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    • v.29 no.2
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    • pp.219-229
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    • 2000
  • Oh et al.(1999) 3$\times$2 crossover design for assessing bioequivalence when two new generic drug formulations and innovator are simultaneously considered. This design is not only more efficient than 3$\times$3 one, proposed by Lee et al.(1998), in practical sense, but also more ethical in medical sense. However, the general statistical methods are not directly applicable to both designs when subjects are dropped out in the experiment, even though it is always possible in bioavailability and bioequivalence studies because of some administrative and economic reasons. In this research we propose an inference to drug effects when subjects are dropped out in the planed-for 3$\times$3 and 3$\times$2 crossover experiments. An example is given for illustration.

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A New Methodology for Software Reliability based on Statistical Modeling

  • Avinash S;Y.Srinivas;P.Annan naidu
    • International Journal of Computer Science & Network Security
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    • v.23 no.9
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    • pp.157-161
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    • 2023
  • Reliability is one of the computable quality features of the software. To assess the reliability the software reliability growth models(SRGMS) are used at different test times based on statistical learning models. In all situations, Tradational time-based SRGMS may not be enough, and such models cannot recognize errors in small and medium sized applications.Numerous traditional reliability measures are used to test software errors during application development and testing. In the software testing and maintenance phase, however, new errors are taken into consideration in real time in order to decide the reliability estimate. In this article, we suggest using the Weibull model as a computational approach to eradicate the problem of software reliability modeling. In the suggested model, a new distribution model is suggested to improve the reliability estimation method. We compute the model developed and stabilize its efficiency with other popular software reliability growth models from the research publication. Our assessment results show that the proposed Model is worthier to S-shaped Yamada, Generalized Poisson, NHPP.

Measuring Top Management Commitment in SMEs: A Self-Assessment Scale

  • Lewis, Winston G.;Pun, Kit F.;Lalla, Terrence R.M.
    • International Journal of Quality Innovation
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    • v.8 no.3
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    • pp.35-45
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    • 2007
  • This paper describes the development of a scale for measuring top management commitment towards continual quality performance improvement in small and medium-sized enterprises (SMEs). A set of self-assessment questions of the ISO 9004: 2000 Standard was used to assess the adoption status of quality management practices. This paper investigates the inter-item reliability and the content validity of the Quality Management Principles Scale (QMPS) in an integrated improvement process in SMEs. An empirical study was conducted to acquire senior management views on the use of the QMPS in manufacturing sectors in Trinidad and Tobago. Based on 328 responses from 110 SMEs, statistical software packages were used to analyse the empirical data and determine the reliability and validity of the QMPS. The paper contributes to develop a self-assessment scale that can be used to measure top management commitment. It is anticipated that the findings would provide practical insights for evaluating the levels of maturity on performance improvement in SMEs.

Assessment of Hand Function in Spastic and Athetoid Cerebral Palsied Children by Jebsen Hand Function Test (경련성과 무정위성 뇌성마비 아동의 Jebsen Hand Function Test에 의한 손기능 평가)

  • Lee, Cu-Rie;Lee, Mi-Ja
    • Journal of Korean Physical Therapy Science
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    • v.3 no.2
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    • pp.981-987
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    • 1996
  • Hand function evaluations are an important element of the assessment process in physical rehabilitation settings. The purpose of this study was to investigate hand function evaluation. Subjects consisted of 20 with spastic cerebral palsy(mean age = 9.8, SD = 1.6) and 20 with athetoid cerebral palsy(mean age = 9.6, SD = 2.3). Two groups of subjects were tested twice(pretest and posttest) by the JHFT to measure evaluations of hand function. These findings suggest that on four subtests - writing, card turning, large heavy objects and Stacking Checker-the spastic cerebral palsy perform significantly faster than athetoid cerebral palsy. But there were no significant differences between the pretest and posttest in spastic and athetoid cerebral palsy. To see the statistical differences in the experimental results was done using origin V. 3.0.

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A Development of Expert System for the Estimated Maximum Loss of Vapor Cloud Explosion (증기운 폭발시의 예상최대손실 산정을 위한 전문가 시스템 개발)

  • 김원철
    • Proceedings of the Korea Institute of Fire Science and Engineering Conference
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    • 1996.11a
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    • pp.37-42
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    • 1996
  • The assessment of catastrophic accidents such as BLEVE, vapor cloud explosion, and toxic material releases in the chemical process industries(CPI) shall be carried out according to the Requirement of PSM/SMS enforced by Korea Government Agencies, but reasonable models are not proposed for the practical application. The traditional models, TNT Equivalency Model, are well-known and helpful for the assessment of vapor cloud explosion. However, the estimated-damage-area using the traditional model has much more deviations comparing to the real damage caused by vapor cloud explosion suffered before. These are why an expert system for the assessment of vapor cloud explosion has been developed, which is based on theoretical, statistical and experimental data, and it would be helpful for CPI to evaluate the damage-area in case of vapor cloud explosion.

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A study on the risk assessment based on the semi-quantitative methodology (준 정량적 방법의 위험성 평가에 대한 연구)

  • Jung, Da-Woon;Oh, Sang-Min;Yoo, Deung-Ryeol;Seo, Jung-Wook;Kim, Du-Ill
    • Proceedings of the KSR Conference
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    • 2011.05a
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    • pp.1425-1432
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    • 2011
  • The various risk assessment methodologies have been introduced in the railway industries. The risk assessment suggested by CENELEC are described with two ways; quantitative and qualitative methods. However, in the industry application level, the quantitative method is hard to apply for a project because of somehow complicated or few statistical figures which was driven from the on-site and the qualitative method is too subject to have the confidence of its results fully. In this paper, the state-of-the-art methods which were suggested in Europe recently are introduced and compared to existing quantitative and qualitative methods. Furthermore, the application measures of railway projects are investigated.

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A Clinical Study of Lumbago patients on the Effect of Oriental Medicine treatment with $Dokhwalgisaeng-tang$($Duhuojisheng-tang$) $Gamibang$ (독활기생탕가미방(獨活寄生湯加味方)을 활용한 요통 및 요각통 환자 13례에 대한 임상적 고찰)

  • Park, Ok-Ju;Yim, Jung-Hoon
    • Journal of Acupuncture Research
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    • v.28 no.6
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    • pp.177-184
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    • 2011
  • Objectives : To evaluate the effectiveness of oriental complex therapy with $Dokhwalgisaeng-tang$($Duhuojisheng-tang$) $Gamibang$ on the lumbago patient. Methods : 13 lumbago patients were treated with $Dokhwalgisaeng-tang$($Duhuojisheng-tang$) $Gamibang$, acupunture, moxibustion, pharmacopuncture, cupping, oriental physical therapy and exercise for lumbago. ODI(Oswestry diability index), ROM(range of motion), pain self assessment were checked to evaluate the effectiveness of the treatment. Results : ODI, pain self assessment and ROM were all improved but there were no statistical significance except pain self assessment($p$<0.001). Coclusions : Oriental complex therapy with $Dokhwalgisaeng-tang$($Duhuojisheng-tang$) $Gamibang$ might improve low back pain.

Comparison of Monte Carlo Simulation and Fuzzy Math Computation for Validation of Summation in Quantitative Risk Assessment

  • Im, Myung-Nam;Lee, Seung-Ju
    • Food Science and Biotechnology
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    • v.16 no.3
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    • pp.361-366
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    • 2007
  • As the application of quantitative risk assessment (QRA) to food safety becomes widespread, it is now being questioned whether experimental results and simulated results coincide. Therefore, this paper comparatively analyzed experimental data and simulated data of the cross contamination, which needs summation of the simplest calculations in QRA, of chicken by Monte Carlo simulation and fuzzy math computation. In order to verify summation, the following basic operation was performed. For the experiment, thigh, breast, and a mixture of both parts were preserved for 24 hr at $20^{\circ}C$, and then the cell number of Salmonella spp. was measured. In order to examine the differences between experimental results and simulated results, we applied the descriptive statistics. The result was that mean value by fuzzy math computation was more similar to the experimental than that by Monte Carlo simulation, whereas other statistical descriptors by Monte Carlo simulation were more similar.

Neural network based model for seismic assessment of existing RC buildings

  • Caglar, Naci;Garip, Zehra Sule
    • Computers and Concrete
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    • v.12 no.2
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    • pp.229-241
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    • 2013
  • The objective of this study is to reveal the sufficiency of neural networks (NN) as a securer, quicker, more robust and reliable method to be used in seismic assessment of existing reinforced concrete buildings. The NN based approach is applied as an alternative method to determine the seismic performance of each existing RC buildings, in terms of damage level. In the application of the NN, a multilayer perceptron (MLP) with a back-propagation (BP) algorithm is employed using a scaled conjugate gradient. NN based model wasd eveloped, trained and tested through a based MATLAB program. The database of this model was developed by using a statistical procedure called P25 method. The NN based model was also proved by verification set constituting of real existing RC buildings exposed to 2003 Bingol earthquake. It is demonstrated that the NN based approach is highly successful and can be used as an alternative method to determine the seismic performance of each existing RC buildings.