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최재성,Choi, Jae-Sung 한국데이터정보과학회 2011 한국데이터정보과학회지 Vol.22 No.3
본 논문은 일원 확률모형의 가정하에 실험자료를 분석할 때 확률모형과 관련된 분산성분을 추정하는 문제를 다루고 있다. 분산성분의 추정방법으로 적률법을 이용하고 있다. 적률법을 이용할 때 필요한 두 가지 계산과정은 요인의 변동에 따른 제곱합과 제곱합의 기대값 계산이다. 제곱합의 계산으로 사영을 어떻게 이용하는 가를 논의하고 있다. 제곱합의 기대값 계산을 위해 분산성분의 계수로 관측되는 관련행렬의 고유근을 이용하는 방법을 다루고 있다. 분산성분의 적률추정량으로 사영과 고유근을 이용한 분산성분의 추정방법이 Hartley (1967)의 합성법보다 간편하고 효율적인 방법임을 논의하고 있다. This paper suggests a method for estimating components of variance in one-factor random model. Estimates of variance components are given by the method of moments. Sums of squares due to variance sources are obtained by projections. This paper also shows how to use eigenvalues for getting the coefficients of variance components in the expression of the expectations of the mean squares. The suggested method shows easier and faster than the method of Harley's synthesis.
최재성,강우진,정문규,Choi Jae-Sung,Kang Woo-Jin,Chung Moon-Kyu 대한치과보철학회 1992 대한치과보철학회지 Vol.30 No.2
The purpose of the present study is to inspect the satisfied degree of each oral function in geriatric patients with the shortened dental arch and when their prosthetic treatment is on schedule, provide some references to such treatment. For the approach to such study, 521 subjects were reviewed by grouping them according to the number of their remaining teeth, and masticatory function, phonetic function, facial change, and TMJ disorders were inspected and clarified through some questionnaires. Also through the questionnaires, the correlations between the geriatiric patients with the shortened dental arch and dentition and between the geriatiric patients with the Free-end RDP at the shortened dental arch and their oral function were found out with their satisfied degree of oral function. Results or findings from such study are as follows : 1. With regard to their satisfied degree of oral function, there was a significant difference of satisfaction between or among the group having only the anterior teeth and the group having the part of premolars and the group having even the part of molars, however no significant difference of satisfaction appeard between the group having 1st molars and the group having 2nd molars. 2. With regard to their satisfied degree of phonetic function, no significant difference appeared between or among the group having only the anterior part of teeth and the group having even the part of premolars and the group having even the part of molars, and with regard to their satisfied degree of facial change, no significant difference of satisfaction appeared between the group having the part of premolars and the group having even the part of molars. 3. With regard to their satisfied degree of masticatory function, phonetic function, TMJ disorders, and facial change, no significant difference appeared between the group having both the anterior part of teeth and the part of premolars and the group attached with the Free-end RPD on the same conditions of the afore-said group.
최재성,이진욱,이상득,조권회,Choi, Jae-Sung,Lee, Jin-Uk,Lee, Sang-Dug,Cho, Kwon-Hae 한국마린엔지니어링학회 2007 한국마린엔지니어링학회지 Vol.31 No.2
The variation of the crankshaft speed in a multi-cylinder engine is determined by the resultant gas pressure torque and the torsional deformation of the crankshaft. Under steady state operation, the crankshaft speed has a quasi-periodic variation. For the diagnosis the engine instantaneous speed versus crankshaft angle is utilized. This paper describes a simple measurement method of the engine instantaneous speed versus crankshaft angle using the teeth on the flywheel of the crankshaft. Two non-contacting magnetic pickup combinations detect the crank angle and TDC position for the data acquisition. The results from experiments on a 6 cylinder marine diesel engine demonstrate that the crankshaft speed variation are detected with good resolution. And the crankshaft speed variation is investigated according to the operation conditions. Also, it is confirmed that the engine output measured by EMS can be evaluated larger than the actual value due to TDC position error caused by instantaneous speed variation.
InGaAs 위의 NH<sub>3</sub> Plasma Passivation을 이용한 ALD HfAlO유전체 계면전하(Dit) 향상
최재성,Choi, Jae Sung 한국반도체디스플레이기술학회 2018 반도체디스플레이기술학회지 Vol.17 No.4
The effect of $NH_3$ plasma passivation on the chemical and electrical characteristics of ALD HfAlO dielectric on the InGaAs substrate was investigated. The results show that $NH_3$ plasma passivation exhibit better electrical & chemical performance such as much lower leakage current, lower density of interface trap(Dit) level, and low unstable interfacial oxide. $NH_3$ plasma passivation can effectively enhance interfacial characteristics. Therefore $NH_3$ plasma passivation improved the HfAlO dielectric performance on the InGaAs substrate.
Logistic regression model for major separation rate
최재성,Choi, Jae-Sung 한국데이터정보과학회 2002 한국데이터정보과학회지 Vol.13 No.2
This paper deals with logistic regression models for analysing separation rates from majors. The model building procedure shows how to incoporate the effects of some factors causing from three-way nested sampling scheme and discusses what type of characteristics as independent variables directly affecting the rates should be considered.
최재성,Choi, Jae-Sung 한국데이터정보과학회 2010 한국데이터정보과학회지 Vol.21 No.1
본 논문은 분할구 실험에서 반복측정 요인이 처치의 한 요인으로 고려될 때, 실험자료의 분석을 위한 혼합모형과 모형내 미지모수의 추론을 위한 방법을 논의한다. 반복측정 요인으로 공간요인을 고려하고 공간요인의 수준은 분할구에 할당되나 연구자가 임의로 배정할 수 없는 실험환경이 가정된다. 이러한 실험의 특성을 갖는 자료벡터의 확률분포로 복합대칭의 공분산 구조를 갖는 다변량 정규분포를 논의하고 있다. 또한, 가정된 실험환경에 부합하는 적합한 자료의 예를 통하여 제시된 모형의 타당성과 관련모수들의 추론방법을 다루고 있다. This paper suggests a mixed-effects model for analyzing split-plot data when there is a repeated measures factor that affects on the response variable. Covariance structures are discussed among the observations because of the assumption of a repeated measures factor as one of explanatory variables. As a plausible covariance structure, compound symmetric covariance structure is assumed for analyzing data. The restricted maximum likelihood (REML)method is used for estimating fixed effects in the model.
최재성,Choi, Jae-Sung 한국데이터정보과학회 1999 한국데이터정보과학회지 Vol.10 No.1
본 논문은 초과변동을 갖는 이항자료의 효과적인 분석을 위하여 자료수집 과정에서 반응에 영향을 미치는 요인들을 고려한 혼합효과 모형을 제시하고 이 탈도(deviance)를 이용하여 그 타당성을 논의하고 있다. This paper discusses the generalized mixed-effects model for the analysis of overdispersed binomial data. Sometimes certain types of sampling designs or genetic characters of experimental units can be regarded as factors of extra binomial variation. For such cases, this paper suggests models with one or two random effects to explain overdispersion caused by those affecting factors and shows how to test for a model adequacy based on deviance.
Machine Learning기법을 이용한 Robot 이상 예지 보전
최재성,Choi, Jae Sung 한국반도체디스플레이기술학회 2020 반도체디스플레이기술학회지 Vol.19 No.1
In this paper, a predictive maintenance of the robot trouble using the machine learning method, so called MT(Mahalanobis Taguchi), was studied. Especially, 'MD(Mahalanobis Distance)' was used to compare the robot arm motion difference between before the maintenance(bearing change) and after the maintenance. 6-axies vibration sensor was used to detect the vibration sensing during the motion of the robot arm. The results of the comparison, MD value of the arm motions of the after the maintenance(bearing change) was much lower and stable compared to MD value of the arm motions of the before the maintenance. MD value well distinguished the fine difference of the arm vibration of the robot. The superior performance of the MT method applied to the prediction of the robot trouble was verified by this experiments.
최재성,Choi, Jae-Sung 한국통계학회 2011 응용통계연구 Vol.24 No.2
본 논문은 실험자료에 대한 분석모형으로 이원 분산분석모형을 가정한다. 고정효과 모형의 가정하에 요인별 변동량을 구하기 위한 방법으로 제1종 분석을 다루고 있다. 모형의 순차적 적합에 따라 얻어지는 요인별 제곱합의 계산방법으로 대수적 방법이 아닌 사영에 의한 분석방법을 제공한다. 관측자료를 다차원상의 공간벡터로 간주할 때, 최소 제곱법에 의한 요인별 변동량은 계획행렬로 생성되는 모수추정 공간에서 요인별 부분공간으로의 사영에 이르는 거리 제곱으로 구해질 수 있음을 논의하고 있다. 또한 사영행렬로 부터의 고유벡터와 고유근을 이용하여 요인별 변동량을 구하는 방법을 제공하고 있다. 균형자료나 불균형자료에서 모형의 순차적 적합에 따른 제1종 분석이 행해질 때 요인별 변동량의 합은 처리제곱합과 일치하나 제2종 분석의 경우 불균형자료에서 이러한 성질이 만족되지 않음을 논의하고 있다. This paper discusses how to get the sums of squares due to treatment factors when Type I Analysis is used by projections for the analysis of data under the assumption of a two-way ANOVA model. The suggested method does not need to calculate the residual sums of squares for the calculation of sums of squares. There-fore, the calculation is easier and faster than classical ANOVA methods. It also discusses how eigenvectors and eigenvalues of the projection matrices can be used to get the calculation of sums of squares. An example is given to illustrate the calculation procedure by projections for unbalanced data.