• Journal of the Korean Data and Information Science Society
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• v.21 no.1
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• pp.1-9
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• 2010

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.

• Proceedings of the Korean Information Science Society Conference
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• 2002.04b
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• pp.685-687
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• 2002

오늘날 인터넷 활용이 본격적으로 대중화되면서 교육현장에서도 웹을 기반으로 한 다양한 교육방법이 연구, 개발되어 WBI 학습, 웹 기반 CAI, 원격강의 등의 가상교육으로 발전되어 왔다. 웹 기반 교육이 교실수업에 비해 가지는 장점을 최대한 살려서 현실성 있고 효율적인 교육의 효과를 얻으려면 학습자의 능력과 관심 , 흥미 , 적성 등을 고려한 웹 기반 수업 모형 개발이 요구된다. 본 논문은 제7차 교육과정에서 실시되는 단계형 수준별 교육과정에 심화보충형을 혼합한 수준별 수업모형을 웹 기반 수업모형으로 제시하고자 한다. 웹을 기반으로 한 혼합형 수준별 수업이 가능해짐으로써 교수자는 웹 데이터베이스를 통해 학습의 촉매자, 조언자로서의 역할을 할 수 있으며, 학습자는 학업 성취수준에 알맞은 학습 구성이 가능해짐으로써 보다 효과적인 자기주도적인 학습이 이루어질 것으로 기대된다

• The Korean Journal of Applied Statistics
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• v.17 no.1
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• pp.145-151
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• 2004

PROC MIXED fits a variety of mixed models to data and enables one to use these fitted models to make statistical inferences about the data. However, the simulation study in this article shows that PROC MIXED using REML estimators provides one with a confidence interval, that does not keep the stated confidence coefficients, on sums of two variance components in the simple regression model with unbalanced nested error structure which is a mixed model.

• The Korean Journal of Applied Statistics
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• v.15 no.1
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• pp.129-137
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• 2002

This paper suggests a generalized logit model with mixed effects for analysing frequency data in multi-contingency table. In this model nominal response variable is assumed to be polychotomous. When some factors are fixed but considered as ordinal and others are random, this paper shows how to use baseline-category logits to incoporate the mixed-effects of those factors into the model. A numerical algorithm was used to estimate model parameters by using marginal log-likelihood.

• The Korean Journal of Applied Statistics
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• v.3 no.2
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• pp.27-37
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• 1990

We consider the statistical control problem for the mixture model in which one can choose the values of independent variables that produce the values of the dependent variables as close to the target values as possible. The theory suggested for the problem is reviewed and an extended model with respect to the assumption of variance and the number of dependent variables is suggested. A Basyesian treatment is studied for the above problem with example as an illustration.

• The Korean Journal of Applied Statistics
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• v.23 no.3
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• pp.511-520
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• 2010

The Pharmacokinetic model is a complex nonlinear model with pharmacokinetic parameters that is some-times represented by a complex form of differential equations. A population pharmacokinetic model adds individual variability using the random effects to the pharmacokinetic model. It amounts to the nonlinear mixed effect model. This paper, reviews the population pharmacokinetic model from a statistical viewpoint; in addition, a population pharmacokinetic model is also applied to the real clinical data along with a review of the statistical meaning of this model.

• Journal of Korea Water Resources Association
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• v.57 no.4
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• pp.263-276
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• 2024

Since the first introduction of one-dimensional transient storage modeling in the field of solute transport analysis in rivers, its application has notably expanded for various purposes, including for hydrology and geobiology over the past few decades. Despite strides in refining transient storage models, there remain unresolved challenges in simplifying complex river transport dynamics into concise formulas and a limited set of parameters. This review paper is dedicated to cataloging and assessing existing transient storage models, outlining the difficulties associated with model structures, parameters, and data, and suggesting directions for future research. We seek to enhance understanding of transient storage by highlighting the importance of continuously evaluating residence time distribution modeling, integrating hydrodynamic models, and using data with minimal assumptions. This paper would contribute to advance our comprehension of the transient storage process, offering insights into sophisticated modeling techniques, pinpointing uncertainty in parameters, and suggesting the necessary avenues for further study.

• 한국방재학회:학술대회논문집
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• 2009.02b
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• pp.75.2-75.2
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• 2009

• 한국데이터정보과학회:학술대회논문집
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• 2004.04a
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• pp.127-130
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• 2004

혼합정규분포에서 얻어진 히스토그램 자료에서 모수의 추정은 EM 알고리즘 혹은 스프라인 방법이 흔히 이용되고 있다. 본 논문에서는 히스토그램 자료를 비선형회귀모형으로 적합하는 방법을 제시하고, 시뮬레이션으로 제시된 방법과 EM 알고리즘 방법을 비교하였다.

• Proceedings of the Korean Society for Applied Microbiology Conference
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• 1978.04a
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• pp.98.1-98
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• 1978

Commensalistic system을 구성하는 B. tropicatis 와 T. cutaneum의 회분 및 연속배양을 통하여 여러 가지 동력학적 data를 구하고 mathematical model을 연구하여 다음과 같은 모형을 구성하였다. (equation omitted) 위의 모형을 computer simulation하여 정상상태와 과도상태에서의 응답을 분석하고 중요한 배양결과를 예측하였다.