• Journal of Korea Water Resources Association
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• v.44 no.1
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• pp.1-8
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• 2011

This paper addresses the correlation between the flood damage cost and recovery cost. National data (15 regions) for 20 years, panel data, has been analyzed for this test. Model specification of panel data analysis depends on the characteristics of data set and "fixed" or "random" effects model can be used. The results are represented in both models. As we expected all independent variables show positive relationship with recovery cost, except for the number of death and suffers. The damage of public facilities, such as rivers and road are the major factors on the damage and recovery cost, which means that flood damage can not be decreased without decreasing damages of public facilities from floods. Especially, the recovery cost is always higher than the damage cost and investment for flood control. Unlikely, government investment for flood control is the highest and recovery cost is the always lower than da mage cost andinvestment in Japan. Which means that proper investment can reduce economic damage cost of flood and recovery cost.

• Proceedings of the Korea Water Resources Association Conference
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• 2016.05a
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• pp.299-299
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• 2016

미농무성에서 개발된 유역수문모형 SWAT을 국내유역에 적용할 경우 일반적으로 일단위 유출 수문곡선의 첨두부가 관측치에 비해 과소하게 모의되는 경향이 있다. 본 연구에서는 이러한 원인에 대해서 고찰하고, 첨두부가 작게 모의되는 문제를 해결하기 위해서 지표유출의 지체와 관련된 서브루틴을 개선하였다. SWAT 모형에서는 지표유출의 지체는 운동파 집중시간(kinematic wave time of concentration)을 변수로 하는 지수형 감쇠함수를 사용하고 있다. 그러나 집중시간 계산식에서 지표유출에 기여하는 초과우량을 6.35mm/hr로 작은 고정값으로 가정하고 있어 큰 호우가 발생한 경우에도 집중시간이 길게 계산되는 구조를 가지고 있다. 이로 인해 지표유출의 지체 효과가 커서 첨두유량이 과소하게 산정되는 문제가 발생한다. 따라서 본 연구에서는 집중시간 계산시 고정값 6.35mm/hr 대신에 일 단위로 모의된 지표유출 발생량이 입력되도록 알고리즘을 수정하였다. 이 방법은 지표유출량의 크기에 따라 집중시간을 가변적으로 산정되게 함으로써 수문곡선의 첨두부를 보다 유연하게 구현할 수 있는 장점이 있다. 모형의 개선 효과를 평가하기 위해서 충주댐 상류유역을 대상으로 개선 전, 후의 일 단위 유출수문곡선의 첨두부를 비교하였으며, 그 결과 큰 홍수가 발생한 기간의 첨두유량이 10 % 이상 증가하는 것으로 분석되었다.

• Industry Promotion Research
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• v.9 no.1
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• pp.81-87
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• 2024

This research aims to empirically investigate the innovative effects of 2012 Cosmetics Act amendment on the cosmetics industry. By utilizing production data from the Korea Food and Drug Administration for the period 2008-2014 and estimating a panel fixed-effects model, the study demonstrates a significant positive correlation between the legislative revision and firm production. Additionally, it is observed that both the number of brands and new products per manufacturer significantly increased following the amendment. Further, this study shows a significant positive correlation between the amendment and the potential market size, with the potential market size positively correlated with innovation. The findings of this study highlight that government regulatory improvements can positively impact industrial innovation and promotion.

• Management & Information Systems Review
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• v.34 no.3
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• pp.61-78
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• 2015

The purpose of this study is to analyze the impact of cash holdings on internationalization of listed manufacturing firms. We explore moderating effect of managerial ownership between cash holdings and internationalization of firms. We analysed cross-sectional data of 645 listed companies from 2000 to 2013 using the fixed effects estimation. Empirical results showed that the there was a positive significant relation between cash holdings and internationalization of firms This study also found that managerial ownership have a significant negative moderating effects in the pathway between cash holdings and internationalization Cash liquidities can be rapidly induced internationalization. Managerial ownership increase agency cost, therefore, it might have a negative effects on internationalization These results suggest that agency cost with cash holdings is very important for cash management.

• Journal of Korean Society of Forest Science
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• v.104 no.1
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• pp.111-116
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• 2015

The purpose of this study was to evaluate mixed model of dbh-height relation containing random effect. Data were obtained from a survey site for Quercus variabilis in Gangwon region and remeasured the same site after three years. The mixed model were used to fixed effect in the dbh-height relation for Quercus variabilis, with random effect representing correlation of survey period were obtained. To verify the evaluation of the model for random effect, the akaike information criterion (abbreviated as, AIC) was used to calculate the variance-covariance matrix, and residual of repeated data. The estimated variance-covariance matrix, and residual were -0.0291, 0.1007, respectively. The model with random effect (AIC = -215.5) has low AIC value, comparison with model with fixed effect (AIC = -154.4). It is for this reason that random effect associated with categorical data is used in the data fitting process, the model can be calibrated to fit repeated site by obtaining measurements. Therefore, the results of this study could be useful method for developing model using repeated measurement.

• 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.

• Proceedings of the Korea Water Resources Association Conference
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• 2010.05a
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• pp.744-748
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• 2010

4대강 살리기 사업에 있어 하천 준설 및 다목적 보 설치는 주요하천 상 하류의 일괄적인 준설을 통한 통수단면 확보로 홍수 소통능력을 극대화 하고, 친환경적 보설치를 통해 하도정비 실시이후에도 현재의 갈수위 이상의 수위를 유지하면서 홍수피해저감효과를 극대화하는 것을 목표로 한다. 4대강 사업시 콘크리트 형식으로 건설될 다목적 보는 월류식 구조물이지만 보의 저부에서 발생하는 양압력이나 기타 재하 하중과의 조합으로 인해 전도나 활동을 일으킬 수 있는 가능성을 가질 수 있고, 보의 규모가 커지고 가동보 등의 복합적인 형태를 가질 경우 보의 붕괴는 콘크리트 중력식 댐의 붕괴와 비슷한 양상을 가질 것으로 판단된다. 본 연구에서는 월류 구조물이 붕괴되었을때 상 하류 하천에 미치는 영향을 분석하고자 하였다. 자연하천 내의 보 붕괴 및 그에 따른 수위상승으로 인한 제방 붕괴시 실제 범람원에 안정적으로 적용가능한 고정확도 2차원 홍수범람 모형을 평가하였고, 가상하도 및 실험하도에 대한 적용을 실시하였다.

• Journal of the Society of Naval Architects of Korea
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• v.31 no.1
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• pp.1-13
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• 1994

Procedures for the development of a preswirl stator-propulsion system for a VLCC 300K are described in this paper. The preswirl stator-propulsion system is one of the compound propulsor systems, which is used for the purpose of recovering propeller slipstream rotational energy by locating a stator in front of the propeller. The preswirl stator-propulsion system can be considered as a most reliable energy saving device because of its simple mechanism. Five stators are designed for the existing hull form and propeller, and their effects are verified by model tests. Open-water test result of the preswirl stator-propulsion system at the cavitation tunnel show $4{\sim}6%$ increase of open-water efficiency compared to that of a propeller without stators. Maximum 6.5% decrease of delivered power at the design speed(15.5knots) is expected with the designed stator based on the analysis results of resistance and self-propulsion test at the towing tank.

• Journal of Korean Society of Forest Science
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• v.106 no.2
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• pp.213-218
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• 2017

The purpose of this study was to develop age-biomass model in Chungnam region containing random effect. To develop the biomass model by species and tree component, data for Pinus densiflora in central region is collected to 30 plots (150 trees). The mixed model were used to fixed effect in the age-biomass relation for Pinus densiflora, with random effect representing correlation of survey area were obtained. To verify the evaluation of the model for random effect, the akaike information criterion (abbreviated as, AIC) was used to calculate the variance-covariance matrix, and residual of repeated data. The estimated variance-covariance matrix, and residual were -1.0022, 0.6240, respectively. The model with random effect (AIC=377.2) has low AIC value, comparison with other study relating to random effects. It is for this reason that random effect associated with categorical data were used in the data fitting process, the model can be calibrated to fit the Chungnam region by obtaining measurements. Therefore, the results of this study could be useful method for developing biomass model using random effects by region.

• Journal of the Korean Data and Information Science Society
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• v.23 no.6
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• pp.1103-1115
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• 2012

In this study, we studied the effect of onion on hyperlipidemia in terms of factors, such as body weight, liver weight, kidney weight, heart weight, blood glucose, total cholesterol, triglycerides, HDL-cholesterol, and LDL-cholesterol. The hyperlipidemia supplement was significantly effective on the liver weight, kidney weight, blood glucose, total cholesterol, triglycerides, and LDL-cholesterol with the fixed effect model. However, the liver weight, blood glucose, total cholesterol, and triglycerides were significantly decreased with the random effect model on the heterogeneous factors selected by Galbraith plot. The existence of publication bias was checked by using a funnel plot.