• Title/Summary/Keyword: Seemingly Unrelated Regression Model

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A study on Estimation of CO2 Abatement Cost in Korean Offshore Fishery (우리나라 근해어업의 CO2 배출 저감비용함수 추정)

  • Shin, Yongmin;Jeong, Gyeowoon
    • Environmental and Resource Economics Review
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    • v.27 no.3
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    • pp.399-420
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    • 2018
  • This study has attempted environmental economic analysis on the cost structure of offshore fisheries based on fishery management data published by the Fisheries Research Institute to examine the effect of the environmental policy on the fisheries for the effective implementation of the Paris Convention. Under the assumption that both fisheries and carbon dioxide are simultaneously produced, the cost structure of offshore fisheries were analyzed. Cost function in a translog form was estimated and SUR (Seemingly Unrelated Regression) model was used for the analysis. Here, $CO_2$ emission of offshore fishery was calculated by using National Federation of Fisheries Cooperatives' data on supply of tax exemption oil (2003~2016). The cost function estimation showed that there is a weak disposition between catches and $CO_2$ emissions during the sample period, and the marginal abatement cost (MAC) is estimated at 1,457 won per year. In addition, for the same period, when 1% of $CO_2$ per horsepower is to be reduced MAC increases by 2.2%, and when 1% of $CO_2$ per 1 ton of catch is to be reduced, MAC increases by 1.4%.

Analysis of Spatial Association of Regional Economic Growth and Land Use Considering Regional Economic Sphere (광역경제권 설정을 고려한 지역경제성장과 토지이용에 관한 공간연관성 분석)

  • Choi, Yeol;Kim, Hyun
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.28 no.5D
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    • pp.713-721
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    • 2008
  • The aim of this study is to analyze the spatial association of regional economic growth and land use considering 5 plus 2 regional economic sphere (Capital region zone, Chungchung zone, Honam zone, Daekyung zone, Dongnam zone and kangwon zone, Jejudo zone) in Korea. The factors of regional economic growth are GRDP and the rate of self-finance and land use, especially industrial and manufactering zone. The data for this research are obtained by National Statistical Office web-site etc. For this, the Seemingly Unrelated Regression(SUR), as a kind of simultaneous equation model, is employed as empirical analysis. Overall results of this study show that the spatial association of the capital region zone and other zones is complementary. but Honam zone and Dongnam zone or Daekyung zone is competitive. We conclude from this study that the policy of regional development will be considered in accordance with the regional economic growth and land use. Also, this study found that Economic growth of regional economic sphere will be achieved from that of cities within zone and the results will be helpful to policy makers and regional planners when establishing regional planning in the future.

세수추계모형의 예측력 비교

  • Go, Yeong-Seon
    • KDI Journal of Economic Policy
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    • v.22 no.1_2
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    • pp.3-55
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    • 2000
  • 본 연구는 세입증가율 예측을 위해 사용되는 각종 세수추계모형의 예측능력을 상호비교하는 데 목적이 있다. 본 연구에서 고려하는 세수추계 방식은 네 가지이다. 첫째는 단순 ECM 모형으로서 오차수정모형(error correction model)을 각각의 세목에 적용하여 세수를 예측하는 것이다. 둘째는 SUR-ECM 모형으로서 단순 ECM 모형의 개별 회귀방정식을 통합하여 SUR(Seemingly Unrelated Regression) 방식으로 추정한 후 이를 이용하여 세수를 예측하는 것이다. 셋째와 넷째는 흔히 사용되는 탄성치 방식으로서, 과거의 연도별 탄성치를 5년간 또는 10년간 평균하여 이를 바탕으로 향후의 세수를 예측하는 것이다. 이러한 모형비교를 통해 얻은 결과는 다음과 같이 요약될 수 있다. 첫째, 단순 ECM 모형과 5년 평균 탄성치 모형은 예측력에 있어 큰 차이가 없다. 둘째, SUR-ECM 모형과 10년 평균 탄성치 모형은 예측력에 있어 큰 차이가 없다. 셋째, 단순 ECM 모형보다는 SUR-ECM 모형의 예측력이 높으며, 5년 평균 탄성치 모형보다는 10년 평균 탄성치 모형의 예측력이 높다. 넷째, 어느 경우에든 예측 오차가 상당히 크고 이러한 오차는 예측시계가 넓어질수록 커진다. 예를 들어, 5년 후의 세수에 대한 예측치는 평균적으로 오차의 절대값이 10% 수준에 이른다. 탄성치 모형이 단순 ECM 모형이나 SUR-ECM 모형에 비해 그리 나쁜 예측결과를 낳지 않는다는 것은 새로운 사실이다. 또한 5년 평균 탄성치보다 10년 평균 탄성치를 사용하는 것이 더 나은 예측치를 낳는다는 것은 세수예측에 있어 최근의 자료만을 사용하는 것보다는 과거 꽤 오랜 기간의 자료를 사용하는 것이 바람직하다는 점을 시사한다.

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Mediating Role of Liquidity Policy on the Corporate Governance-Performance Link: Evidence from Pakistan

  • TAHIR, Safdar Husain;SADIQUE, Muhammad Abu Bakar;SYED, Nausheen;REHMAN, Faiza;ULLAH, Muhammad Rizwan
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.8
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    • pp.15-23
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    • 2020
  • Based on the theoretical underpinnings of the agency theory and liquidity theory, the purpose of this study is to show how managers who want to enhance the performance of Pakistan's non-financial sector can use liquidity policy in relation to corporate governance. Nowadays, Pakistan is facing a severe liquidity crisis; this study contributes by examining the mediating role of liquidity on the link of corporate governance-performance. We use data from 63 firms from 2010 to 2018, excluding 17 outliers. To analyze the data, we use the Seemingly Unrelated Regression (SURE) model and nlcom-Stata test. Our findings support the mediating role of liquidity on the link between corporate governance and performance. In addition, the results show that corporate governance improves performance. Furthermore, the study supports a significant positive association of liquidity and performance. For robustness, we use two performance variables - return on assets (ROA) and Tobin's q (TQ) - where ROA represents full mediation and TQ indicates partial mediation. This study helps to use liquidity policy to strengthen the inside and outside dimensions of corporate governance mechanisms that improve the performance of firms. Overall, these findings suggest better disclosure, transparency, and solutions to auditing issues that add value to the firms.

An Empirical Analysis on the Effectiveness of the Korean Beef Cow Fattening Support Program (한우 암소비육지원사업 효과 실증분석)

  • Ji, Seonu;Kang, Byung-Kyu;Lee, Hyung-Woo
    • Korean Journal of Organic Agriculture
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    • v.31 no.4
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    • pp.327-341
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    • 2023
  • The Ministry of Agriculture, Food and Rural Affairs, Hanwoo Association and Nonghyup have discussed proactive reduction measures for cows in response to concerns about an oversupply of hanwoo to ensure supply stability. This study aims to empirically analyze whether the cow fattening support program is being implemented in line with its objectives. Based on the analysis of beef traceability data, the slaughter age of participating cows was reduced by 7.6 to 14.7 months compared to non-participating cows. And heifer was reduced 1.5 months in their slaughter age. In case of parity, participating cows showed a reduction of 1.4 compared to non-participating cows. Through the SUR model, an analysis was conducted to examine the effect of the cow fattening support program on the suppression of calf production numbers. The analysis results showed that the calf production numbers are positively influenced by the number of fertile cow and the quantity of semen sales. Furthermore, it is estimated that calf production decreased as the fat index increased, and during the period when the cow fattening support program was implemented, an average monthly suppression of 3,558 calves was observed.

Identification of Key Factors of Travel Time Budget by Mode in Seoul: Using Seemingly Unrelated Regression Model (서울 거주자의 수단별 이용시간 영향요인 규명: SUR모형을 활용하여)

  • Kim, Su-jae;Lim, Su-yeon;Choi, Sung-taek;Choo, Sang-ho;Ahn, Woo-young
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.15 no.3
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    • pp.23-33
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    • 2016
  • This study identified the factors that affect travel time budget by mode for traveler in Seoul using the SUR model. Individual, household and TAZ characteristics were selected as the explanatory variables. Transportation modes are summarized from 18 types to 6 types(walking, personal car, bus, subway, rail and bicycle). The results showed a distinct difference between personal transportation and public transportation. First of all, People who owned a car and driver's licence tend to prefer personal transportation. In addition, we can confirm the relationship between the bus and the subway which are most typical public transportation. Passengers who can available a personal mode preferred the subway than the bus. It is expected to suggest various implications related to the public transportation policy for Seoul metropolitan area.

A Study on Technological Innovation and Employment Performance from the Perspective of Process : Focused on Small and Medium Sized Enterprises (프로세스 관점에서의 기술혁신 및 고용성과에 관한 연구 : 중소기업을 중심으로)

  • Bong, Kang Ho;Park, Jaemin
    • Journal of Korea Technology Innovation Society
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    • v.21 no.4
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    • pp.1508-1535
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    • 2018
  • Employment in enterprises is a consecutive decision-making process based on the results of their innovative activities and it is necessary to consider this relationship as well explicitly in an analysis of the employment performance through technological innovation. Based on this critical mind, this study would analyze the structural relationships among enterprises' innovative activities, the performance of technological innovation, a compensation system and the creation of employment, reflecting the correlation of the process of the actual technology management performed simultaneously, utilizing the seemingly unrelated regression(SUR) model to estimate a simultaneous equation in addition to analyzing the relationship between technological innovation and the effect on employment with the ordered logit model to estimate a single equation as in the preceding studies. As a result of the analysis, a structural relationship could be found out, in which the execution of the compensation system would increase the performances of technical development and technology commercialization, which in turn, accelerates enterprises' employment. Especially, it is judged that enterprises' employment performance increases when technological innovation is managed from a process perspective in that the commercialization performance, as well as technical development, acts as a kind of hurdle in the effect on employment.

Analysis of the Impact Factors to Organizational Performance of the Volunteers Centers (자원봉사센터의 조직성과 영향요인 분석)

  • Jang, Seok-Jun;Kim, Jun-Hyeon
    • The Journal of the Korea Contents Association
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    • v.14 no.11
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    • pp.186-195
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    • 2014
  • The purpose of this research is to explain what affects the volunteer center's performance on the basis on the program logic model. We assume that internal factors and external factors influence the organizational performance. For the empirical analysis, we use SUR(seemingly unrelated regression). The major findings of this research are as follows: Frist, organizational budget as internal factors are important influential factors. Second, civil society's capacity variable and stakeholder's support variable affect positively volunteer center's performance. Third, the contract out variable's effect as an operation types is not proven statistically. In case of estimating the multi organizational performance, lastly, the SUR method is prefer to the OLS method in the aspect methodology. However, more systemic study is complemented the panel data for organizational performance.

An Analyzing the Cost-Saving Effect of R&D Investment: Focusing on the ICT Industry (연구개발투자에 따른 비용저감 효과 분석: ICT산업을 중심으로)

  • Pak, Cheolmin;Han, Jeongmin;Ku, Bonchul
    • Journal of Technology Innovation
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    • v.24 no.3
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    • pp.81-105
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    • 2016
  • The purpose of this study is to estimate the cost-saving effect of R&D investment in the ICT industry. As is well known, the R&D investment induces both the product innovation and the process innovation, in turn leads the effect of creating profit and cutting cost. However, it appears that studies concerned with the cost-saving effect of R&D investment have been unproductive, while most existing studies concentrate on the topic involved with the creating profit of R&D investment. Therefore, we extend the effect of R&D investment to a framework of the cost-saving focusing on the ICT industry. To empirically analyze the effect, we built a simultaneous three-equation model comprising a translog cost function and two cost share equations, and employed the SUR analysis. As a result, we found out that the cost-saving effect on the total cost is statistically significant. In addition, we examined relationships between the R&D investment and each cost of production elements. The results show that on the one hand, the R&D investment and the intermediate good cost have the substitution relationship. On the other hand, the complementary relationship is observed between the R&D investment and each labor or capital cost.

Knowledge Production Function in South Korea : An Empirical Analysis (우리나라 지식생산함수 : 실증분석)

  • Cho, Sang-Sup;Jung, Dong-Jin
    • Journal of Korea Technology Innovation Society
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    • v.10 no.3
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    • pp.383-405
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    • 2007
  • In this paper we estimate knowledge production function for 15 South Korean industry sectors using panel data. To accommodate the influence of inter-sectoral interactions on the creation of knowledge, we estimate parameters for related knowledge production functions using the Dynamic Seemingly Unrelated Regression(DSUR) model proposed by Mark et al. (2005). We find the elasticity of knowledge production with respect to the size of research staff to be 0.25 and that with respect to the existing stock of knowledge to be 0.35. The fact that the elasticity of new knowledge creation with regard to the existing knowledge stock is below 1 in South Korea corroborates the view that the rate of long-term growth of her economy is chiefly determined by the elasticity related to production functions of goods and services and the rate of population growth, and that her government policy, to ensure a continued growth for the Korean economy, must shift the focus of R&D policies from the current direct intervention-centered model to one consisting of indirect measures, namely supporting knowledge management and diffusion and the creation of a knowledge sharing system. In terms of R&D policy implications it could be consider that the national knowledge production system should strengthen the cumulative process of knowledge accumulation and population for research and development. Our country R&D policy, also, need to adopt a global approach to increase knowledge stock at the highest levels of a country.

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