• 제목/요약/키워드: competition model

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Assessing Bank Competition in Nepal Using Panzar-Rosse Model

  • BUDHATHOKI, Prem Bahadur;RAI, Chandra Kumar;RAI, Arjun
    • The Journal of Asian Finance, Economics and Business
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    • 제7권11호
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    • pp.759-768
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    • 2020
  • The purpose of this study is to assess the state of competition in Nepalese banking over the period from 2010 to 2019. This study employs panel data and a non-structural Panzar-Rosse model to measure the degree of competition in the Nepalese banking industry. The first reduced-form equation is applied to gauge competition, and the second model is used to test the long-run equilibrium in the banking market. The finding reveals that the Nepalese banking market is equilibrium in the long-run. It implies that the factor prices do not affect ROA in the long-run. The result of the H-statistic shows that the Nepalese banking system is operating under the state of perfect competition and is shifted from monopolistic competition to perfect competition. The reduced-form model reveals that the interest income is positive and significantly affected by factor prices. Similarly, the macroeconomic variable GDP growth is positively related to interest income. On the contrary, the bank's specific factors risk and the number of bank branches are inversely associated with the regressand. The outcomes of the study may be advantageous to the policymakers, especially to Nepal Rastra Bank to implement monetary policy and M&A policy for the stability and growth of the financial system of Nepal.

불완전경쟁 및 규모의 경제가 에너지 산업에 미치는 영향 (Computable General Equilibrium Analysis of Energy Markets with Imperfect Competition and Scale Economy)

  • 박창원;김진욱
    • 자원ㆍ환경경제연구
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    • 제11권2호
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    • pp.291-319
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    • 2002
  • This Paper investigates imperfect competition and economy of scale on Korean energy markets based on computable general equilibrium model. Some industries like energy sector have exhibited that their economies have strong economies of scale and imperfect competition. Thus these industrial organization facts should be incorporated into CGE model. In our model, non-competitive markets are adopted and compare these results with convention perfect competition model.

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동북아시아 환적물동량 예측모델 연구 (Forecasting Model of Container Transshipment Traffic Volume in Northeast Asia)

  • 이병철;김윤배
    • 대한산업공학회지
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    • 제37권4호
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    • pp.297-303
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    • 2011
  • Major ports in Northeastern Asia engage in fierce competition to attract transshipment traffic volume. Existing time series analyses for analyzing port competition relationships examine the types of competition and relations through the signs of coefficients in cointegration equations using the transshipment traffic volume results. However, there are cases for which analyzing competing relationships is not possible based on the results of the transshipment traffic volume data differences and limitations in the forecasting of traffic volume. Accordingly, we used the Lotka-Volterra (L-V) model,also known as the ecosystem competitive relation model, to analyze port competition relations for the long-term forecast of South Korean transshipment traffic volume.

기술대체 영향요인과 Lotka-Volterra 경쟁 모형을 이용한 차세대 기술 예측 (Forecasting Next Generation Technology Using Lotka-Volterra Competition Model and Factors for Technology Substitution)

  • 김혜인;정유진;윤병운
    • 기술혁신학회지
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    • 제20권4호
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    • pp.1262-1287
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    • 2017
  • 최근 차세대 기술에 대한 사전적인 예측이 기업의 경쟁력을 좌우하고 있다. 하지만 기존 연구에서는 기술 채택에 영향을 미치는 요인 규명만 이뤄지고 있으며, 결정 요인 별 중요도나 기술 간 경쟁 양상을 파악하는 연구는 미비한 실정이다. 본 연구는 신기술의 등장으로 인해 경쟁이 심화되는 기술 대체 시기에서 기술 경쟁 양상을 확인하기 위해 Lotka-Volterra 모형을 이용하며, 이를 통해 차세대 기술을 도출하고자 과거 경쟁이 끝난 데이터를 기반으로 모형을 추정하고, 기술 대체 및 경쟁에 영향을 미치는 요인들을 선험적으로 도출하여 과거 경쟁기술과 현재 기술 경쟁 시 요인 값의 차이를 파악한다. 이후 요인과 계수 간 영향 관계를 바탕으로 도출된 각 요인 값의 차이를 반영하여 과거 데이터를 기반으로 추정된 모형을 보정하는데 이때 요인 별 중요도를 회귀분석을 통해 파악하여 가중치로 활용하였다. 이를 통해 보정된 모형을 경쟁 후보 기술과 기존 지배적 디자인 기술에 적용하여 1:1 비교를 함으로써 경쟁 관계를 파악한다. 본 연구는 시간에 따른 요인 값의 변화량과 중요도를 기반으로 특정 기술이 차세대 시장에서 지배적 디자인이 될 가능성을 정량적으로 제시하였으며, 이는 기술 대체 시기에 기업의 전략 수립 및 의사결정 시 실증적 증거로써 활용될 것으로 기대한다.

데이터 마이닝을 위한 경쟁학습모텔과 BP알고리즘을 결합한 하이브리드형 신경망 (A Neural Network Combining a Competition Learning Model and BP ALgorithm for Data Mining)

  • 강문식;이상용
    • Journal of Information Technology Applications and Management
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    • 제9권2호
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    • pp.1-16
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    • 2002
  • Recently, neural network methods have been studied to find out more valuable information in data bases. But the supervised learning methods of neural networks have an overfitting problem, which leads to errors of target patterns. And the unsupervised learning methods can distort important information in the process of regularizing data. Thus they can't efficiently classify data, To solve the problems, this paper introduces a hybrid neural networks HACAB(Hybrid Algorithm combining a Competition learning model And BP Algorithm) combining a competition learning model and 8P algorithm. HACAB is designed for cases which there is no target patterns. HACAB makes target patterns by adopting a competition learning model and classifies input patterns using the target patterns by BP algorithm. HACAB is evaluated with random input patterns and Iris data In cases of no target patterns, HACAB can classify data more effectively than BP algorithm does.

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Lotka-Volterra 모형을 이용한 국내 주식시장의 경쟁관계 동태적 분석 (A Dynamic Analysis on the Competition Relationships in Korean Stock Market Using Lotka-Volterra Model)

  • 이성준;이덕주;오형식
    • 대한산업공학회지
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    • 제29권1호
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    • pp.14-20
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    • 2003
  • The purpose of this paper is an attempt to analyze the dynamic relationship between KSE and KOSDAQ, two competing markets in Korean stock market, in the viewpoint of competition. Lotka-Volterra model, one of well-known competitive diffusion model, is adopted to represent the competitive situations of Korean stock market and it is estimated using daily empirical index data of KSE and KOSDAQ during 1997~2001. The results show that there existed a predator-prey relationship between two markets in which KSE acted as a predator right after the emergence of KOSDAQ. This interaction was altered to a symbiotic relationship and finally to the pure competition relationship. We also perform an equilibrium analysis of the estimated Lotka-Volterra equations and, as a result, it is found that there is a market index equilibrium point that would be stable in the latest relationship.

외부 경쟁을 고려한 두 단계 공급체인에서의 단계기본재고수준의 결정 (Echelon Base Stock Policy with Outside Competition in a Two-Stage Supply Chain)

  • 김남영
    • 한국경영과학회지
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    • 제30권4호
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    • pp.71-81
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    • 2005
  • This Paper focuses on the effects of outside competition on an optimal echelon base stock level in a two stage supply chain. This is new in that we have been studying the effects of inside competition within a supply chain up to now. It is known that the optimal echelon base stock level with inside competition within a supply chain is less than the global optimal echelon base stock level without inside competition. This is due to the ' public goods ' nature of inventory. That is, more inventory is better, but one wants the other to invest more, thus resulting in under-investment. However, this phenomenon becomes weaker as outside competition increases. We show that as outside competition becomes stronger, the ' public goods ' effects decrease and the optimal echelon base stock level increases. If the level of competition is sufficiently high, the optimal echelon base stock level goes even higher than the global optimal echelon base stock level. We develop a theoretical model for the analysis and conduct a numerical analysis.

ALMOST PERIODIC SOLUTION FOR A n-SPECIES COMPETITION MODEL WITH FEEDBACK CONTROLS ON TIME SCALES

  • Li, Yongkun;Han, Xiaofang
    • Journal of applied mathematics & informatics
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    • 제31권1_2호
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    • pp.247-262
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    • 2013
  • In this paper, using the time scale calculus theory, we first discuss the permanence of a $n$-species competition system with feedback control on time scales. Based on the permanence result, by the Lyapunov functional method, we establish sufficient conditions for the existence and uniformly asymptotical stability of almost periodic solutions of the considered model. The results of this paper is completely new. An example is employed to show the feasibility of our main result.

패션리테일링 점포유형별 쇼핑유인력(FaRSTA) 모델 개발에 대한 연구 -다속성 간접평가법 활용- (Development of Fashion Retailing Store Type Attractiveness (FaRSTA) -Indirect Estimates Approach with Multiple Scale Items-)

  • 박진제;이진화
    • 한국의류학회지
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    • 제37권1호
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    • pp.76-89
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    • 2013
  • The exploration of the interaction effect among the components of attractiveness is impossible; therefore, this study uses an indirect estimates approach with multiple scale items that can measure the interaction effect among the components of attractiveness to solve the problem of direct estimates. Previous studies focused on intra-store type competition as their subjects; subsequently, this study dealt with intra-store type competition as well as inter-store type competition in the competing and selecting activities among fashion retailing stores with different business models (such as department stores, road brand stores, discount stores, outlets and internet shopping malls). This study suggests a generalized model for shopping attractiveness of stores and proposes a fashion retailing store type attractiveness (FaRSTA) model instead of a simple relative importance between store selection standards.

컨테이너항만의 경쟁력 측정방법:AHP와 DEA접근 (A Measurement Way of Competition Power of Container Port: AHP and DEA Approach)

  • 박길영;오성동;박노경
    • 한국항만경제학회지
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    • 제21권1호
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    • pp.133-151
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    • 2005
  • The purpose of this paper is to investigate the international competition power between Korean ports and Chinese ports according to the port efficiency scores of DEA(Data Envelopment Analysis) by newly introducing the priority vector of AHP(Analytic Hierarchy Process) to the DEA method. Empirical analysis shows the followings: First, there was not big changes of DEA rankings when we use the input-oriented CCR and BCC models after introducing the AHP priority vectors to the input variables. Yantian Port's competition power was declined, but that of Busan Port was up in the BCC model. Second, there was some changes of DEA rankings when we use the output-oriented CCR and BCC models after introducing the AHP priority vectors to the output variables. Rankings of Dalian, Qingdao, Shanghai Ports were up. But Shekou, Yantian Ports showed the declined ranking position in the CCR model. In the BBC model, rankings of Shanghai and Busan Ports were up. But those of Shekou and Yantian Ports were declined. The main policy implication based on the findings of this study is that The Ministry of Maritime Affairs & Fisheries in Korea and China should introduce AHP and DEA approaches when they measure the international competition power by using the porrt efficiency scores of DEA.

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