• 제목/요약/키워드: unit-price

검색결과 604건 처리시간 0.023초

LSTM 모델을 이용한 농산물 가격 예측에 관한 연구 (Prediction of Agricultural Prices Using LSTM)

  • 유동완;박종범
    • 한국정보통신학회:학술대회논문집
    • /
    • 한국정보통신학회 2022년도 춘계학술대회
    • /
    • pp.710-712
    • /
    • 2022
  • 농산물은 일상 소비의 필수품으로서 도소매 시장의 많은 부분을 차지하며, 농산물의 소비와 가격은 농산물의 수급, 소비자 지출, 농업 가계소득에 영향을 미친다. 따라서 본 연구에서는 LSTM을 이용해 농산물 거래, 기상관측, 관세청 품목별 수출입 실적, 신선식품 지수 데이터를 사용해 단위가격 예측에 관한 연구를 수행하였다. 농산물의 수급관리와 도소매 시장에서의 적정한 가격을 연구하기 위해 채소가격 안정제 대상 품목 중 소비자물가지수 가중치가 높은 마늘, 배추, 양파를 대상으로 단위가격을 예측한다.

  • PDF

공적분 검정을 이용한 도루묵 어획량과 시장가격 간의 관계분석 (An analysis on the relationship between prices and catch amounts of sandfish using a cointegration test)

  • 서영일;정영훈;김도훈
    • 수산해양기술연구
    • /
    • 제50권4호
    • /
    • pp.502-510
    • /
    • 2014
  • This study aimed to analyze the relationship between catch amount and market price of sandfish for improvement of fishing revenues and effective fisheries management. By estimating the sandfish price function by fishery, the study tried to investigate changes of prices by catch amount as well as changes of fishing revenues by catch amount and price. Results showed that time series data on catch and price were estimated to be non-stationary from unit root tests, but long-term equilibrium relations between catch amount and price were found from a cointegration analysis. Results of regression analyses indicated that the catch amount would have negative impacts on prices of sandfish in both coastal gillnet and danish seine fisheries.

약정 위약금 규제와 단말기 보조금 차별금지의 실효성 (Efficacy of Mobile Device Distribution Improvement Act : Long-term Contract and Cap Regulation on Breach Fee)

  • 김원식
    • 한국IT서비스학회지
    • /
    • 제15권1호
    • /
    • pp.81-96
    • /
    • 2016
  • This study analyzes how breach fee under long-term contract and/or cap regulation on the breach fee can affect the impacts of "Mobile Device Distribution Improvement Act" on handset bundle price, average revenue per unit (ARPU), and social welfare. We conduct comparative analysis with an economic model of duopoly competition in price when users are under long-term contract and the breach fee can be regulated. The results show that the Act lowers the equilibrium prices, lower than incumbent price without the Act. Price of non-dominant Mobile Network Operator (MNO) can be lower than poaching price without the Act if significant portion of switching cost is breach fee or the market is significantly asymmetric. Under the significant circumstances, the Act can raise ARPU even though it improves social welfare. By contrast, the Act increases consumer surplus without affecting social welfare if breach fee is the only source of user's switching cost and is capped by the regulation, and more symmetric market and the stronger cap leads to higher consumer surplus.

집값 안정을 위한 재건축 규제인가? 재건축 완화인가? (Housing Price Stabilization by Apartment Reconstruction with; Tightening rules to restrict demand? or Alleviating rules to increase supply?)

  • 이선
    • 기술사
    • /
    • 제39권3호
    • /
    • pp.32-35
    • /
    • 2006
  • The recent speculation fever in Kangnam have been cooled down by the August 31 heavy taxation tool for curbing speculators. Another March 30 real estate control equipped with high capital gains tax up to 50% was targeting reconstruction projects of dilapidated apartment complexes mostly inside of Kangnam area. The shortage of larger unit supply with its high demand results in price polarization problem. It makes higher price for larger units and less price for smaller units, and therefore higher priced home owners become richer and lower priced home owners become poorer. To avoid the polarization problem and anther probable price hikes in the near future, it may be suggested to supply quality homes by loosening the tight rules for the apartment reconstruction project, and thereby kangnam housing price stabilization can be achieved.

  • PDF

중국 핸드폰시장의 색상에 따른 가격탄력성 차이에 대한 실증연구 (An Empirical Study on the Difference in Price Elasticity by Colors in the Chinese Mobile Phone Market)

  • 곽영식;홍재원;박지영
    • Journal of Platform Technology
    • /
    • 제6권2호
    • /
    • pp.10-18
    • /
    • 2018
  • 본 연구는 중국 핸드폰 시장에서 특정 제품사양 중 색상변화와 그 제품의 수요변화와의 관계를 가격탄력성으로 실증 분석한 것이다. 기존 가격탄력성 연구의 분석단위는 제품 카테고리이거나 제품카테고리 내 SBU 를 주로 측정한 반면, 이 연구의 가격탄력성 분석단위는 체험마케팅, 미학마케팅, 인지심리학의 연구 대상인 색상에 초점을 맞추고 있다. 본 연구의 데이터는 중국 최대 B2C 사이트에 입점한 대리상이 다국적 기업의 핸드폰을 판매한 실적자료를 바탕으로 하였다. 연구결과를 보면, 첫째, 6 개 색상의 가격탄력성이 모두 절대 값 1 보다 커서 가격 변화에 수요가 탄력적으로 반응하는 것으로 나타났다. 둘째, 색상 간 가격 탄력성의 차이가 발생하였다. 동일한 가격인하 폭 속에서 가장 적은 판매량 증가를 보인 색은 아로마화이트인 반면에, 가장 많은 판매량 증가를 보인 색은 다이아몬드색이였다. 본 연구의 결과를 통해, 중국에서 핸드폰 판매 시 가격 할인인하 폭이나 인상폭을 색상에 따라 다르게 하거나, 기업에서 핸드폰 생산량을 색상에 따라 다르게 준비하여 판매하는 것이 더 많은 이익을 창출할 수 있게 됨을 알 수 있었다. 학술적으로는 중국의 핸드폰 제품 카테고리에 색상에 따른 선호 차이와 색상에 따른 가격탄력성이 다름을 파악함으로써 가격탄력성의 분석 단위의 미시화 및 개념 확장이라는 학술적 공헌이 있었다.

수입 수산물과 국내산 수산물의 가격간 유통단계별 인과성 분석 : 명태, 갈치, 조기 냉동품을 대상으로 (A Causality Analysis of the Prices between Imported Fisheries and Domestic Fisheries in Distribution Channel)

  • 차영기;김기수
    • 수산경영론집
    • /
    • 제40권2호
    • /
    • pp.105-126
    • /
    • 2009
  • This study applies the cointegration theory to analyse the causality of the prices between imported fisheries and domestic fisheries in distribution channel. We've focused on the prices of import, wholesale and retail about the frozen Alaska pollack, hairtail and croaker which take up high portion and are popular among most of the consumers. In process of analysis, the unit root test was adopted to find the stability of time series data prior to the cointegration test. If the time series data was found as stable one in unit root test, we should analyse the VAR model. If unstable, the cointegratioin test was adopeted to find the long-run equilibrium relationship between the data. When the long-run equilibrium relationship was found among the price of the import, wholesale and retail price, the VECM model was adoped. If not, the differenced VAR model was adopted. The main findings of this study could be summarized as follows ; First, according to the result of the analysis on VAR model, time series data of frozen Alaska pollack was found as stable and has causality relationship and close effect was existing among the import, wholesale and retail price. Second, the data of frozen hairtail was found as an unstable one in unit root test and the result of cointegration test showed the long-run equilibrium relationship at lag 1. From the results of VECM model, we could find that the coefficient of error correction is effective, and the sign is negative(-). It means that the existence of adjustment tendency to long-run equilibrium after a short-run deviation. But the short-run causality of the prices were not found except the price of wholesale. Third, according to the results of differenced VAR model, data from frozen croaker did not have the stability and long-run equilibrium. Moreover, it was found that the import price has a weak causality on the retail price. Because of having difficulties in collecting data, the result of this paper could not explain the relationship among the prices of import, wholesale and retail perfectly. However, it more or less contributed to a long-lasted debate on the direction of causality of price-setting in academic research and provided a useful guide for the policy makers in charge of the price-setting of fisheries products as well.

  • PDF

VAR 모형을 이용한 유통단계별 갈치가격의 인과성 분석 (A Causality Analysis of the Hairtail Price by Distribution Channel Using a Vector Autoregressive Model)

  • 김철현;남종오
    • 수산경영론집
    • /
    • 제46권1호
    • /
    • pp.93-107
    • /
    • 2015
  • This study aims to analyze causalities among Hairtail prices by distribution channel using a vector autoregressive model. This study applies unit-root test for stability of data, uses Granger causality test to know interaction among Hairtail Prices by distribution channel, and employes the vector autoregressive model to estimate statistical impacts among t-2 period variables used in model. Analyzing results of this study are as follows. First, ADF, PP, and KPSS tests show that the change rate of Hairtail price by distribution channel differentiated by logarithm is stable. Second, a Granger causality test presents that the producer price of Hairtail leads the wholesale price and then the wholesale price leads the consumer price. Third, the vector autoregressive model suggests that the change rate of Hairtail producer price of t-2 period variables statistically, significantly impacts change rates of own, wholesale, and consumer prices at current period. Fourth, the impulse response analysis indicates that impulse responses of the structural shocks with a respectively distribution channel of the Hairtail prices are relatively more powerful in own distribution channel than in other distribution channels. Fifth, a forecast error variance decomposition of the Hairtail prices points out that the own price has relatively more powerful influence than other prices.

대도시와 중소지방도시에서 공동주택시장에 적용가능한 지구단위 계획의 인센티브 적용에 환한 인구 (Effects of Incentive System of the District Unit Plan on the Apartment Housing Market in MetropolitanCitiesandRuralCities)

  • 김지훈;한규환;;황지욱
    • 한국디지털건축인테리어학회논문집
    • /
    • 제8권1호
    • /
    • pp.15-21
    • /
    • 2008
  • The district unit planning (DUP) in Korea is a planning instrument. One of the key methods is the incentive system focused on the mitigation of the financial charge of business proprietors with use of various planning deregulation. Here in this paper, it is examined whether the incentive system is indiscriminately applied not only in the metropolitan cities but also in the rural cities. The analysis is carried out with six indicators in relation to the effect on the incentive system on the market of Apartment Housing Development. The indicators are a. the building-to-land ratio(BLR), b. the floor area ratio(FAR) c. the publicly assessed value of land(PAVL), d. the sale price of land(SPL), e. the sale/lease price of apartment house(SLPH) and f. the ratio of housing subscription(RHS). The final result is that the incentive system has different effects between metropolitan cities and rural cities. One of reasons lies on the too high FAR in rural cities to be given basically. Another reason lies on the difference between the cost for purchasing public installation and the profit of the sale & lease price of apartment house. In rural cities their difference becomes much narrow. Finally, the low ratio of housing subscription(RHS) in rural cities makes the effect of the incentive system nearby meaningless.

  • PDF

레스토랑 물리적 환경과 지불가격의 관계 (Relationship of Restaurant Physical Environment and Payment Price)

  • 임붕영;김형준
    • 한국조리학회지
    • /
    • 제10권2호
    • /
    • pp.135-148
    • /
    • 2004
  • Research there is a place objective which searches the importance of physical environment. Namely, there is a place objective which defines the effect relationship of physical environment and payment price. The analysis result physical environment appeared in 6 items. (interia, hygiene, illumination, the color body and atmosphere, space, movement and the command installation). The item which causes a big effect in price appeared with the interia and atmosphere. The upgrade of the interia and atmosphere of the restaurant increases the price it will be able to pay letting with the customer is judged with the fact that role. Currently the restaurant service or importance of specialty knowledge of the work unit field is embossed. But, the customer pays an expense and the item which is important it will be able to create a value is showing is physical environment.

  • PDF

ESPM을 이용한 전력가격의 결정 (The Pricing of Electricity through the ESPM)

  • 이석규;변영덕
    • 한국경영과학회지
    • /
    • 제27권4호
    • /
    • pp.11-27
    • /
    • 2002
  • This paper is aimed at surveying the method that supports logical and theoretical back grounds of electricity service pricing, to investigate whether the ESPM can reflect comprehensively the various interests of parties and persons concerned with electricity supply and demand, and analyzing the practical applicability of the model in short-term perspectives. The major findings of this study can be summarized as fellows. First, the ESPM explains what process the equilibrium price is attained through, which is the essential concept and object in evaluating the value of public enterprises or utilities and the price of electricity Second, the ESPM provides the logics and methods that can objectify the discrete price by each electricity user. Third, the ESPM presents theoretical logics and practical methods that can calculate the basic price and the variable price per electricity unit which are key concepts in the two-part tariff. Fourth, the ESPM has powerful practical applicabilities in the reasonable electricity pricing and in the explanation for the balance between parties and persons interested with electricity supply and demand.