• 제목/요약/키워드: Price Pattern

검색결과 363건 처리시간 0.022초

Modeling and Forecasting Saudi Stock Market Volatility Using Wavelet Methods

  • ALSHAMMARI, Tariq S.;ISMAIL, Mohd T.;AL-WADI, Sadam;SALEH, Mohammad H.;JABER, Jamil J.
    • The Journal of Asian Finance, Economics and Business
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    • 제7권11호
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    • pp.83-93
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    • 2020
  • This empirical research aims to modeling and improving the forecasting accuracy of the volatility pattern by employing the Saudi Arabia stock market (Tadawul)by studying daily closed price index data from October 2011 to December 2019 with a number of observations being 2048. In order to achieve significant results, this study employs many mathematical functions which are non-linear spectral model Maximum overlapping Discrete Wavelet Transform (MODWT) based on the best localized function (Bl14), autoregressive integrated moving average (ARIMA) model and generalized autoregressive conditional heteroskedasticity (GARCH) models. Therefore, the major findings of this study show that all the previous events during the mentioned period of time will be explained and a new forecasting model will be suggested by combining the best MODWT function (Bl14 function) and the fitted GARCH model. Therefore, the results show that the ability of MODWT in decomposition the stock market data, highlighting the significant events which have the most highly volatile data and improving the forecasting accuracy will be showed based on some mathematical criteria such as Mean Absolute Percentage Error (MAPE), Mean Absolute Scaled Error (MASE), Root Means Squared Error (RMSE), Akaike information criterion. These results will be implemented using MATLAB software and R- software.

건강빵 제품 유형에 대한 구매 실태 및 소비자의 선택 요인 (A Study on the Purchasing Pattern and Consumer's Selection Factor of Healthy Breads)

  • 고성희;이영림;이경연;김혜영
    • 동아시아식생활학회지
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    • 제19권4호
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    • pp.515-524
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    • 2009
  • This study was a preliminary investigation of healthy breads in the domestic bakery industry and examined conditions for consumer purchases. The analyzed data will be used for future product improvements within for the domestic bakery market. The key results were as follows: First, the subjects' choosing of healthy breads was 'Usually' (34.1%) and women were more knowledgeable about healthy breads than men. About 31.2% of the subjects responded 'Do not know well', but 98% had clear purchase intentions and showed positive acclaims for healthy breads. Second, the ranking of selection factors that subjects considered when buying healthy breads was 'curiosity>taste>safety>health>price>diet>employee representation> brand'. Women (3.89) had more sensitive reactions than men (3.47) to the 'Diet' variable, and there were statistical differences in 'Health', 'Taste', and 'Employee explanation' (p<0.05, p<0.001). Finally, highly educated considered brand more (3.87).

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신 노년층 소비자의 에코 티셔츠 수요 실태 조사 및 고찰 (Analysis of Eco T-shirts Market for the New Elderly)

  • 박은주;김세희
    • 한국의류산업학회지
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    • 제15권5호
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    • pp.722-732
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    • 2013
  • The purposes of this study were to investigate the needs for eco t-shirts of the new elderly consumers and to suggest strategies for eco t-shirts product development and marketing. Quantitative research was employed for research method. The data was collected from men and women in their age of 50-65, who lived in Busan, Ulsan, and Kyungnam province, during October, 2011. Respondents were selected by convenience sampling. A total of 307 responses among 350 were analyzed. Factor analysis, frequency analysis, t-test, chi-square, and regression were used for analysis. SPSS 20.0 was used for data analysis. Characteristics of the new elderly (lifestyle and environmental concern), consumption status of eco t-shirts (possession status and reasons of purchase/non-purchase), purchase intention for eco tshirts, consumer needs for t-shirts (usage situation, benefits sought, and dissatisfaction with t-shirts), preference for eco t-shirts (color, pattern, material, and shape), and demographics were surveyed. Based on the results, the vision of eco tshirts market for the new elderly consumers was positively prospected. In conclusion, specific strategies for eco t-shirts products development and marketing were suggested. Product development focused on practicality and material, design development reflecting consumers' preference, multipurpose product development, building up the product recognition, and moderate price strategy were suggested.

'청품명월'쌀의 구매행태분석 -대전지역 주부들을 중심으로- (Analysis of Consumer's Purchasing Pattern for 'cheong-Pung-Myeong-Wall' Rice - in the case of consumers in Taejon city -)

  • 김철호;권우영
    • 농업과학연구
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    • 제26권2호
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    • pp.94-105
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    • 1999
  • Chungnam-Do is the major agricultural province, supplies the large amount of rice and has the best situation in rice production. Rice production in Chungnam region is the major income source of farmers in the Chungnam province. In spite of the best quality, the rice quality which is produced in Chungnam province has been underestimated. For the improvement of this situation. Chungnam local government has developed the 'Cheong-Pung-Myeong-Wall' brand. The objective of the study is to give marketing information on 'Cheong-Pung-Myeong-Wall' rice for its sales promotion. The survey data on consumption patterns of consumers in the Taejon city who consume the 'Cheong-Pung-Myeong-Wall' rice were used in the analysis. The conclusions of this study may be summarized as follows : Generally the people who live in the Taejon city and consume the 'Cheong-Pung-Myeong-Wall' rice satisfy its quality, but the sales promotion of 'Cheong-Pung-Myeong-Wall' rice is needed For the sales promotion of 'Cheong-Pung-Myeong-Wall' rice, diversification of products, efficient usability of market agency, improvement of packing design, adequate advertisement, guarantee of 'Cheong-Pung-Myeong-Wall' rice taste and food safety, introduction of differentiated price by the producing region are required.

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냉감소재를 사용한 여름철 의류의 구매행동과 디자인 선호도 연구 (A Study on Clothing Purchasing Behaviors and Design Preference of Summer Clothes using Cooling Textiles)

  • 권은순;이미숙
    • 한국의상디자인학회지
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    • 제16권2호
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    • pp.55-70
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    • 2014
  • The purpose of this study was to investigate purchasing behaviors of summer clothes using cooling textiles and clothing design preference in summer season. The subjects were 623 married women aged from 30s to 60s. The research method was a survey and the measuring instruments consisted of purchasing behaviors of summer clothes using cooling textiles, clothing design preference in summer season, and subjects' demographics attributions. The data were analyzed by frequency analysis, multiple response analysis, cross tabs analysis, and $x^2$ test, using SPSS statistical program. The results were as follows. First, important clothing selection criteria were design, price, and textiles. The main items using cooling textiles that female consumers purchased were T-shirts, pants, and outdoor & sportswear. Main information sources of summer clothes using cooling textiles were internet and store display, and purchasing places were fashion outlet, internet, brand store, and department store. Second, female consumers most preferred comfortable and casual style. They mainly preferred white and blue color, pastel and pale tone, plain pattern, and cotton and functional materials in summer season. Third, there were many important differences among 4 age groups on purchasing behaviors of summer clothes using cooling textiles and design preference in summer season.

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경제성을 고려한 전기자동차 충전시스템과 배터리 교체형 시스템의 비교분석 연구 (A Study of Comparing and Analyzing Electric Vehicle Battery Charging System and Replaceable Battery System by Considering Economic Analysis)

  • 김시연;황재동;임종훈;송경빈
    • 전기학회논문지
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    • 제61권9호
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    • pp.1242-1248
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    • 2012
  • Electric vehicle usage is currently very low, but it will be increase with development of electric vehicle technology and a good government policy. Moreover in 2020, advanced electric vehicle manufacturing system will give high performance for its price and mass production. Electric vehicle will become widespread in Korea. From an operational and a planned viewpoint, the electric power demand should be considered in relation to diffusion of electric vehicles. This paper presents the impact of the various battery charge systems. A comparison is performed for electric vehicle charging methods such as, normal charging, fast charging, and battery swapping. In addition, economic evaluation for the replaceable battery system and the quick battery charging system is performed through basic information about charging Infrastructure installation cost. The results of the evaluation show that replaceable battery system is more economical and reliable in side of electric power demand than quick battery charging system.

혼합정수계획법을 이용한 천연가스(LNG) 산업의 자가발전소 건설에 대한 경제성 분석 (Economics of Self-Generation by Natural Gas Industry Using the Mixed Integer Program)

  • 이정동;변상규;김태유
    • 산업공학
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    • 제13권4호
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    • pp.658-667
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    • 2000
  • Seasonal variation of natural gas demand coupled with rigid and stable import pattern of gas represents the characteristic feature of the Korean Liquified Natural Gas(LNG) industry. This attribute has required a huge amount of investment for the construction of storage facility. Thus, to minimize the supply cost, it is legitimate to reduce storage requirement itself. In this study, we combine three alternative methods to deal with the storage requirement to minimize the supply cost. Those are (1) adding additional storage tanks, (2) inducing large firm customers, and (3) constructing gas-turbine self generation facilities. Methodologically, we employ the mixed integer program (MIP) to optimize the system. The model also consider demand and price-setting scheme in separate modules. From the results, it is shown that if alternatives are combined optimally, a number of storage tanks can be reduced substantially compared with the original capacity plan set by the industry authorities. We perform various sensitivity analyses to check the robustness of the results. The methodology presented in this study can be applied to the other physical network industry, such as hydraulics. The empirical results will shed some light on the rationalization of capacity planning of the Korean natural gas industry.

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광양항 활성화를 위한 포트얼라이언스 전략 (Port Alliance Strategy for Promotion of Gwangyang Port)

  • 이성우;최용석
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2006년도 추계학술대회 논문집(제1권)
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    • pp.235-240
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    • 2006
  • 글로벌 생산네트워크의 변화로 인해 광양항은 새로운 전략의 수립이 요구된다. 특히, 무역의 패턴이 중국, 일본, 한국을 포함한 아시아의 경제적 성장에 따라 동북아지역 집중됨에 따라 가격과 서비스 경쟁력을 가진 광양항은 동북아 포트얼라이언스의 요구에 대처해야하며, 변화하는 무역환경에서 다른 국가들과 경쟁해야 한다. 그러므로 본 연구의 목적은 광양항의 성장을 촉진하기 위한 포트얼라이언스 전략을 제안하는 것이다. 광양항의 물류비즈니스 모델에 대한 목적에 맞도록 동북아 포트얼라이언스의 진행방향과 중국과 일본의 대상 항만을 제공하였다.

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레이다 기반의 드론 탐지 기법 연구 (Research on the drone detection based on the radar)

  • 문민정;송경민;유수진;심현석;이우경
    • 한국위성정보통신학회논문지
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    • 제12권2호
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    • pp.99-103
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    • 2017
  • 오늘날 드론의 대중화와 드론 관련 산업의 확장 등으로 인하여 드론 보급이 민 군에 걸쳐 증가하였고, 이와 더불어 보안, 안전사고, 치안 안보 위협 등의 우려도 함께 커지고 있다. 드론은 크기가 작고 반사도가 낮은 재질로 되어 있어 일반적인 센서로는 탐지가 어려운 것으로 알려져 왔다. 이에, 드론으로 인해 발생하는 사건 및 사고를 예방하기 위해서는 드론의 탐지와 위험 요소에 대응할 수 있는 기술에 대한 연구가 선행되어야 한다. 본 논문에서는 드론 탐지 기법을 분류하였다. 또한 CW 레이다를 기반으로 한 드론 탐지 실험을 통해, 마이크로 도플러의 패턴을 분석하여 드론 탐지의 가능성을 제시한다.

스마트 그리드에 있어서 저장 장치를 고려한 최적 에너지 소비 스케줄링 : 게임 이론적 접근 (Optimal Energy Consumption Scheduling in Smart-Grid Considering Storage Appliance : A Game-Theoretic Approach)

  • 여상민;이덕주;김태구;오형식
    • 대한산업공학회지
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    • 제41권5호
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    • pp.414-424
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    • 2015
  • In this research, we consider a smart grid network of electricity with multiple consumers connected to a monopolistic provider. Each consumer can be informed the real time price changes through the smart meter and updates his consumption schedule to minimize the energy consumption expenditures by which the required power demand should be satisfied under the given real time pricing scheme. This real-time decision making problem has been recently studied through game-theoretic approach. The present paper contributes to the existing literature by incorporating storage appliance into the set of available household appliances which has somewhat distinctive functions compared to other types of appliances and would be regarded to play a significant role in energy consumption scheduling for the future smart grid. We propose a game-theoretic algorithm which could draw the optimal energy consumption scheduling for each household appliances including storage. Results on simulation data showed that the storage contributed to increase the efficiency of energy consumption pattern in the viewpoint of not only individual consumer but also whole system.