• 제목/요약/키워드: the Combination Data

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Forecasting Exchange Rates: An Empirical Application to Pakistani Rupee

  • ASADULLAH, Muhammad;BASHIR, Adnan;ALEEMI, Abdur Rahman
    • The Journal of Asian Finance, Economics and Business
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    • 제8권4호
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    • pp.339-347
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    • 2021
  • This study aims to forecast the exchange rate by a combination of different models as proposed by Poon and Granger (2003). For this purpose, we include three univariate time series models, i.e., ARIMA, Naïve, Exponential smoothing, and one multivariate model, i.e., NARDL. This is the first of its kind endeavor to combine univariate models along with NARDL to the best of our knowledge. Utilizing monthly data from January 2011 to December 2020, we predict the Pakistani Rupee against the US dollar by a combination of different forecasting techniques. The observations from M1 2020 to M12 2020 are held back for in-sample forecasting. The models are then assessed through equal weightage and var-cor methods. Our results suggest that NARDL outperforms all individual time series models in terms of forecasting the exchange rate. Similarly, the combination of NARDL and Naïve model again outperformed all of the individual as well as combined models with the lowest MAPE value of 0.612 suggesting that the Pakistani Rupee exchange rate against the US Dollar is dependent upon the macro-economic fundamentals and recent observations of the time series. Further evidence shows that the combination of models plays a vital role in forecasting, as stated by Poon and Granger (2003).

의료기관 장례급식 품질 향상을 위한 운영자와 구매자의 최적효용 도출 (Deduction on the Ideal Combination of Total Utility by Operator and Purchaser for Quality Improvement of Foodservice at Medical Center Funeral Halls)

  • 박문경;정윤희;이정윤
    • 한국식품영양학회지
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    • 제27권2호
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    • pp.310-317
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    • 2014
  • The purposes of this study were to identify the relative importance attributes, deduct the ideal combination of total utility and establish the marketing strategies for quality improvement of foodservice at funeral halls of medical centers. Data were collected using self-administered questionnaires from 102 funeral foodservice employees and 71 chief mourners or the bereaved. According to the results from a conjoint analysis, among foodservice employees at funeral hall, the relatively important attributes were 'taste (52.84%)', 'menu variety (24.419%)' and 'price (22.741%)'; among chief mourners or the bereaved, they were 'taste (50.004%)', 'price (31.388%)' and 'menu variety (18.008%)'. The ideal combination of total utility was different between funeral foodservice employees and chief mourners or the bereaved; it was higher among chief mourners or the bereaved (1.211) compared to funeral foodservice employees (1.169). Thus, there should an endeavor to improve the foodservice quality in funeral halls of medical centers through better taste, low price and similar menu variety.

Antibacterial Activity of Sophoraflavanone G Isolated from the Roots of Sophora flavescens

  • Cha, Jeong-Dan;Jeong, Mi-Ran;Jeong, Seung-Il;Lee, Kyung-Yeol
    • Journal of Microbiology and Biotechnology
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    • 제17권5호
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    • pp.858-864
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    • 2007
  • This study investigated the antibacterial activities of sophoraflavanone G from Sophora flavescens in combination with two antimicrobial agents against oral bacteria. The combined effect of sophoraflavanone G and the antimicrobial agents was evaluated using the checkerboard method to obtain a fractional inhibitory concentration(FIC) index. The sophoraflavanone G+ampicillin(AM) combination was found to have a synergistic effect against S. mutans, S. sanguinis, S. sobrinus, S. gordonii, A. actinomycetemcomitans, F nucleatum, P. intermedia, and P. gingivalis, whereas the sophoraflavanone G+gentamicin(GM) combination had a synergistic effect against S. sanguinis, S. criceti, S. anginosus, A. actinomycetemcomitans, F nucleatum, P. intermedia, and P. gingivalis. Neither combination exhibited any antagonistic interactions(FIC index>4). In particular, the MICs/MBCs for all the bacteria were reduced to one-half$\sim$one-sixteenth as a result of the drug combinations. A synergistic interaction was also confirmed by time-kill studies for nine bacteria where the checkerboard suggested synergy. Thus, a strong bactericidal effect was exerted through the drug combinations, plus in vitro data suggested that sophoraflavanone G combined with other antibiotics may be microbiologically beneficial rather than antagonistic.

고혈압 복합제 복용환자에서 동일계열약물 중복 현황 (Class duplication prescriptions in patients taking fixed-dose combination antihypertensives)

  • 구현지;이지원;최하은;제남경;정경혜
    • 한국임상약학회지
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    • 제32권2호
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    • pp.125-132
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    • 2022
  • Background: Fixed-dose combinations have the advantage of improving patient compliance, but may increase the risk of duplicate prescriptions. As the use of fixed-dose combination antihypertensives increases, it is necessary to investigate the current status of class duplication prescriptions (CDP) in patients taking fixed-dose combination antihypertensives in Korea and to identify factors associated with CDP. Methods: We conducted a retrospective observational study using nationally representative claim data. Hypertensive patients aged 20 years or older taking fixed-dose combination antihypertensives were extracted. Among these patients, patients with CDP were identified. A chi-square test was applied to determine the differences between patients with CDP and non-CDP. The associated factors of CDP were identified through multiple logistic regression. Results: Of the 74,165 patients who were prescribed fixed-dose combination antihypertensives, 426 patients (0.6%) with CDP were identified. The most common antihypertensive class associated with CDP was calcium channel blockers (194 patients, 45.5%), followed by angiotensin II receptor blockers (136 patients, 31.9%). Patients aged 75 years or older (odds ratio [OR] 1.83, 95% confidence interval [CI] 1.02-3.52), chronic kidney disease (OR 4.45, 95% CI 2.15-8.25), chronic heart failure (OR 2.71, 95% CI 1.93-3.72), coronary artery disease (OR 2.22, 95% CI 1.60-3.03) and Medical Aid/Patriots and Veterans Insurance (OR 1.49, 95% CI 1.04-2.07) were significantly associated with increased CDP. Conclusions: The factors associated with CDP were the elderly, comorbidities, and low socioeconomic status. Since CDP can result in negative clinical outcomes, active intervention by the pharmacist is warranted.

한우의 지방산 조성에 영향을 미치는 SREBPs와 FABP4의 유전자 조합 규명 (Major gene identification for SREBPs and FABP4 gene which are associated with fatty acid composition of Korean cattle)

  • 이제영;장지은;오동엽
    • Journal of the Korean Data and Information Science Society
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    • 제26권3호
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    • pp.677-685
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    • 2015
  • 인간의 질병 또는 가축의 경제적인 특성은 단일 유전자보다는 여러 유전자들의 상호작용에 의한 영향을 많이 받는다. 본 연구에서는 이러한 유전자들의 상호작용을 규명하기 위해 기존에 사용되었던 방법들의 단점을 보완한 에스엔피 하비스트 방법을 이용하였다. 사용된 유전자는 최근 한우의 육질에 영향을 미치는 지방산 조성과 깊은 연관이 있다고 밝혀진 단일염기다형성 중 SREBPs (g.3270+10274 C>T, g.13544 T>C)와 FABP4 (g.2634+1018 A>T, g.2988 A>G, g.3690 G>A, g.3710 G>C, g.3977-325 T>C, g.4221 A>G)이며, 경제형질은 한우의 맛과 향에 영향을 주는 올레인산, 불포화지방산, 근내지방도를 이용하였다. 먼저 에스엔피 하비스트 방법을 이용하여 경제형질에 영향을 주는 우수 유전자 조합을 찾은 뒤 다중인자차원축소방법을 이용하여 단일염기다형성 조합 내의 우수 유전자형도 함께 규명하였다.

역공학과 쾌속조형공정을 이용한 정형외과수술기법 개발에 관한 연구 (Investigation into the Development of Technology for Orthopeadic Surgery Utilizing Reverse Engineering and Rapid Prototyping Technology)

  • 안동규;이준영;양동열;한길영
    • 한국정밀공학회지
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    • 제21권6호
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    • pp.188-196
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    • 2004
  • The objective of this paper is to propose a new technology of the orthopaedic surgery using the combination of reverse engineering (RE) based on CT data and rapid prototyping (RP). The proposed technology utilizes symmetrical characteristics of the human body and capability of the combination of RE and RP, which rapidly manufactures three-dimensional parts from CT data. The original .stl data of injured extents are generated from the mirror transformation of .stl file fur uninjured extents. The physical shape before injuring is manufactured from RP using the original .stl data. Subsequently, pre-operative planning, such as a selection of proper implants, preforming of the implant, a decision of fixation locations and an insert position for the implant, an estimation of the invasive size, and pre-education of operators are performed using the physical shape. In order to examine the applicability and the efficiency of the proposed surgical technology, various case studies, such as a distal tibia commented fracture, a proximal tibia plateau fracture and an iliac wing fracture of pelvis, are carried out. From the results of case studies, it has been shown that the proposed technology is an effective surgical tool of the orthopaedic surgery reducing the operational time, the operational cost, the radiation exposure of the patient and operators, and morbidity. In addition, the proposed technology could improve the accuracy of operation and the speed of rehabilitation.

건축에서 공간형상의 체계적 구성논리를 적용한 모델화에 관한 연구 (A Study on Model applied to Logic of Systematic Composition on the Space and Shape in Architecture)

  • 이상화
    • 한국주거학회논문집
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    • 제10권2호
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    • pp.175-183
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    • 1999
  • This study aims at modeling the compositional method in the architectural space and shape. The composition of space is composed of the position and the area in space. Therefore these elements are established to the functional program applied at the behavioral data. The element of spatial structure is position and scale in space, and the composition of spatial shape is developed repitionally to the combination of build-up method. The functional program is being expertised and the scale in building being lager, the importance of functional program is increased. Applied at data of the functional program at spatial structure, the process is developed to the method of combination. The purpose of this study is approached at the degree of application in modeling on the compositional method in architectural space and shape, which is a fundamental aspect on the quantitative analysis of architectural space.

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남성 패션에 나타난 청색의 배색 특성 (The Characteristics of Blue Color Combination Shown in Men's Fashion)

  • 장정임;조주연;이연희
    • 복식문화연구
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    • 제17권2호
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    • pp.309-319
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    • 2009
  • This study's goal is to analyze the color characteristics of Blue used in men's fashion for design developing process. First, we researched the previous studies and examined documents about color characteristics of Blue in general as well as coloration in fashion design and men's fashion. We composed color samples by collecting two-color coloration used in men's fashion collection for 5 years from 2004 S/S to 2008 F/W through a specialized fashion information web-sites. We limited the colors from Blue Green(BG) to Purple Blue(PB). Second, we analyzed the characteristics of hue combination and tone combination. A total of 351 pictures were collected and RGB and HV/C value were converted with Munsell Conversion program(ver.8.0.1). Color data has been sorted to 10 hues and 12 PCCS tones. From this, we were able to figure out that similar/same hue coloration was used more than contrary hue coloration and similar/same tone coloration was used more than contrary tone coloration for Blue. We've limited Blue coloration characteristics of men's fashion to two-color coloration for an analysis; the succeeding study will need to examine on the characteristics of multi-coloration and detailed Blue coloration image by various garments.

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L1/L2 측정치 조합을 이용한 GPS 기준국간 반송파 미지정수 결정 기법 (Ambiguity Determination Technique for Multiple GPS Reference Stations using the Combination of L1/L2 Carrier Phase)

  • 박병운;송준솔;기창돈
    • 한국항행학회논문지
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    • 제15권5호
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    • pp.705-713
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    • 2011
  • 본 논문에서는 Network RTK 보정정보 생성 프로세스에서 핵심 process인 기준국간 미지정수 결정을 위해 Hatch filter를 이용한 방법과 L1/L2 측정치 조합을 활용하는 방법에 대해 소개하고 시뮬레이션 데이터 및 실측 데이터를 활용하여 그 성능을 비교 및 검증하였다. 각각의 방법에 대해 수식 전개를 수행하였으며, 사용자 성능 검증을 위해서 다중 기준국 네트워크에 대해 생성한 보정정보와 사용자 위치에서 생성한 보정정보의 차이값을 비교하였다. 각각의 기준국간 미지정수 결정 방법을 실측 데이터에 적용하여 사용자 성능을 예측한 결과, Hatch filter를 사용한 경우에는 단일 기준국 RTK 기반의 방법에 비해 다중 기준국 네트워크에서 생성된 보정정보를 사용하는 것이 사용자 성능을 크게 향상시키는 결과를 확인하였다. 그러나 사용자의 미지정수에 영향은 없으나, 상당한 크기의 바이어스 오차가 포함되는 것을 확인하였고 그 원인에 대해 분석하였다. L1/L2 측정치 조합을 이용한 경우, Hatch filter를 사용한 방법에 비해 사용자에 발생하는 오차의 크기가 훨씬 감소하였으며 잔차의 경향성도 훨씬 감소한 것을 확인하였다.

자동창고 시스템의 최적안 도출을 위한 모의실험적 연구 (A Simulation Study for Optimizing the Functionality of an Automated Storage and Retrieval System)

  • 김문기
    • 한국생산제조학회지
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    • 제23권5호
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    • pp.505-511
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    • 2014
  • The functional role of warehouses in modern industry is changing from an established concept of storage to a concept of circulation. The target of this study is to improve the stacker crane's efficiency for the internal operations of the Automated Storage and Retrieval System (AS/RS). Eight operating schemes are proposed under the combination of three conditions, namely, the storing method, the layout type, and the sequence of command execution. The moving distance of the stacker crane is calculated using the same gateway data through a simulation based on a C# program. The optimal operating scheme is proposed based on the analyzed simulation results. In conclusion, the combination of conditions of random storage, two-way type warehouse, and dual command execution elicits optimum results in travel efficiency for the stacker crane.