• 제목/요약/키워드: Multiple regression equation

검색결과 487건 처리시간 0.057초

국적선사의 경쟁력 강화를 위한 한중정기항로 활성화 방안에 대한 실증연구 (An Empirical Study on the Activation Approach for the Competitive Power of Korean Shipping Company in the Korea-China Liner Routes)

  • 이용호
    • 한국항해항만학회지
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    • 제27권2호
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    • pp.163-170
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    • 2003
  • 본 연구는 한중정기항로에서 국적선사 활성화 방안에 관한 실증연구이다. 본 연구를 위하여 한중항로의 국적정기선사, 중국적 정기선사, 3국적 정기선사 등의 종사자에 실문지 500매를 배포하여 290매 회수하였으며, 한중정기항로 국적선사 활성화 요인과 물동량 증대효과의 관련성을 검증하기 위하여 먼저, 설문문항의 신뢰성(Reliability)은 크론바하 알파(Cronbach's Alpha)에 의한 내적 일관성 검사법을 통하여 검정하였고, 독립변수의 구성타당성(Construct Validity)을 검정하기 위해서 변수들이 선형결합이라는 가정 하에 요인을 추출하는 주성분 법(Principal Components)을 이용한 요인분석(Factor Analysis)을 실시하였다. 그리고 연구가설을 검증하기 위하여 다변량 회귀분석(Multiple Regression Analysis)을 실시하였다.

제주국제공항에서의 항공기 소음 예측에 관한 고찰 (A Study on the Prediction of Aircraft Noise Level at Jeju International Airport)

  • 이준호;이기호
    • 한국환경과학회지
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    • 제23권3호
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    • pp.387-397
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    • 2014
  • This study is carried out to propose an empirical equation which can promptly predict the aircraft noise level at a specific point (a receptor) near Jeju international airport by using the information of the flight path data. For this purpose, Analyses of multiple linear regression with the slant distances (SD) calculated from the gate analyses of the flight path data, aircraft noise certification levels with unit of EPNL(effective perceived noise level) and noise levels measured at receptors are performed by SPSS package. From these regression analyses for approach and departure of aircraft, we can propose empirical equations which is statistically significant. The noise levels predicted by these empirical equations are highly correlated the measured data.

여행비용접근법을 통한 대구 우방타워랜드의 편익가치 측정 (Estimation of Users대 Benefit Value for Woobang Tower Land in Taegu Using Travel Cost Method)

  • 김수봉;심애경;권기찬
    • 한국환경과학회지
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    • 제10권3호
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    • pp.173-178
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    • 2001
  • The aim of this paper is to evaluate users benefit values of theme park using Travel Cost Method with special reference to Woobang Tower Land in Taegu for the estimation of economic values. This research is mainly based on questionnaire survey of 100 users of the theme park. Socio-economic factors such as income, year of education, annual income, age and money(travel cost) are analysed from 5 residential areas of the respondents. Multiple regression analysis was used for the evaluation of annual number of park visitings based on the analysis. The regression model shows NV = $\alpha$+$\beta_1$TC+$\beta_2$INC+$\beta_3$EDU+$\beta_4$AGE (NV : Annual Number of Visitings, TC : Travel Cost, INC : Annual Income, EDU : Years of Education, AGE : Age). Regarding to visitors demand curve based on the equation showed that annual economic values of Woobang Tower Land was estimated as 50billion Korean Won.

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컴퓨터 시뮬레이션에 의한 콘크리트 교량난간의 동적거동 분석 (Dynamic Analysis of Concrete Rigid Barriers by Computer Simulation)

  • 김재일;안재석;박진환;우광성
    • 한국전산구조공학회:학술대회논문집
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    • 한국전산구조공학회 2004년도 봄 학술발표회 논문집
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    • pp.217-224
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    • 2004
  • This paper proposed a new impact equation by analyzing the form of the proposal section 1 and section 2 proposed by Korea Highway Corporation, F-type, NJ-type and SS-type with HVOSM program Because the impact equation proposed by Ministry Construction & Transportation(1992) considered an only impact velocity, the values of impact loads calculated by HVOSM program are 21.5∼44 times as large as those using equation of MCT. The values of HVOSM program are 1.4 times as large as those of Olson's model because Olson's equation consider impact vehicle, impact velocity and impact angle. But, it does not consider geometric characters, while HVOSM program considers characters. Considering the shapes of sections and the conditions of colliding, HVOSM program can calculate imuact load. As Multiple Regression Analysis is conducted with the calculated values, the R² values of the proposed equations are 0.984 in SB1∼SB3 and 0.958 in SB4∼SB6. After all, the equation proposed in this study have better results than Olson's equation.

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동적 모형에 의한 예측치의 정도 향상에 관한 연구 (A Study on increasing the fitness of forecasts using Dynamic Model)

  • 윤석환;윤상원;신용백
    • 산업경영시스템학회지
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    • 제19권40호
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    • pp.1-14
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    • 1996
  • We develop a dynamic demand forecasting model compared to regression analysis model and AutoRegressive Integrated Moving Average(ARIMA) model. The dynamic model can apply to the current dynamic data to forecasts through introducing state equation. A multiple regression model and ARIMA model using given data are designed via the model analysis. The forecasting fitness evaluation between the designed models and the dynamic model is compared with the criterion of sum of squared error.

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미계측유역의 일유출량 추정을 위한 탱크모형 매개변수의 회귀식 산정(수공) (A Regression Equation of Tank Model Parameters for Daily Runoff Estimation in a Region with Insufficient Hydrological Data)

  • 김선주;김필식;윤찬영
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 2000년도 학술발표회 발표논문집
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    • pp.412-418
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    • 2000
  • The purpose of this study is estimation of daily runoff in the watershed with insufficient hydrological data using tank model. In order to estimate, twentysix watersheds were selected to calibrate tank model parameters that were defined by a trial and error method. Results were correlated with characteristics of watershed. Relationships between the parameters and the watershed characteristics were derived by a multiple regression analysis. The simulation results were in agreement with the observed data.

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한강 유역의 형태학적 특성과 강우-유출의 상관분석 (Morphometric Characteristics and Correlation Analysis with Rainfall-runoff in the Han River Basin)

  • 이지행;이웅희;최흥식
    • 대한토목학회논문집
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    • 제38권2호
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    • pp.237-247
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    • 2018
  • 유역 특성은 유역과 하도망의 지형학적인 구성에 대한 특성을 반영하는 것으로 유출 특성에 영향을 준다. 본 연구에서는 유역의 형태학적 특성과 유출의 관계를 분석하기 위해 한강 유역의 19개 하천의 27개 지점을 대상으로 유역 형태학적 특성을 Arc-map을 이용하여 구하였다. 하천 형태학적 특성은 선형, 면적, 기복 측면으로 구분하여 산정하였고, 강우에 의한 유역의 반응인 연평균 유출률은 실측 강수량과 유출량 자료를 이용하여 산정하였다. 각각의 형태학적 매개변수에 대한 상관을 도식화하고, 상관특성을 분석하였다. 길이비, 형상계수, 형상인자, 면적비, 기복비, 함몰도에 의한 연간 유출률에 대한 다중 회귀분석식을 제시하였고, 결정계수는 0.691로 나타났다. 실측과 회귀분석식에 의해 계산된 연간 유출률과의 RMSE와 MAPE는 각각 0.09, 11.61%로 나타나 비교적 정확히 예측하였다.

전통시장 지원사업과 경쟁 강도가 점포매출액과 방문고객 수에 미치는 영향 (The Effects of Traditional Market Support Projects and Competition Intensity of Stores on Store Sales and Number of Visitors)

  • 이철성
    • 유통과학연구
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    • 제17권3호
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    • pp.97-105
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    • 2019
  • Purpose - The purpose of this study is to investigate the effect of the government support project on traditional market and the interaction effect between the government support project and the competition intensity. Therefore, this study focuses on the competition intensity of individual stores in traditional markets, unlike the traditional research flow, which is beyond the competitive structure of traditional markets and large retailers. Research design, data, and methodology - This study is based on the data of 'Statistics of Traditional Market in 2017'. In this study, a multiple regression equation was constructed using the number of government support projects as an independent variable, competition intensity as an interaction, and sales per store, number of customers per store as a dependent variable for analysis. A multiple regression equation was constructed for the main effect analysis. To investigate the effect of the interaction, cohen(1980)'s regression equation and two-way ANOVA were used. Results - First, according to this study, the traditional market participated in the government support project showed that the sales and the number of visitors per store in the traditional market were higher than those in the non-participation market. Second, the impact of government support projects on sales per store(also number of visiting customers per store) can be different depending on the competition intensity. More specifically, if the market is politically supported by a market with a high level of competition, it may be more effective than the market with no support. Conclusions - Based on the results of the study, we suggested academic and practical implications and suggested that competition intensity of stores in the traditional market should be considered in the future. The implications of this study are as follows. First, the effects of the government's traditional market support project were analyzed empirically. Second, this study is different from the previous studies in that it examined the competitive strengths and the effects of individual stores in traditional markets, away from competition between traditional market and large retailers. Third, it provided practical implications for the operation of government support projects.

都市河川 覆蓋區間내 橋脚으로 인한 背水影響의 實驗的 硏究 (An Experimental Study of Backwater Effects Caused by Piers in the Covered Reach of Urban Streams)

  • 윤용남;안재현;김진관
    • 물과 미래
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    • 제29권3호
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    • pp.143-152
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    • 1996
  • 도시하천의 복개구간내 흐름의 수리는 복개슬라브를 지지하는 말뚝군 주위에 발생하는 과류의 중첩 및 간섭효과 때문에 대단히 복잡하다. 본 연구에서는 말뚝군의 여러 가지 배치에 따른 배수위 상승효과를 정량적으로 산정하기 위한 방법을 제안하기 위해 광범위한 실험적 연구를 수행하였다. 배수위 상승을 지배하는 인자로는 말뚝군으로 인한 흐름단면의 축소율과 흐름의 Froude 수, 흐름 방향으로의 말뚝군 간격, 복개구간의 총길이 등으로 밝혀졌다. 흐름방향에 직각인 방향으로 교각을 설치한 경우 단면 축소율과 흐름의 Froude수가 배수위 상승에 미치는 영향을 분석하였으며 배수위 상승량의 산정을 위한 다중회귀분석식을 도출하였다. 흐름의 횡방향 및 종방항으로 배치시킨 말뚝군이 배수위 상승에 미치는 영향도 단면 축소율, 흐름의 Froude 수, 흐름방향의 말뚝간 간격 및 복개구간의 총길이 등의 항으로 분석하였으며, 실험자료의 다중회귀분석에 의해 이들 영향인자를 사용하여 배수위 상승률을 산정할 수 있는 경험식을 도출, 제안하였다.

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