• Title/Summary/Keyword: Logit model

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AN EMPIRICAL TEST OF THE BLENDING LOGIT MODEL (혼성 "로-짓" 모형의 검정)

  • 구자홍
    • Journal of Korean Society of Transportation
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    • v.1 no.1
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    • pp.82-103
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    • 1983
  • 본 연구는 1980년 Moses-Anas에 의해 제안된 $\ulcorner혼성로-짓모형\lrcorner$의 유효성을 서울 시의 출근통행실태 자료를 이용하여 검증하기 위한 것으로, $\ulcorner혼성로-짓모형\lrcorner$에 의한 추정 결과와 $\ulcorner전통적로-짓모형\lrcorner$에 의한 추정결과를 통계적 시점에서 상호 비교하였다. 이용된 자료는 1981년6월10일부터 6월16일까지 일주일간의 출근통행실태자료이며 조사표본수는 약 2000여 표본이었다. $\ulcorner혼성로-짓모형\lrcorner$에 의한 추정결과는 $\ulcorner전통적로-짓모형\lrcorner$ 에 의한 경 우보다 통계적으로 우월한 것으로 나타났으며, 특히 통행시간 및 통행비용에 대한 선택확률 의 탄력성은 $\ulcorner혼성모형\lrcorner$에 의해 추정된 결과가 더욱 합리적인 것으로 판명되었다.

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A Study on the Disturbing Factors in University's Hospital Reengineering Project (한 대학병원 종사자들이 인지하는 병원경영혁신의 장애 요인)

  • Nam, Eun-Woo;Van, Myeong-Kyu
    • Korea Journal of Hospital Management
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    • v.1 no.1
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    • pp.136-153
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    • 1996
  • The purpose of this study is to identify the factors hindering hospital reengineering project in one university hospital. The data was collected by the self-administered Questionnaire to 288 members of the hospital in Pusan on April 5-18, 1996. This study took some statistical methodologies, such as descriptive analysis, factor analysis and logit model analysis. The results were as follows; First, in the descriptive analysis for whether the hospital reengineering named RUSH94 was a success or not, the subjects judged that it was not successful and regarded their fable mutual communication as the main factor. Second, in the reason of failure at the reengineering project, the group who thought that the failure factor was the lack of mutual consensus checked the scores of the first factor produced from the factor analysis.

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Statistical Analysis on the Measurement of the Image Quality of G3 facsimile (국내 G3 팩시밀리 화상품질에 관한 통계 분석)

  • Lee, Sung Duck;Kwon, Sehyg
    • Journal of Korean Society for Quality Management
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    • v.23 no.2
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    • pp.1-9
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    • 1995
  • Two user groups, expert and non-expert, are sampled to measure the image quality of G3 facsimile. A ITU-TS tset chart No. 2 has been transmitted among some selected cities and evaluated by user groups. Their subjective evaluation to the image quality is quantified by Mean Opinion Score method. There is highly significant difference in the image quality between expert and non-expert. From modified logit model, it is concluded that there is no significance in two considered factors, the effects of the number of links and transmission time. The derived percent curves show that 80% of non-experts(90% of expert) is considering the image quality of G3 facsimile "fair, good, or excellent".

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A Behavioral Analysis of automobil users apply consection toll theory (교통혼잡비용 적용에 따른 승용차 형태분석에 관한 연구)

  • 박창호;진삼현
    • Journal of Korean Society of Transportation
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    • v.12 no.4
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    • pp.131-151
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    • 1994
  • An investigation is given to a behavioral analysis of automobile users applying congestion toll theory for the purpose of maintaining the efficiency of transportation system. A case study is performed for the city of Seoul, where modal split behavior of automobile user groups is analysed in various level of congestion toll. Automobile users are grouped with respect to their income levels and work shift times. Automobile user behavior is then explained against the field data. A Logit-type model is applied for modal split changes through the application of congestion toll. It is found in the case study that the users in the monthly income bracket of 1.0~1.5 million won is the most predictable group whose work travel time begins 7:00~9:00 a.m. It is also found in the study that 1,000~1,500 won of congestion toll whould reduce the auto use as much as 5%.

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Determination of engineering characteristic values by quality function deployment (품질 기능 전개를 통한 대용 특성값의 결정 방법)

  • 변은신;염봉진
    • Korean Management Science Review
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    • v.13 no.3
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    • pp.91-104
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    • 1996
  • The basic idea of Quality Function Deployment(QFD) is to deploy the voice of customers into the final product through product planning, part planning, process planning, and manufacturing. In the product planning stage, which is the first stage of product development, customer attributes(CAs) are translated into engineering characteristics(ECs). Then, based on the relationship between CAs and ECs, the target values of ECs are determined. In the previous research, the process of analyzing these relationships is mostly subjective in nature. In this article, we formulate the process of determining the target values of ECs as an optimization model. That is, we first determine the relationship between CAs and ECs as cumulative logit models and construct constraints into which the company strategy as well as the needs of customers can be incorprated. Next, cost functions of ECs are developed, which are summed into an objective function. An algorithm to solve the formulated optimization problem is developed and illustrated with an example.

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Dynamic Interaction of Performance Information and Word-of-Mouth in Film Industry (영화공급사슬 내 성과정보와 입소문 효과의 동적상호작용에 대한 연구)

  • Lee, Wonhee
    • Korean Management Science Review
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    • v.32 no.2
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    • pp.125-143
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    • 2015
  • When studying the film industry, researchers have seldom addressed the dynamic interaction between marketing information and word of mouth in the motion picture industry mainly because of the limitation of traditional research methodologies. This study explores integration and competition among important variables influencing on audience's choice on movie selection, particularly by using a new method of agent-based modeling including competitive environment. Decision process of moviegoer composed of transition probability based on multinomial logit model, considering marketing and box-office information, critique, and word of mouth from other moviegoers. After validating the fitness of market share among released movies, this study conducted a set of simulation experiments considering several variables such as market size, change of weight between variables, and movie performance under competition. Propositions are derived from the simulation results is also suggested for future research.

The Study on Traffic Accident of Commercial Vehicle using Odered Logit Model (순서형 로짓모형을 이용한 화물차 운전자 사고 특성에 관한 연구)

  • Yoon, Byoung-Jo;Ko, Eun-Hyeck;Yang, Sung-Ryong
    • Proceedings of the Korean Society of Disaster Information Conference
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    • 2016.11a
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    • pp.265-266
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    • 2016
  • 본 연구에서는 수집된 자료에서 화물차 교통사고를 분류하고 계절과 기상상태, 도로유형, 법규위반, 사고유형 측면에서 각각의 변수들이 사고 심각도에 미치는 영향을 파악함으로써 유의하게 화물차 교통사고 심각도를 높이는 요인을 분석하고자 하였다. 화물차 사고는 가을의 경우 사고 심각도의 오즈비가 1.23배로 증가하고, 안개가 꼈을 경우 사고 심각도는 16.49배 증가하는 것으로 나타났다. 법규위반, 도로형태, 사고유형 등 여러 요인에 의한 사고 위험도가 증가했지만 특히 도로 외 이탈로 인한 추락사고에서 사고 위험도가 크게 나타났으며 전도전복으로 인한 사고 위험도도 큰 것으로 나타났다.

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Analysis on the Competition in the Saturated Residential Broadband Access Market: Using stated consumer preference data (컨버전스 접속 서비스와 부가서비스 신규 도입시 댁내 브로드밴드 접속 서비스시장의 미래 경쟁 분석)

  • Koh Dae-Young;Kim Yoen-Bae;Lee Jeong-Dong
    • Journal of Korea Technology Innovation Society
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    • v.8 no.3
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    • pp.1060-1086
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    • 2005
  • In this paper, we attempt to predict the future of broadband access market where new convergence access technologies and additional services are introduced, based on consumer preferences. Conjoint analysis and mixed logit model is used for estimation, From the results, consumers value convergence access technologies such as PLC and wireless LAN, and TV-related service, However, valuation on new beneficial features of convergence access technologies is not enough to overcome their technological inferiorities in data transfer speed and quality stability at current technological stage, Additionally, consumer preferences are so heterogeneous that differentiated business strategies are required, Finally, some managerial and policy implications are presented.

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A Study on Industrial Accident Cases by an Application of Correlation Analysis (상관분석을 응용한 산업재해 사례요인의 고찰)

  • 정국삼;홍광수
    • Journal of the Korean Society of Safety
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    • v.14 no.1
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    • pp.141-149
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    • 1999
  • At present time, industrial accidents statistics are used as the basic data of the policy to prevent industrial accidents and the plan to applicate the industrial accident insurance. But this statistical data is not sufficient for the effective safety management because it is the expression of the itemized distribution and the frequency for the whole cases. This study tried to correlational analysis for each causes by defining investigational items as their accident parameters. The correlational analysis, between the unsafe action and status and their relational causes, was performed to analyze the occurrence causes of industrial accident. And to assume the severity of accident, the correlativity and independency between causes and direct causes which are defined hospital days subordinate parameter were analyzed. In addition, this study expressed numerically the effectiveness of subordinate parameters depended on the level of independent parameter by presenting the predictive model between dependent parameter and independent parameter, which have the categorical parameter, through the Logit analysis method.

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The Effect of Rural Tourism Village Visitors' Selection Attributes toward Satisfaction and Revisit Intention (농촌체험마을 방문객 선택속성에 대한 만족과 재방문의사에 미치는 영향)

  • Kim, Bo-Kyun;Son, Ho-Gi;Lee, Myung-Suk;Park, In-Hwan
    • Journal of Agricultural Extension & Community Development
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    • v.18 no.3
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    • pp.531-550
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    • 2011
  • This study aims to examine the Visitor's selection attributes and types of preference regarding Rural Theme Village, and gather useful information for establishing differentiated marketing strategies suitable for market segments by the Visitor's selection attributes. In addition, it will contribute to securing competitiveness in providing Visitors with better service by extracting differentiating factors of Rural Theme Villages, and exploring the right direction of Rural Tourism. For the empirical analysis, the attributes were extracted based on the preliminary studies, and a survey was conducted among Visitors and users of Rural Theme Village to examine such factors as importance of selection attributes status, motives of using such Rural Theme Villages, demographic characteristics, and general features of the Rural Theme Villages.