• 제목/요약/키워드: multiple model

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Effect of Social Norm on Consumer Demand: Multiple Constraint Approach

  • Choi, Sungjee;Nam, Inwoo;Kim, Jaehwan
    • Asia Marketing Journal
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    • 제22권1호
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    • pp.41-60
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    • 2020
  • The goal of the study is to understand the role of social norm in purchase decisions where demand is revealed in the form of multiple-discreteness. Consumers are socially engaged in various activities through the expectation from others in their community. Actions or decisions are likely to reflect this influence. This implicit or explicit social norm is revealed as the rules, regulations, and standards that are understood, shared, endorsed, and expected by group members. When consumers' decisions are in distance from the norm, they come to face discomfort such as shame, guilt, embarrassment, and anxiety. These pressure act as a constraint as opposed to utility in their decision making. In this study, the effect of social norms on consumer demand is captured via multiple constraint model where constraints are not only from budget equation but also from psychological burden induced by the deviation from the norm. The posterior distributions of model parameters were estimated via conjoint study allowing for heterogeneity via hierarchical Bayesian framework. Individual characteristics such as age, gender and work experience are also used as covariates for capturing the observed heterogeneity. The empirical results show the role of social norm as constraint in consumers' utility maximization. The proposed model accounting for social constraint outperforms the standard budget constraint-only model in terms of model fit. It is found that people with longer job experience tend to be more robust and resistant to the deviation from the norm. Incorporating social norm into the utility model allows for another means to disentangle the reason for no-purchase as 'not preferred' and 'not able to buy'.

Multiple Comparisons With the Best in the Analysis of Covariance

  • Lee, Young-Hoon
    • Journal of the Korean Statistical Society
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    • 제23권1호
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    • pp.53-62
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    • 1994
  • When a comparison is made with respect to the unknown best treatment, Hsu (1984, 1985) proposed the so called multiple comparisons procedures with the best in the analysis of variance model. Applying Hsu's results to the analysis of covariance model, simultaneous confidence intervals for multiple comparisons with the best in a balanced one-way layout with a random covariate are developed and are applied to a real data example.

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차세대 고속열차 성능해석 모델 개발 (A study on Development of train performance analysis model for the high-speed electric multiple unit 400km/h experimental)

  • 이태형;박춘수;김영국;최성훈;김상수;한인수
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2008년도 추계학술대회 논문집
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    • pp.524-528
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    • 2008
  • The HEMU-400X(High-speed Electric Multiple Unit 400km/h eXperimental) project starts in 2007. It is required to analysis and simulate the train performance throughout the project life cycle for a successful completion of the project. This paper is devoted to the development of a train performance analysis model for the high-speed electric multiple unit 400km/h experimental. The model consist of running resistance model, train model, traction model and braking model. So, this paper represents the results of the train performance analysis.

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다중 개체 모형을 적용한 기록관리 메타데이터 표준 사례분석 (A Case Study on Recordkeeping Metadata Standard Applying Multiple Entities)

  • 이주연
    • 한국기록관리학회지
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    • 제10권2호
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    • pp.193-214
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    • 2010
  • 최근 메타데이터 표준의 국제적 흐름은 기록을 둘러싼 다양한 맥락정보를 개체로 설정하고 이들 각 개체 간의 다양한 관계를 보여주는 다중 개체 모형의 적용이다. 이에, 이 논문에서는 다중 개체 모형을 적용한 기록관리 메타데이터의 표준인 ISO 23081-2, 호주, 뉴질랜드, 호주의 뉴사우스웨일즈주, 퀸즈랜드주, 사우스오스트레일리 아주 표준의 특징을 비교 분석하였다. 분석은 1) 적용범위, 2) 개체수, 3) 개체 내 카테고리, 4) 요소 설계 방법을 중심으로 비교하고, 다중 개체에 있어서 가장 핵심인 관계(relationship) 개체가 어떻게 구현될 수 있는지, 실제 사례를 통해 살펴본다. 마지막으로 앞선 분석을 통해 다중 개체 모형을 적용하여 표준을 제정 할 때 고려해야 할 몇 가지 사항들을 정리해 본다.

Bayesian Analysis for Multiple Capture-Recapture Models using Reference Priors

  • Younshik;Pongsu
    • Communications for Statistical Applications and Methods
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    • 제7권1호
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    • pp.165-178
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    • 2000
  • Bayesian methods are considered for the multiple caputure-recapture data. Reference priors are developed for such model and sampling-based approach through Gibbs sampler is used for inference from posterior distributions. Furthermore approximate Bayes factors are obtained for model selection between trap and nontrap response models. Finally one methodology is implemented for a capture-recapture model in generated data and real data.

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다중 Kompsat-2 영상으로부터 생성된 DEM 정확도 분석 (DEM Generation and Accuracy Comparison from Multiple Kompsat-2 Images)

  • 이수암;정재훈;이태윤;김태정
    • 대한원격탐사학회지
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    • 제27권1호
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    • pp.51-58
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    • 2011
  • 원격탐사 위성 영상의 발전으로 인해 위성에서 취득된 영상을 이용하여 DEM을 제작하는 연구가 계속 진행되고 있다. 본 논문에서는 2개 이상의 Kompsat-2 영상을 이용하여 이를 이용하여 DEM을 제작한다. DEM의 제작에 앞서 궤도-자세각 모델과 RFM 모델을 사용하여 두 장의 영상과 다중 영상에 센서모델을 수립한 경우 3차원 위치결정 정확도 비교를 수행하였다. 또한 수립된 센서모델을 이용하여 객체공간 기반의 영상정합을 수행하였으며, 제작된 DEM을 통해 사용된 영상의 개수에 따른 분석 및 센서 모델별 정확도를 판단했다. 수행결과 다중영상을 사용하여 센서모델을 한 경우 더 높은 위치 정확도가 나왔음을 확인할 수 있었다. 또한 다중영상을 사용하여 제작된 DEM이 스테레오영상을 사용한 것 보다 더 높은 정확도를 가지며, 육안으로 판단할 경우에도 큰 오차들이 줄어 더 좋은 결과를 보여줌을 확인할 수 있었다.

Multiple model switching adaptive control for vibration control of cantilever beam with varying load using MFC actuators and sensors

  • Gao, Zhiyuan;Huang, Jiaqi;Miao, Zhonghua;Zhu, Xiaojin
    • Smart Structures and Systems
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    • 제25권5호
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    • pp.559-567
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    • 2020
  • Vibration at the tip of various flexible manipulators may affect their operation accuracy and work efficiency. To suppress such vibrations, the feasibility of using MFC actuators and sensors is investigated in this paper. Considering the convergence of the famous filtered-x least mean square (FXLMS) algorithm could not be guaranteed while it is employed for vibration suppression of plants with varying secondary path, this paper proposes a new multiple model switching adaptive control algorithm to implement the real time active vibration suppression tests with a new multiple switching strategy. The new switching strategy is based on a cost function with reconstructed error signal and disturbance signal instead of the error signal from the error sensor. And from a robustness perspective, a new variable step-size sign algorithm (VSSA) based FXLMS algorithm is proposed to improve the convergence rate. A cantilever beam with varying tip mass is employed as flexible manipulator model. MFC layers are attached on both sides of it as sensors and actuators. A co-simulation platform was built using ADAMS and MATLAB to test the feasibility of the proposed algorithms. And an experimental platform was constructed to verify the effectiveness of MFC actuators and sensors and the real-time vibration control performance. Simulation and experiment results show that the proposed FXLMS algorithm based multiple model adaptive control approach has good convergence performance under varying load conditions for the flexible cantilever beam, and the proposed FX-VSSA-LMS algorithm based multiple model adaptive control algorithm has the best vibration suppression performance.

차세대 고속열차 주행성능해석 (Running Performance Analysis for the High-speed Electric Multiple Unit 400km/h Experimental)

  • 이태형;박춘수;한인수;최성훈;김상수
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2009년도 하계학술대회 논문집
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    • pp.478-479
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    • 2009
  • The HEMU-400X(High-speed Electric Multiple Unit 400km/h eXperimental) project starts in 2007. It is required to analysis and simulate the train performance throughout the project life cycle for a successful completion of the project. This paper is devoted to the development of a train performance analysis model for the high-speed electric multiple unit 400km/h experimental. The model consist of running resistance model, train model, traction model and braking model. So, this paper represents the results of the train performance analysis.

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기동 표적 추적을 위한 GA 기반 IMM 방법 (GA-Based IMM Method Using Fuzzy Logic for Tracking a Maneuvering Target)

  • Lee, Bum-Jik;Joo, Young-Hoon;Park, Jin-Bae
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2002년도 춘계학술대회 및 임시총회
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    • pp.166-169
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    • 2002
  • The accuracy in maneuvering target tracking using multiple models is caused by the suitability of each target motion model to be used. The interacting multiple model (IMM) algorithm and the adaptive IMM algorithm require the predefined sub-models and the predetermined acceleration intervals, respectively, in consideration of the properties of maneuvers to construct multiple models. In this paper, to solve these problems intelligently, a genetic algorithm (GA) based-IMM method using fuzzy logic is proposed. In the proposed method, a sub-model is represented as a set of fuzzy rules to model the time-varying variances of the process noises of a new piecewise constant white acceleration model, and the GA is applied to identify this fuzzy model. The proposed method is compared with the AIMM algorithm in simulations.

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DUST AROUND HERBIG AE/BE STARS

  • Suh, Kyung-Won
    • 천문학회지
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    • 제44권1호
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    • pp.13-21
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    • 2011
  • We model dust around Herbig Ae/Be stars using a radiative transfer model for multiple isothermal circumstellar dust shells to reproduce the multiple broad peaks in their spectral energy distributions (SEDs). Using the opacity functions for various types of dust grains at different temperatures, we calculate the radiative transfer model SEDs for multiple dust shells. For eight sample stars, we compare the model results with the observed SEDs including the Infrared Space Observatory (ISO) and AKARI data. We present model parameters for the best fit model SEDs that would be helpful to understand the overall structure of dust envelopes around Herbig Ae/Be stars. We find that at least four separate dust components are required to reproduce the observed SEDs. For all the sample stars, two innermost dust components (a hot component of 1000-1500 K and a warm component of 300-600 K) with amorphous silicate and carbon grains are needed. Crystalline dust grains (corundum, forsterite, olivine, and water ice) are needed for some objects. Some crystalline dust grains exist in cold regions as well as in hot inner shells.