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이산 선택 시뮬레이션×컨조인트 분석×
분야시뮬레이션실험설계
계열Process / pipelineHypothesis test
기원 연도1974 (McFadden's Nobel-cited logit); simulation extensions throughout 1990s–2000s1978
창시자Daniel McFadden (random utility theory); Kenneth Train (simulation methods)Paul E. Green & V. Srinivasan
유형Discrete choice modelling with Monte Carlo simulationDecomposition-based utility estimation
원전Train, K.E. (2009). Discrete Choice Methods with Simulation (2nd ed.). Cambridge University Press. DOI ↗Green, P.E. & Srinivasan, V. (1978). Conjoint analysis in consumer research: Issues and outlook. Journal of Consumer Research, 5(2), 103–123. DOI ↗
별칭stated preference simulation, SP simulation, revealed preference modelling, Ayrık Seçim Simülasyonu (Stated Preference / SP Simulation)CBC conjoint, choice-based conjoint, adaptive conjoint analysis, full-profile conjoint
관련56
요약Discrete choice simulation is a behavioural modelling method — grounded in random utility theory formalised by Daniel McFadden in the 1970s and extended to simulation-based estimation by Kenneth Train — that estimates how individuals choose among mutually exclusive alternatives and then uses those estimated preference parameters to forecast how choice shares would shift under hypothetical policy or market scenarios. It is the dominant quantitative tool in transport demand analysis, health economics, environmental valuation, and marketing research.Conjoint analysis is a preference-measurement technique that decomposes overall product evaluations into the separate utility values — called part-worths — that respondents assign to each attribute level. Formalised by Green and Srinivasan in their seminal 1978 Journal of Consumer Research paper, the method has become the dominant tool in marketing research and product design for quantifying what buyers truly trade off when they choose between options.
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