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Robustní konjunkční analýza×Konstruktová analýza×
OborStatistikaPlánování experimentů
RodinaLatent structureHypothesis test
Rok vzniku1990s–2000s1978
TvůrceAdaptations developed by robust statistics researchers building on Green and Srinivasan's conjoint frameworkPaul E. Green & V. Srinivasan
TypPreference decomposition / stated preferenceDecomposition-based utility estimation
Původní zdrojCroux, C., Filzmoser, P., & Oliveira, M. R. (2007). Algorithms for Projection-Pursuit Robust Principal Component Analysis. Chemometrics and Intelligent Laboratory Systems, 87(2), 218–225. DOI ↗Green, P.E. & Srinivasan, V. (1978). Conjoint analysis in consumer research: Issues and outlook. Journal of Consumer Research, 5(2), 103–123. DOI ↗
Další názvyrobust CA, outlier-resistant conjoint analysis, robust stated preference analysisCBC conjoint, choice-based conjoint, adaptive conjoint analysis, full-profile conjoint
Příbuzné46
ShrnutíRobust conjoint analysis decomposes respondent preferences for multi-attribute products or services into part-worth utilities while guarding against the distorting influence of outlying ratings or unusual respondents. It adapts classical conjoint estimation with robust regression or robust aggregation techniques so that conclusions about attribute importance remain trustworthy even when a minority of evaluations deviate markedly from the majority.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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ScholarGatePorovnat metody: Robust Conjoint Analysis · Conjoint Analysis. Získáno 2026-06-15 z https://scholargate.app/cs/compare