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Modello di Plackett-Luce×Modello di Bradley-Terry×Multinomial Logit×
CampoProcesso decisionaleProcesso decisionaleEconometria
FamigliaRegression modelRegression modelRegression model
Anno di origine197519521974
IdeatoreRobin Plackett; R. Duncan LuceRalph Bradley & Milton TerryMcFadden
TipoProbabilistic ranking modelProbabilistic paired comparison modelMultinomial logistic regression
Fonte seminalePlackett, R. L. (1975). The analysis of permutations. Journal of the Royal Statistical Society: Series C, 24(2), 193–202. DOI ↗Bradley, R. A., & Terry, M. E. (1952). Rank analysis of incomplete block designs: I. The method of paired comparisons. Biometrika, 39(3/4), 324–345. DOI ↗McFadden, D. (1974). Conditional Logit Analysis of Qualitative Choice Behavior. In P. Zarembka (Ed.), Frontiers in Econometrics (pp. 105-142). Academic Press. ISBN: 978-0127761503
AliasLuce's Choice Axiom Model, Rank-Ordered Logit Model, Exploded Logit Model, Sıralama Tercih ModeliBT Model, Bradley-Terry-Luce Model, Paired Comparison Model, İkili Karşılaştırma Modelimultinomial logistic regression, polytomous logistic regression, softmax regression, Çok Kategorili Lojistik Regresyon
Correlati335
SintesiThe Plackett-Luce model is a probabilistic framework for analysing and predicting rank-ordered data. Introduced by Robin Plackett (1975) — building on R. Duncan Luce's earlier axiom of choice (1959) — it models the probability of any complete ranking of items as a sequential selection process, where each item's chance of being chosen at each position is proportional to its latent worth parameter. It is widely used in preference learning, recommender systems, and choice modelling.The Bradley-Terry model is a probabilistic model for paired comparisons that assigns a latent strength parameter to each item and predicts the probability that one item beats another in a head-to-head contest. Introduced by Ralph A. Bradley and Milton E. Terry in 1952, it provides a principled statistical framework for ranking items from pairwise preference data, including incomplete comparison designs where not every pair is directly observed.Multinomial logistic regression is a maximum-likelihood method for a nominal (unordered) dependent variable with more than two categories. Building on McFadden's 1974 treatment of qualitative choice, it gives each category its own set of coefficients relative to a reference category.
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ScholarGateConfronta i metodi: Plackett-Luce Model · Bradley-Terry Model · Multinomial Logit. Consultato il 2026-06-19 da https://scholargate.app/it/compare