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Modeli Bradley-Terry×Regresioni logjik multinomial×Metodat e Agregimit të Renditjes×
FushaVendimmarrjaEkonometriVendimmarrja
FamiljaRegression modelRegression modelMachine learning
Viti i origjinës195219742001
KrijuesiRalph Bradley & Milton TerryMcFaddenDwork, Kumar, Naor & Sivakumar
LlojiProbabilistic paired comparison modelMultinomial logistic regressionCombinatorial ranking method
Burimi themeluesBradley, 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: 978-0127761503Dwork, C., Kumar, R., Naor, M., & Sivakumar, D. (2001). Rank aggregation methods for the web. Proceedings of the 10th International Conference on World Wide Web, 613–622. DOI ↗
Emërtime të tjeraBT Model, Bradley-Terry-Luce Model, Paired Comparison Model, İkili Karşılaştırma Modelimultinomial logistic regression, polytomous logistic regression, softmax regression, Çok Kategorili Lojistik RegresyonRank Fusion, Order Aggregation, Preference Aggregation, Sıralama Birleştirme
Të lidhura352
PërmbledhjaThe 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.Rank Aggregation is a family of methods that combine multiple ranked lists of alternatives into a single consensus ranking. Formally studied in the context of web search by Dwork, Kumar, Naor, and Sivakumar (2001), these methods address the problem of synthesizing divergent preference orderings from multiple sources — such as search engines, expert judges, or voter ballots — into one coherent, representative ordering that minimizes overall disagreement across the input rankings.
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ScholarGateKrahasoni metodat: Bradley-Terry Model · Multinomial Logit · Rank Aggregation. Marrë më 2026-06-19 nga https://scholargate.app/sq/compare