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Found 3 papers, 2 papers with code
A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review
We propose the Mallows-Binomial model to close this gap, which combines a Mallows' $\phi$ ranking model with Binomial score models through shared parameters that quantify object quality, a consensus ranking, and the level of consensus between judges.
On the use of bootstrap with variational inference: Theory, interpretation, and a two-sample test example
Variational inference is a general approach for approximating complex density functions, such as those arising in latent variable models, popular in machine learning.
A Variational EM Method for Mixed Membership Models with Multivariate Rank Data: an Analysis of Public Policy Preferences
In this article, we consider modeling ranked responses from a heterogeneous population.
Methodology Applications
