Tree-Structured Model with Unbiased Variable Selection and Interaction Detection for Ranking Data

In this article, we propose a tree-structured method for either complete or partial rank data that incorporates covariate information into the analysis. We use conditional independence tests based on hierarchical log-linear models for three-way contingency tables to select split variables and cut po...

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Bibliographic Details
Main Authors: Yu-Shan Shih, Yi-Hung Kung
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Machine Learning and Knowledge Extraction
Subjects:
Online Access:https://www.mdpi.com/2504-4990/5/2/27