Modified tree-based selection in hierarchical mixed-effect models with trees: A simulation study and real-data application
Hierarchical mixed-effects models with three trees—3Trees models—are a new advanced statistical learning approach in mixed-effect modeling. These methods utilize the classification and regression trees (CART) algorithm to select the best tree through a backfitting algorithm. However, this algorithm...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-06-01
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| Series: | MethodsX |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S221501612500158X |
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