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Mixed-effect models with trees:

Gottard, Anna ; Vannucci, Giulia ; Grilli, Leonardo.
Advances in Data Analysis and Classification.  17 (2022)  2 - p. 431-461 , 2022
Link: https://doi.org/10.1007/s11634-022-00509-3