Search Results - subject:"recursive partitioning"

Multiple bonus-malus scale models for insureds of different sizes

Boucher, Jean-Philippe - In: Risks : open access journal 10 (2022) 8, pp. 1-16

propose the creation of different BMSs for each type of insured using recursive partitioning methods. We apply this approach …

Persistent link: https://www.econbiz.de/10013368299

Aggregation trees

Di Francesco, Riccardo - 2022

Persistent link: https://www.econbiz.de/10014252198

Distributional regression forests for probabilistic precipitation forecasting in complex terrain

Schlosser, Lisa; Hothorn, Torsten; Stauffer, Reto; … - 2018

To obtain a probabilistic model for a dependent variable based on some set of explanatory variables, a distributional approach is often adopted where the parameters of the distribution are linked to regressors. In many classical models this only captures the location of the distribution but over...

Persistent link: https://www.econbiz.de/10011930745

Distributional regression forests for probabilistic precipitation forecasting in complex terrain

Schlosser, Lisa; Hothorn, Torsten; Stauffer, Reto; … - 2018

Persistent link: https://www.econbiz.de/10011847512

ON MEASURING INCOME POLARIZATION: AN APPROACH BASED ON REGRESSION TREES

Mussini, Mauro - In: Statistics in Transition New Series 17 (2016) 2, pp. 221-236

Persistent link: https://www.econbiz.de/10012141616

A toolkit for stability assessment of tree-based learners

Philipp, Michel; Zeileis, Achim; Strobl, Carolin - 2016

Recursive partitioning techniques are established and frequently applied for exploring unknown structures in complex … cutpoint selection in recursive partitioning. The summary measures and graphics available in the toolkit are illustrated using …

Persistent link: https://www.econbiz.de/10011531588