Uncertainty Diagnostics of Binomial Regression Trees for Ordered Rating Data

R Simone - Journal of Classification, 2023 - Springer
The paper proposes a method to perform diagnostics of model-based trees for preference
and evaluation data on the basis of surrogate residual analysis for ordinal data models. The …

Ordinal Mixed-Effects Random Forest

G Bergonzoli, L Rossi, C Masci - arXiv preprint arXiv:2406.03130, 2024 - arxiv.org
We propose an innovative statistical method, called Ordinal Mixed-Effect Random Forest
(OMERF), that extends the use of random forest to the analysis of hierarchical data and …

Penggunaan Proportional Odds Model (POM) dalam Regresi Logistik Ordinal untuk Menganalisis Faktor-Faktor Penentu Balita Stunting di Indonesia

SD Raihannabil… - Jurnal Kolaboratif Sains, 2024 - jurnal.unismuhpalu.ac.id
Stunting tetap menjadi tantangan besar di banyak negara berkembang, termasuk Indonesia.
Meskipun Indonesia memiliki ekonomi terbesar di Asia Tenggara, negara ini berada di …

Ordinal Mixed-Effects Random Forest: an innovative statistical method to perform learning analytics

G BERGONZOLI - 2022 - politesi.polimi.it
In this work an innovative statistical method is proposed. The model is called Ordinal Mixed-
Effect Random Forest (OMERF) and extends the use of random forest to the analysis of …