Analyzing Household Expenditures with Generalized Random Forests

Analyzing Household Expenditures with Generalized Random Forests

This study investigates the performance of Generalized Random Forest (GRF), which has been known to be useful in understanding heterogeneous treatment effects (HTE) and non-linear relationships in high-dimensional data. In this paper the performance of GRF was compared with Random Forest (RF), Gener...

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Bibliographic Details
Main Authors: Eriski Isnanda, Khairil Anwar Notodiputro, Kusman Sadik
Format: Article
Language:English
Published: Mathematics Department UIN Maulana Malik Ibrahim Malang 2025-03-01
Series:Cauchy: Jurnal Matematika Murni dan Aplikasi
Subjects:
generalized linear mixed model
generalized random forest
household per capita expenditure
random forest
winsorization
Online Access:https://ejournal.uin-malang.ac.id/index.php/Math/article/view/30104
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