Generalized Estimating Equations Boosting (GEEB) machine for correlated data

Generalized Estimating Equations Boosting (GEEB) machine for correlated data

Abstract Rapid development in data science enables machine learning and artificial intelligence to be the most popular research tools across various disciplines. While numerous articles have shown decent predictive ability, little research has examined the impact of complex correlated data. We aim t...

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Bibliographic Details
Main Authors: Yuan-Wey Wang, Hsin-Chou Yang, Yi-Hau Chen, Chao-Yu Guo
Format: Article
Language:English
Published: SpringerOpen 2024-01-01
Series:Journal of Big Data
Subjects:
Correlated data
Hierarchical data
Generalized Estimating Equations
Machine learning
Gradient boosting
Online Access:https://doi.org/10.1186/s40537-023-00875-5

Internet

https://doi.org/10.1186/s40537-023-00875-5

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