Are ROC-improved logistic regressions beneficial to statistical models of land change? A counter example

Logistic regression (LR) is widely used in land change modelling; however, its traditional form assumes independent input variables, which is often not realistic. Although the improved models offer better fitting capabilities, it is unclear whether this leads to more accurate land change simulations...

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Bibliographic Details
Main Authors: Mingyang Qin, Yiru Xie, Shi Hua, Zhanhong Liu, Peichao Gao
Format: Article
Language:English
Published: Taylor & Francis Group 2025-07-01
Series:Annals of GIS
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/19475683.2025.2523736
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