dGAMLSS: An exact, distributed algorithm to fit Generalized Additive Models for Location, Scale, and Shape for privacy-preserving population reference charts
Fengling Hu, Jiayi Tong, Margaret Gardner, Chris L. Adamson, Sophie Adler, Aaron F. Alexander‐Bloch, Evdokia Anagnostou, Kevin M Anderson, Ariosky Areces-Gonzalez, Duncan Edward Astle, Bonnie Auyeung, Muhammad Ayub, Jong Bin Bae, Gareth Ball, Simon Baron‐Cohen, , Jiao Li
The paper introduces dGAMLSS, a distributed algorithm for fitting GAMLSS models to construct population reference charts without sharing patient data.
Bioinformatics · Dec 24, 2025Peer-reviewedBioinformatics