dGAMLSS: an exact, distributed algorithm to fit Generalized Additive Models for Location, Scale, and Shape for privacy-preserving population reference charts
An R package providing examples of the dGAMLSS algorithm, as well as functions for sharing and aggregating site-specific parameters, is available at https://github.com/hufengling/dGAMLSS.
Authors
- I. Skoog
- A. David Edwards (ORCID: https://orcid.org/0000-0003-4801-7066)
- Fair Ds
- Lisa Eyler
- Lindsay W. Victoria (ORCID: https://orcid.org/0000-0003-3327-8677)
- Deirel Paz-Linares (ORCID: https://orcid.org/0000-0002-2144-8184)
- Margaret Gardner (ORCID: https://orcid.org/0000-0002-4498-0827)
- E. William COURCHESNE
- Matthew Borzage (ORCID: https://orcid.org/0000-0001-7010-2318)
- R. A. I. Bethlehem
- Cynthia M. Ortinau (ORCID: https://orcid.org/0000-0003-0851-0796)
- P Vértes
- F Crivello
- 김기웅
- Crossley Ns
- Gemma Sullivan (ORCID: https://orcid.org/0000-0003-1499-3536)
- Paul C. Fletcher (ORCID: https://orcid.org/0000-0001-8257-1517)
- Hisham Ziauddeen (ORCID: https://orcid.org/0000-0003-4044-1719)
- Mechelli Ar
- J Seidlitz
- David Mothersill (ORCID: https://orcid.org/0000-0003-3013-4088)
- Lana Vasung
- Brigitte Landeau (ORCID: https://orcid.org/0000-0002-0814-3714)
- J. Lv
- Valk Sd
- Nicolaas Groenewold (ORCID: https://orcid.org/0000-0003-3612-4470)
- Amanda Rodrigue (ORCID: https://orcid.org/0000-0002-3403-6349)
- François Lalonde (ORCID: https://orcid.org/0000-0003-4250-6088)
- E. Anagnostou
- J. J. Crosbie (ORCID: https://orcid.org/0000-0002-9328-9813)
- J Elman
- Sarah E. Morgan (ORCID: https://orcid.org/0000-0002-1261-5884)
- Ian Goodyer
- Philip K. McGuire (ORCID: https://orcid.org/0000-0003-4381-0532)
- Jonathan Ipser (ORCID: https://orcid.org/0000-0003-1272-0032)
- Maria A. Di Biase (ORCID: https://orcid.org/0000-0002-7100-651X)
- Casey Chertavian (ORCID: https://orcid.org/0009-0009-6630-1272)
- Jong Bin Bae
- Oskar H. Hansson
- Jie Gao (ORCID: https://orcid.org/0000-0002-2842-1304)
- Hasse E Karlsson
- Katja H. Heuer
- A. Zalesky
- B. Mazoyer
- Jetro J Tuulari
- N. Traut
- Niall Bourke
- Richard Anthony Beare
- Bharath Holla
- Duncan E. Astle
- Ruben C Gur
- V. Warrier
- Lídice Galán-García (ORCID: https://orcid.org/0000-0003-0117-5374)
- Jason P. Lerch
- Dan J Stein
- Jiayi Tong
- Xi-Nian Zuo
- Tomas Paus
- David H. Rowitch
- Vivek Benegal
- Minhui Ouyang
- Gary Donohoe
- Frauke Beyer
- Andre [UNIFESP] Zugman
- Carol E. Franz
- Russell T Shnohara
- Timothy Rittman
- Conor Liston
- Roberto Toro
- Lisa Ronan
- Anna Zettergren
- Ray Dolan
- Leo Paly
- Andreas Heinz
- Simon R White
- Gareth Ball
- Jay Giedd
- Armin Raznahan
- Aleks Stolicyn
- Christina Chen
- Saashi A Bedford
- Xing Qian
- Anqi Qiu
- Marion Delarue
- Karen Pierce
- Ruben C Gur
- Konrad Wagstyl
- Richard Delorme
- Trey Hedden
- Giovanni A Salum
- Heather J Zar
- Manuel Blesa Cábez
- Margaret L Westwater
- B T Thomas Yeo
- Samuel R Mathias
- Christos Pantelis
- Simon K Warfield
- Ning Yang
- Peter Fonagy
- Lena Palaniyappan
- Ryuta Kawashima
- Manfred G Kitzbichler
- John D Lewis
- Theodore D Satterthwaite
- Richard N Henson
- Edward T Bullmore
- John Blangero
- Pedro A Valdes-Sosa
- Chris Adamson
- Travis T Mallard
- Nicholas B Turk-Browne
- Machteld Marcelis
- Michael V Lombardo
- Mitchell J Valdes-Sosa
- Hao Huang
- Therese van Amelsvoort
- Vince D Calhoun
- Gabriel A Devenyi
- Kirsten A Donald
- Wei Liao
- Monica D Rosenberg
- Rene S Kahn
- Jacqueline Hoare
- Reisa A Sperling
- John H Gilmore
- Christophe Tzourio
- Jiao Li
- Sylvane Desrivieres
- Michael Schöll
- Zdenka Pausova
- Yin-Shan S Wang
- Kamen A Tsvetanov
- Jacob W Vogel
- Peter B Jones
- David C Glahn
- Kevin Sun
- Dabriel Zimmerman
- Juan H Zhou
- John Suckling
- Simon Baron-Cohen
- Benjamin Thyreau
- Hongzhe Li
- Étienne Vachon-Presseau
- Aaron F Alexander-Bloch
- Russell T Shinohara
- Gaël Chetelat
- Mallar M Chakravarty
- Michael J Meaney
- Andrea P Jackowski
- Christopher D Smyser
- Elizabeth A Kelley
- Christopher F Hammill
- Yong Chen
- Aaron P Schultz
- Jorge F Bosch-Bayard
- H Lina Schaare
- P E Grant
- Sophie Adler
- Cameron T Ellis
- Faith M Gunning
- Rafael Romero-Garcia
- Russell J Schachar
- Heather C Whalley
- Clifford R Jack Jr
- David T Jones
- Yap S Chong
- Andrew A Chen
- David Sharp
- Caitlin K Rollins
- Katharine Dunlop
- A Veronica Witte
- Pedro M Pan
- James P Boardman
- Avram J Holmes
- William S Kremen
- Ali Gholipour
- Bratislav Misic
- Linnea Karlsson
- Manuela Costantino
- Muhammad Ayub
- Arno Villringer
- Eric Westman
- Alexa Pichet Binette
- Vanessa L Cropley
- Kevin M Anderson
- Silke Kern
Institutions
- Children's Hospital of Philadelphia (US)
- Johns Hopkins University (US)
- Medical University of South Carolina (US)
- University of Cambridge (GB)
- Cambridge School (PT)
- Bridge University (SS)
- Penn Center for AIDS Research (US)
- University of Pennsylvania (US)
Publication Details
- Journal
- Bioinformatics
- Published
- 2025-12-24
- DOI
- https://doi.org/10.1093/bioinformatics/btaf625
- Citations
- 1
- Primary Topic
- Privacy-Preserving Technologies in Data
- Type
- article
- Field-Weighted Citation Impact
- 2.48