Francis K. C. Hui

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Random effects misspecification and its consequences for prediction in generalized linear mixed models.
Comput. Stat. Data Anal.
Quan Vu, Francis K. C. Hui, Samuel Muller, Alan H. Welsh
2025 J jnl
Gradient Boosted Mixed Models: Flexible Joint Estimation of Mean and Variance Components for Clustered Data.
CoRR
Mitchell L. Prevett, Francis K. C. Hui, Zhi Yang Tho, Alan H. Welsh, Anton H. Westveld
2025 J jnl
Simultaneous Coefficient Clustering and Sparsity for Multivariate Mixed Models.
J. Comput. Graph. Stat.
Francis K. C. Hui, Khue-Dung Dang, Luca Maestrini
2024 J jnl
Likelihood-based surrogate dimension reduction.
Stat. Comput.
Linh H. Nghiem, Francis K. C. Hui, Samuel Müller, Alan H. Welsh
2023 J jnl
Fast and universal estimation of latent variable models using extended variational approximations.
Stat. Comput.
Pekka Korhonen, Francis K. C. Hui, Jenni Niku, Sara Taskinen
2023 J jnl
Model-based ordination of pin-point cover data: Effect of management on dry heathland.
Ecol. Informatics
Christian Damgaard, Rikke Reisner Hansen, Francis K. C. Hui
2022 J jnl
GEE-Assisted Forward Regression for Spatial Latent Variable Models.
J. Comput. Graph. Stat.
Francis K. C. Hui
2022 J jnl
Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays.
J. Mach. Learn. Res.
Lukasz Kidzinski, Francis K. C. Hui, David I. Warton, Trevor J. Hastie
2020 J jnl
Generalized Matrix Factorization.
CoRR
Lukasz Kidzinski, Francis K. C. Hui, David I. Warton, Trevor Hastie
2020 J jnl
Model-based ordination of pin-point cover data: Effect of management on dry heathland.
Ecol. Informatics
Christian Damgaard, Rikke Reisner Hansen, Francis K. C. Hui
2020 J jnl
The LASSO on latent indices for regression modeling with ordinal categorical predictors.
Comput. Stat. Data Anal.
Francis K. C. Hui, Samuel Müller, Alan H. Welsh
2018 J jnl
A general algorithm for covariance modeling of discrete data.
J. Multivar. Anal.
Gordana C. Popovic, Francis K. C. Hui, David I. Warton
2017 J jnl
Model-based simultaneous clustering and ordination of multivariate abundance data in ecology.
Comput. Stat. Data Anal.
Francis K. C. Hui
2013 J jnl
A nonparametric measure of local association for two-way contingency tables.
Comput. Stat. Data Anal.
Francis K. C. Hui, Gery Geenens
2012 J jnl
Nonparametric bootstrap tests of conditional independence in two-way contingency tables.
J. Multivar. Anal.
Francis K. C. Hui, Gery Geenens