FH
Francis Hui
stat.MEstat.APmath.STstat.THecologyModels, Biologicalcs.LGEcologyModels, StatisticalModels, Theoretical
On Valency
published · living versionsW_5k72q774·v1 · currentpublished
Reframing Spatial Uncertainty Visualisation with a Layered Grammar of Graphics
with Maggie Xueqi Ma, Weihao Li, Quan Vu, Emi Tanaka
1 version
Preprints & journals
49 papers in the corpus · 2011–2026On Motivating the Choice of Link Function in Binomial Regression Through A Latent Abundance Process10.64898/2026.10.16.759589v1 · van der Veen, B., Hui, F. K. C.2026 · 0 citationsbioRxiv
Finite Mixtures of Generalized Estimating Equations for Clustering Multivariate Correlated Outcomes2609.04960v1 · Shonosuke Sugasawa, Francis K.C. Hui2026 · 0 citationsarXiv
gllvm 2.0: fast fitting of advanced ordination methods and joint species distribution models.41403760 · Korhonen, Pekka, Hui, Francis K C, Niku, Jenni et al.2025 · 4 citationsPeerJ. 2025;13:e20338
Gradient Boosted Mixed Models: Flexible Estimation of Mean and Variance Components for Clustered Data2511.00217v3 · Mitchell L. Prevett, Francis K. C. Hui, Zhi Yang Tho et al.2025 · 0 citationsarXiv
A Compositional Approach to Modelling Cause-specific Mortality with Zero Counts2510.16244v1 · Zhe Michelle Dong, Han Lin Shang, Francis Hui et al.2025 · 0 citationsarXiv
A Single Index Approach to Integrated Species Distribution Modeling for Fisheries Abundance Data2509.15379v2 · Quan Vu, Francis K. C. Hui, A. H. Welsh et al.2025 · 0 citationsarXiv
Adjusted predictions for generalized estimating equations.40705494 · Hui, Francis K C, Muller, Samuel, Welsh, Alan H2025 · 2 citationsBiometrics. 2025;81(3)
Inferential procedures for random effects in generalized linear mixed models.40238831 · Ning, Xu, Hui, Francis K C, Welsh, Alan2025 · 4 citationsPloS one. 2025;20(4):e0320797
High-dimensional sliced inverse regression with endogeneity2412.15530v2 · Linh H. Nghiem, Francis.K.C. Hui, Samuel Muller et al.2024 · 0 citationsarXiv
Random Effects Misspecification and its Consequences for Prediction in Generalized Linear Mixed Models2411.19384v1 · Quan Vu, Francis K. C. Hui, Samuel Muller et al.2024 · 3 citationsarXiv
Random effects model-based sufficient dimension reduction for independent clustered data2410.09712v1 · Linh H. Nghiem, F.K.C. Hui2024 · 2 citationsarXiv
Variational Bayes for Mixture of Gaussian Structural Equation Models2407.08140v1 · Khue-Dung Dang, Luca Maestrini, Francis K.C. Hui2024 · 0 citationsarXiv
Robust Linear Mixed Models using Hierarchical Gamma-Divergence2407.01883v2 · Shonosuke Sugasawa, Francis K. C. Hui, Alan H. Welsh2024 · 0 citationsarXiv
Asymptotic Results for Penalized Quasi-Likelihood Estimation in Generalized Linear Mixed Models2405.01026v1 · Xu Ning, Francis Hui, Alan Welsh2024 · 3 citationsarXiv
A Comparison of Joint Species Distribution Models for Percent Cover Data2403.11562v1 · Pekka Korhonen, Francis K. C. Hui, Jenni Niku et al.2024 · 9 citationsarXiv
Restricted maximum likelihood estimation in generalized linear mixed models2402.12719v2 · Luca Maestrini, Francis K.C. Hui, Alan H. Welsh2024 · 7 citationsarXiv
Joint Mean and Correlation Regression Models for Multivariate Data2402.12803v2 · Zhi Yang Tho, Francis K. C. Hui, Tao Zou2024 · 1 citationarXiv
Homogeneity pursuit and variable selection in regression models for multivariate abundance data.38364807 · Hui, Francis K C, Maestrini, Luca, Welsh, Alan H2024 · 3 citationsBiometrics. 2024;80(1)
An Ising Similarity Regression Model for Modeling Multivariate Binary Data2401.13379v2 · Zhi Yang Tho, Francis K. C. Hui, Tao Zou2024 · 0 citationsarXiv
Likelihood-based surrogate dimension reduction2310.13858v1 · Linh H. Nghiem, Francis K.C.Hui, Samuel Mueller et al.2023 · 1 citationarXiv
Cokrig-and-Regress for Spatially Misaligned Environmental Data2310.05548v1 · Z. Y. Tho, F. K. C. Hui, A. H. Welsh et al.2023 · 0 citationsarXiv
The use of generalized linear mixed models to investigate postmortem lipids in textiles.37575194 · Collins, Sharni, Maestrini, Luca, Hui, Francis K C et al.2023 · 5 citationsiScience. 2023;26(8):107371
Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays.37102181 · Kidziński, Łukasz, Hui, Francis K C, Warton, David I et al.2024 · 13 citationsJournal of machine learning research : JMLR. 2022;23
Screening methods for linear errors-in-variables models in high dimensions.35191015 · Nghiem, Linh H, Hui, Francis K C, Müller, Samuel et al.2023 · 7 citationsBiometrics. 2023;79(2):926-939
Fast, universal estimation of latent variable models using extended variational approximations2107.02627v1 · Pekka Korhonen, Francis K.C. Hui, Jenni Niku et al.2021 · 0 citationsarXiv
Sparse Sliced Inverse Regression via Cholesky Matrix Penalization2104.09838v1 · Linh Nghiem, Francis K.C. Hui, Samuel Mueller et al.2021 · 8 citationsarXiv
Fast model-based ordination with copulas10.1101/2021.03.28.437086v1 · Popovic, G. C., Hui, F. K. C., Warton, D. I.2021 · 36 citationsbioRxiv
Assuming independence in spatial latent variable models: Consequences and implications of misspecification.33340108 · Hui, Francis K C, Hill, Nicole A, Welsh, A H2022 · 6 citationsBiometrics. 2022;78(1):85-99
Model-based ordination for species with unequal niche widths10.1101/2020.10.05.326199v1 · van der Veen, B., Hui, F. K. C., Hovstad, K. A. et al.2020 · 27 citationsbioRxiv
Model-based ordination of pin-point cover data: effect of management on dry heathland10.1101/2020.03.05.980060v2 · Damgaard, C., Hansen, R. R., Hui, F. K. C.2020 · 17 citationsbioRxiv
Positive interspecific associations consistent with social information use shape juvenile fish assemblages.31661156 · Haak, Christopher R, Hui, Francis K C, Cowles, Geoffrey W et al.2020 · 29 citationsEcology. 2020;101(2):e02920
Symbolic Formulae for Linear Mixed Models1911.08628v1 · Emi Tanaka, Francis K. C. Hui2019 · 6 citationsarXiv
Joint species distribution models with species correlations and imperfect detection.31062356 · Tobler, Mathias W, Kéry, Marc, Hui, Francis K C et al.2019 · 123 citationsEcology. 2019;100(8):e02754
Efficient estimation of generalized linear latent variable models.31042745 · Niku, Jenni, Brooks, Wesley, Herliansyah, Riki et al.2020 · 72 citationsPloS one. 2019;14(5):e0216129
Bootstrapping F test for testing Random Effects in Linear Mixed Models1812.03428v1 · P.Y. O'Shaughnessy, Francis Hui, Samuel Muller et al.2018 · 0 citationsarXiv
Semiparametric Regression using Variational Approximations1810.01949v1 · Francis K. C. Hui, Chong You, Han Lin Shang et al.2018 · 19 citationsFrancis K. C. Hui, Chong You, Han Lin Shang & Samuel M\"{u}ller (2018) Semiparametric Regression using Variational Approximations, Journal of the American Statistical Association: Theory and Methods
Reliably discriminating stock structure with genetic markers: Mixture models with robust and fast computation.29943898 · Foster, Scott D, Feutry, Pierre, Grewe, Peter M et al.2018 · 10 citationsMolecular ecology resources. 2018;18(6):1310-1325
Uncovering the drivers of host-associated microbiota with joint species distribution modelling.29761593 · Björk, Johannes R, Hui, Francis K C, O'Hara, Robert B et al.2019 · 45 citationsMolecular ecology. 2018;27(12):2714-2724
Order selection and sparsity in latent variable models via the ordered factor LASSO.29750847 · Hui, Francis K C, Tanaka, Emi, Warton, David I2019 · 29 citationsBiometrics. 2018;74(4):1311-1319
Plant community composition and species richness in the High Arctic tundra: From the present to the future.29238550 · Nabe-Nielsen, Jacob, Normand, Signe, Hui, Francis K C et al.2021 · 50 citationsEcology and evolution. 2017;7(23):10233-10242
Extending Joint Models in Community Ecology: A Response to Beissinger et al.27515225 · Warton, David I, Blanchet, F Guillaume, O'Hara, Robert et al.2018 · 28 citationsTrends in ecology & evolution. 2016;31(10):737-738
The Effect of Seasonal Ambient Temperatures on Fire-Stimulated Germination of Species with Physiological Dormancy: A Case Study Using Boronia (Rutaceae).27218652 · Mackenzie, Berin D E, Auld, Tony D, Keith, David A et al.2017 · 58 citationsPloS one. 2016;11(5):e0156142
Plant functional traits have globally consistent effects on competition.26700807 · Kunstler, Georges, Falster, Daniel, Coomes, David A et al.2016 · 982 citationsNature. 2016;529(7585):204-7
So Many Variables: Joint Modeling in Community Ecology.26519235 · Warton, David I, Blanchet, F Guillaume, O'Hara, Robert B et al.2016 · 856 citationsTrends in ecology & evolution. 2015;30(12):766-779
Multi-species distribution modeling using penalized mixture of regressions1509.04834v1 · Francis K. C. Hui, David I. Warton, Scott D. Foster2015 · 30 citationsAnnals of Applied Statistics 2015, Vol. 9, No. 2, 866-882
To mix or not to mix: comparing the predictive performance of mixture models vs. separate species distribution models.24279262 · Hui, Francis K C, Warton, David I, Foster, Scott D et al.2013 · 106 citationsEcology. 2013;94(9):1913-9
Correlations between physical and chemical defences in plants: tradeoffs, syndromes, or just many different ways to skin a herbivorous cat?23316750 · Moles, Angela T, Peco, Begoña, Wallis, Ian R et al.2013 · 170 citationsThe New phytologist. 2013;198(1):252-263
A Nonparametric Measure of Local Association for two-way Contingency Tables1211.3460v1 · Francis K.C. Hui, Gery Geenens2012 · 0 citationsarXiv
The arcsine is asinine: the analysis of proportions in ecology.21560670 · Warton, David I, Hui, Francis K C2011 · 2,284 citationsEcology. 2011;92(1):3-10
Career total: 152 works. 49 are in this corpus.
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