Works by Hui, Francis K. C.

Results: 47

Spatial Confounding in Generalized Estimating Equations.

Published in:

American Statistician, 2022, v. 76, n. 3, p. 238, doi. 10.1080/00031305.2021.2009372

By:

Hui, Francis K. C.;
Bondell, Howard D.

Publication type:

Article

Plant community composition and species richness in the High Arctic tundra: From the present to the future.

Published in:

Ecology & Evolution (20457758), 2017, v. 7, n. 23, p. 10233, doi. 10.1002/ece3.3496

By:

Nabe‐Nielsen, Jacob;
Normand, Signe;
Hui, Francis K. C.;
Stewart, Lærke;
Bay, Christian;
Nabe‐Nielsen, Louise I.;
Schmidt, Niels Martin

Publication type:

Article

A comparison of joint species distribution models for percent cover data.

Published in:

Methods in Ecology & Evolution, 2024, v. 15, n. 12, p. 2359, doi. 10.1111/2041-210X.14437

By:

Korhonen, Pekka;
Hui, Francis K. C.;
Niku, Jenni;
Taskinen, Sara;
van der Veen, Bert

Publication type:

Article

Spatial confounding in joint species distribution models.

Published in:

Methods in Ecology & Evolution, 2024, v. 15, n. 10, p. 1906, doi. 10.1111/2041-210X.14420

By:

Hui, Francis K. C.;
Vu, Quan;
Hooten, Mevin B.

Publication type:

Article

Spatiotemporal joint species distribution modelling: A basis function approach.

Published in:

Methods in Ecology & Evolution, 2023, v. 14, n. 8, p. 2150, doi. 10.1111/2041-210X.14184

By:

Hui, Francis K. C.;
Warton, David I.;
Foster, Scott D.;
Haak, Christopher R.

Publication type:

Article

Concurrent ordination: Simultaneous unconstrained and constrained latent variable modelling.

Published in:

Methods in Ecology & Evolution, 2023, v. 14, n. 2, p. 683, doi. 10.1111/2041-210X.14035

By:

van der Veen, Bert;
Hui, Francis K. C.;
Hovstad, Knut A.;
O'Hara, Robert B.

Publication type:

Article

Fast model‐based ordination with copulas.

Published in:

Methods in Ecology & Evolution, 2022, v. 13, n. 1, p. 194, doi. 10.1111/2041-210X.13733

By:

Popovic, Gordana C.;
Hui, Francis K. C.;
Warton, David I.

Publication type:

Article

Model‐based ordination for species with unequal niche widths.

Published in:

Methods in Ecology & Evolution, 2021, v. 12, n. 7, p. 1288, doi. 10.1111/2041-210X.13595

By:

Veen, Bert;
Hui, Francis K. C.;
Hovstad, Knut A.;
Solbu, Erik B.;
O'Hara, Robert B.

Publication type:

Article

Estimation of graphical models for skew continuous data.

Published in:

Scandinavian Journal of Statistics, 2022, v. 49, n. 4, p. 1811, doi. 10.1111/sjos.12569

By:

Nghiem, Linh H.;
Hui, Francis K. C.;
Müller, Samuel;
Welsh, Alan H.

Publication type:

Article

A double fixed rank kriging approach to spatial regression models with covariate measurement error.

Published in:

Environmetrics, 2023, v. 34, n. 1, p. 1, doi. 10.1002/env.2771

By:

Ning, Xu;
Hui, Francis K. C.;
Welsh, Alan H.

Publication type:

Article

Analyzing environmental‐trait interactions in ecological communities with fourth‐corner latent variable models.

Published in:

Environmetrics, 2021, v. 32, n. 6, p. 1, doi. 10.1002/env.2683

By:

Niku, Jenni;
Hui, Francis K. C.;
Taskinen, Sara;
Warton, David I.

Publication type:

Article

The Effect of Seasonal Ambient Temperatures on Fire-Stimulated Germination of Species with Physiological Dormancy: A Case Study Using Boronia (Rutaceae).

Published in:

2016

By:

Mackenzie, Berin D. E.;
Auld, Tony D.;
Keith, David A.;
Hui, Francis K. C.;
Ooi, Mark K. J.

Publication type:

Case Study

MULTI-STATE MODELLING OF CUSTOMER CHURN.

Published in:

Astin Bulletin, 2022, v. 52, n. 3, p. 735, doi. 10.1017/asb.2022.18

By:

Dong, Yumo;
Frees, Edward W.;
Huang, Fei;
Hui, Francis K. C.

Publication type:

Article

Random Effects Misspecification Can Have Severe Consequences for Random Effects Inference in Linear Mixed Models.

Published in:

International Statistical Review, 2021, v. 89, n. 1, p. 186, doi. 10.1111/insr.12378

By:

Hui, Francis K. C.;
Müller, Samuel;
Welsh, Alan H.

Publication type:

Article

gllvm : Fast analysis of multivariate abundance data with generalized linear latent variable models in r.

Published in:

Methods in Ecology & Evolution, 2019, v. 10, n. 12, p. 2173, doi. 10.1111/2041-210X.13303

By:

Niku, Jenni;
Hui, Francis K. C.;
Taskinen, Sara;
Warton, David I.;
Goslee, Sarah

Publication type:

Article

Untangling direct species associations from indirect mediator species effects with graphical models.

Published in:

Methods in Ecology & Evolution, 2019, v. 10, n. 9, p. 1571, doi. 10.1111/2041-210X.13247

By:

Popovic, Gordana C.;
Warton, David I.;
Thomson, Fiona J.;
Hui, Francis K. C.;
Moles, Angela T.;
Murrell, David

Publication type:

Article

The central role of mean-variance relationships in the analysis of multivariate abundance data: a response to Roberts (2017).

Published in:

Methods in Ecology & Evolution, 2017, v. 8, n. 11, p. 1408, doi. 10.1111/2041-210X.12843

By:

Warton, David I.;
Hui, Francis K. C.;
Matthiopoulos, Jason

Publication type:

Article

ON THE EFFICIENCY OF COMPOSITE LIKELIHOOD ESTIMATION FOR GAUSSIAN SPATIAL PROCESSES.

Published in:

Statistica Sinica, 2024, v. 34, n. 2, p. 547, doi. 10.5705/ss.202020.0311

By:

Chua, Nelson J. Y.;
Hui, Francis K. C.;
Welsh, A. H.

Publication type:

Article

HIERARCHICAL SELECTION OF FIXED AND RANDOM EFFECTS IN GENERALIZED LINEAR MIXED MODELS.

Published in:

Statistica Sinica, 2017, v. 27, n. 2, p. 501, doi. 10.5705/ss.202015.0329

By:

Hui, Francis K. C.;
Müller, Samuel;
Welsh, A. H.

Publication type:

Article

Positive interspecific associations consistent with social information use shape juvenile fish assemblages.

Published in:

Ecology, 2020, v. 101, n. 2, p. N.PAG, doi. 10.1002/ecy.2920

By:

Haak, Christopher R.;
Hui, Francis K. C.;
Cowles, Geoffrey W.;
Danylchuk, Andy J.

Publication type:

Article

Joint species distribution models with species correlations and imperfect detection.

Published in:

Ecology, 2019, v. 100, n. 8, p. N.PAG, doi. 10.1002/ecy.2754

By:

Tobler, Mathias W.;
Kéry, Marc;
Hui, Francis K. C.;
Guillera‐Arroita, Gurutzeta;
Knaus, Peter;
Sattler, Thomas

Publication type:

Article

Reliably discriminating stock structure with genetic markers: Mixture models with robust and fast computation.

Published in:

Molecular Ecology Resources, 2018, v. 18, n. 6, p. 1310, doi. 10.1111/1755-0998.12920

By:

Foster, Scott D.;
Feutry, Pierre;
Grewe, Peter M.;
Berry, Oliver;
Hui, Francis K. C.;
Davies, Campbell R.

Publication type:

Article

Efficient estimation of generalized linear latent variable models.

Published in:

PLoS ONE, 2019, v. 14, n. 5, p. 1, doi. 10.1371/journal.pone.0216129

By:

Niku, Jenni;
Brooks, Wesley;
Herliansyah, Riki;
Hui, Francis K. C.;
Taskinen, Sara;
Warton, David I.

Publication type:

Article

On the use of a penalized quasilikelihood information criterion for generalized linear mixed models.

Published in:

Biometrika, 2021, v. 108, n. 2, p. 353, doi. 10.1093/biomet/asaa069

By:

Hui, Francis K C

Publication type:

Article

Order selection in finite mixture models: complete or observed likelihood information criteria?

Published in:

Biometrika, 2015, v. 102, n. 3, p. 724, doi. 10.1093/biomet/asv027

By:

HUI, FRANCIS K. C.;
WARTON, DAVID I.;
FOSTER, SCOTT D.

Publication type:

Article

Identifying main interactions in marine predator–prey networks of the Bay of Biscay.

Published in:

ICES Journal of Marine Science / Journal du Conseil, 2019, v. 76, n. 7, p. 2247, doi. 10.1093/icesjms/fsz140

By:

Astarloa, Amaia;
Louzao, Maite;
Boyra, Guillermo;
Martinez, Udane;
Rubio, Anna;
Irigoien, Xabier;
Hui, Francis K C;
Chust, Guillem

Publication type:

Article

Uncovering the drivers of host‐associated microbiota with joint species distribution modelling.

Published in:

Molecular Ecology, 2018, v. 27, n. 12, p. 2714, doi. 10.1111/mec.14718

By:

Björk, Johannes R.;
Hui, Francis K. C.;
O'Hara, Robert B.;
Montoya, Jose M.

Publication type:

Article

Acacia Density, Edaphic, and Climatic Factors Shape Plant Assemblages in Regrowth Montane Forests in Southeastern Australia.

Published in:

Forests (19994907), 2023, v. 14, n. 6, p. 1166, doi. 10.3390/f14061166

By:

Singh, Anu;
Kasel, Sabine;
Hui, Francis K. C.;
Trouvé, Raphaël;
Baker, Patrick J.;
Nitschke, Craig R.

Publication type:

Article

An Overview of Modern Applications of Negative Binomial Modelling in Ecology and Biodiversity.

Published in:

Diversity (14242818), 2022, v. 14, n. 5, p. N.PAG, doi. 10.3390/d14050320

By:

Stoklosa, Jakub;
Blakey, Rachel V.;
Hui, Francis K. C.

Publication type:

Article

MIXING IT UP: NEW METHODS FOR FINITE MIXTURE MODELLING OF MULTI-SPECIES DATA IN ECOLOGY.

Published in:

Bulletin of the Australian Mathematical Society, 2016, v. 93, n. 1, p. 167, doi. 10.1017/S0004972715000945

By:

HUI, FRANCIS K. C.

Publication type:

Article

Roses are red, violets are blue - so how much replication should you do? An assessment of variation in the colour of flowers and birds.

Published in:

Biological Journal of the Linnean Society, 2015, v. 114, n. 1, p. 69, doi. 10.1111/bij.12402

By:

Dalrymple, Rhiannon L.;
Hui, Francis K. C.;
Flores-Moreno, Habacuc;
Kemp, Darrell J.;
Moles, Angela T.

Publication type:

Article

Homogeneity pursuit and variable selection in regression models for multivariate abundance data.

Published in:

Biometrics, 2024, v. 80, n. 1, p. 1, doi. 10.1093/biomtc/ujad001

By:

Hui, Francis K C;
Maestrini, Luca;
Welsh, Alan H

Publication type:

Article

Order selection and sparsity in latent variable models via the ordered factor LASSO.

Published in:

Biometrics, 2018, v. 74, n. 4, p. 1311, doi. 10.1111/biom.12888

By:

Hui, Francis K. C.;
Tanaka, Emi;
Warton, David I.

Publication type:

Article

A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels.

Published in:

Ecological Monographs, 2019, v. 89, n. 3, p. N.PAG, doi. 10.1002/ecm.1370

By:

Norberg, Anna;
Abrego, Nerea;
Blanchet, F. Guillaume;
Adler, Frederick R.;
Anderson, Barbara J.;
Anttila, Jani;
Araújo, Miguel B.;
Dallas, Tad;
Dunson, David;
Elith, Jane;
Foster, Scott D.;
Fox, Richard;
Franklin, Janet;
Godsoe, William;
Guisan, Antoine;
O'Hara, Bob;
Hill, Nicole A.;
Holt, Robert D.;
Hui, Francis K. C.;
Husby, Magne

Publication type:

Article

GEE-Assisted Variable Selection for Latent Variable Models with Multivariate Binary Data.

Published in:

Journal of the American Statistical Association, 2023, v. 118, n. 542, p. 1252, doi. 10.1080/01621459.2021.1987251

By:

Hui, Francis K. C.;
Müller, Samuel;
Welsh, A. H.

Publication type:

Article

Semiparametric Regression Using Variational Approximations.

Published in:

Journal of the American Statistical Association, 2019, v. 114, n. 528, p. 1765, doi. 10.1080/01621459.2018.1518235

By:

Hui, Francis K. C.;
You, C.;
Shang, H. L.;
Müller, Samuel

Publication type:

Article

Sparse Pairwise Likelihood Estimation for Multivariate Longitudinal Mixed Models.

Published in:

Journal of the American Statistical Association, 2018, v. 113, n. 524, p. 1759, doi. 10.1080/01621459.2017.1371026

By:

Hui, Francis K. C.;
Welsh, A. H.;
Müller, Samuel

Publication type:

Article

Joint Selection in Mixed Models using Regularized PQL.

Published in:

Journal of the American Statistical Association, 2017, v. 112, n. 519, p. 1323, doi. 10.1080/01621459.2016.1215989

By:

Hui, Francis K. C.;
Müller, Samuel;
Welsh, A. H.

Publication type:

Article

Tuning Parameter Selection for the Adaptive Lasso Using ERIC.

Published in:

Journal of the American Statistical Association, 2015, v. 110, n. 509, p. 262, doi. 10.1080/01621459.2014.951444

By:

Hui, Francis K. C.;
Warton, David I.;
Foster, Scott D.

Publication type:

Article

Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Kidziński, Łukasz;
Hui, Francis K. C.;
Warton, David I.;
Hastie, Trevor

Publication type:

Article

Joint species distribution models unveil co‐occurrences between freshwater mussels and their fish hosts.

Published in:

Journal of Biogeography, 2023, v. 50, n. 4, p. 730, doi. 10.1111/jbi.14565

By:

da Silva, Janine P.;
Gonçalves, Duarte Vasconcelos;
Garcia‐Raventós, Aina;
Lopes‐Lima, Manuel;
Varandas, Simone;
Froufe, Elsa;
Teixeira, Amílcar;
Hui, Francis K. C.;
Filipe, Ana Filipa;
Sousa, Ronaldo

Publication type:

Article

Successional syndromes of saplings in tropical secondary forests emerge from environment‐dependent trait–demography relationships.

Published in:

Ecology Letters, 2021, v. 24, n. 9, p. 1776, doi. 10.1111/ele.13784

By:

Lai, Hao Ran;
Craven, Dylan;
Hall, Jefferson S.;
Hui, Francis K. C.;
van Breugel, Michiel;
Thrall, Peter

Publication type:

Article

To mix or not to mix: comparing the predictive performance of mixture models vs. separate species distribution models.

Published in:

Ecology, 2013, v. 94, n. 9, p. 1913, doi. 10.1890/12-1322.1

By:

Hui, Francis K. C.;
Warton, David I.;
Foster, Scott D.;
Dunstan, Piers K.

Publication type:

Article

The arcsine is asinine: the analysis of proportions in ecology.

Published in:

Ecology, 2011, v. 92, n. 1, p. 3, doi. 10.1890/10-0340.1

By:

Warton, David I.;
Hui, Francis K. C.

Publication type:

Article

Simultaneous Coefficient Clustering and Sparsity for Multivariate Mixed Models.

Published in:

Journal of Computational & Graphical Statistics, 2025, v. 34, n. 2, p. 618, doi. 10.1080/10618600.2024.2402904

By:

Hui, Francis K. C.;
Dang, Khue-Dung;
Maestrini, Luca

Publication type:

Article

GEE-Assisted Forward Regression for Spatial Latent Variable Models.

Published in:

Journal of Computational & Graphical Statistics, 2022, v. 31, n. 4, p. 1013, doi. 10.1080/10618600.2022.2058002

By:

Hui, Francis K. C.

Publication type:

Article

Variational Approximations for Generalized Linear Latent Variable Models.

Published in:

Journal of Computational & Graphical Statistics, 2017, v. 26, n. 1, p. 35, doi. 10.1080/10618600.2016.1164708

By:

Hui, Francis K. C.;
Warton, David I.;
Ormerod, John T.;
Haapaniemi, Viivi;
Taskinen, Sara

Publication type:

Article