Edit Profile (opens in new tab) Hui, Francis K. C. Co-Author Distance Author ID: hui.francis-k-c Published as: Hui, Francis K. C.; Hui, F. K. C. Documents Indexed: 38 Publications since 2012, including 1 Additional arXiv Preprint Software Indexed: 2 Packages Co-Authors: 27 Co-Authors with 34 Joint Publications 511 Co-Co-Authors all top 5 Co-Authors 4 single-authored 16 Welsh, Alan H. 11 Müller, Samuel 8 Warton, David I. 5 Nghiem, Linh H. 4 Foster, Scott D. 3 Niku, Jenni 3 Taskinen, Sara 2 Bondell, Howard D. 2 Geenens, Gery 2 Huang, Fei 2 Ning, Xu 1 Chua, Nelson J. Y. 1 Dong, Yumo 1 Dunstan, Piers K. 1 Eshima, Nobuoki 1 Frees, Edward W. 1 Govindaraju, Raj 1 Haberman, Steven 1 Haslett, Steve 1 Hill, Nicole A. 1 Korhonen, Pekka J. 1 Kurosawa, Takeshi 1 Maestrini, Luca 1 Popovic, Gordana C. 1 Renner, Ian W. 1 Shinmura, Kousuke 1 Tanaka, Emi 1 Triggs, Chris 1 You, Chong 1 Zhang, Xuanming all top 5 Serials 5 Australian & New Zealand Journal of Statistics 4 Journal of the American Statistical Association 3 Biometrics 3 Computational Statistics and Data Analysis 3 Statistica Sinica 2 Biometrika 2 Journal of Multivariate Analysis 2 Journal of Agricultural, Biological, and Environmental Statistics 2 Statistics and Computing 2 Environmetrics 1 The American Statistician 1 Bulletin of the Australian Mathematical Society 1 Scandinavian Journal of Statistics 1 International Statistical Review 1 Insurance Mathematics & Economics 1 ASTIN Bulletin 1 The Annals of Applied Statistics 1 Journal of Computational and Graphical Statistics Fields 37 Statistics (62-XX) 2 Probability theory and stochastic processes (60-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 24 Publications have been cited 114 times in 93 Documents Cited by ▼ Year ▼ Tuning parameter selection for the adaptive Lasso using ERIC. Zbl 1373.62370 Hui, Francis K. C.; Warton, David I.; Foster, Scott D. 25 2015 Hierarchical selection of fixed and random effects in generalized linear mixed models. Zbl 1391.62145 Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. 13 2017 Multi-species distribution modeling using penalized mixture of regressions. Zbl 1397.62263 Hui, Francis K. C.; Warton, David I.; Foster, Scott D. 10 2015 Finite mixture of regression modeling for high-dimensional count and biomass data in ecology. Zbl 1303.62066 Dunstan, Piers K.; Foster, Scott D.; Hui, Francis K. C.; Warton, David I. 10 2013 Semiparametric regression using variational approximations. Zbl 1428.62156 Hui, Francis K. C.; You, C.; Shang, H. L.; Müller, Samuel 8 2019 Order selection in finite mixture models: complete or observed likelihood information criteria? Zbl 1452.62814 Hui, Francis K. C.; Warton, David I.; Foster, Scott D. 7 2015 Generalized linear latent variable models for multivariate count and biomass data in ecology. Zbl 1383.62315 Niku, Jenni; Warton, David I.; Hui, Francis K. C.; Taskinen, Sara 7 2017 Random effects misspecification can have severe consequences for random effects inference in linear mixed models. Zbl 1543.62474 Hui, Francis K. C.; Müller, Samuel; Welsh, Alan H. 6 2021 Sparse pairwise likelihood estimation for multivariate longitudinal mixed models. Zbl 1409.62151 Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. 5 2018 Testing random effects in linear mixed models: another look at the F-test (with discussion). Zbl 1420.62294 Hui, F. K. C.; Müller, Samuel; Welsh, A. H. 3 2019 Nonparametric bootstrap tests of conditional independence in two-way contingency tables. Zbl 1273.62130 Hui, Francis K. C.; Geenens, Gery 2 2012 Sparse sliced inverse regression via Cholesky matrix penalization. Zbl 07602348 Nghiem, Linh H.; Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. 2 2022 The Lasso on latent indices for regression modeling with ordinal categorical predictors. Zbl 1510.62308 Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. 2 2020 Sufficient dimension reduction for clustered data via finite mixture modelling. Zbl 1521.62050 Hui, F. K. C.; Nghiem, L. H. 2 2022 A general algorithm for covariance modeling of discrete data. Zbl 1395.62144 Popovic, Gordana C.; Hui, Francis K. C.; Warton, David I. 1 2018 On the use of a penalized quasilikelihood information criterion for generalized linear mixed models. Zbl 07458259 Hui, Francis K. C. 1 2021 Spatial confounding in generalized estimating equations. Zbl 07619685 Hui, Francis K. C.; Bondell, Howard D. 1 2022 Model-based simultaneous clustering and ordination of multivariate abundance data in ecology. Zbl 1466.62106 Hui, Francis K. C. 1 2017 Assuming independence in spatial latent variable models: consequences and implications of misspecification. Zbl 1520.62231 Hui, Francis K. C.; Hill, Nicole A.; Welsh, A. H. 1 2022 Screening methods for linear errors-in-variables models in high dimensions. Zbl 1522.62209 Nghiem, Linh H.; Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. 1 2023 GEE-assisted variable selection for latent variable models with multivariate binary data. Zbl 07707237 Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. 1 2023 What is the effective sample size of a spatial point process? Zbl 1521.62183 Renner, Ian W.; Warton, David I.; Hui, Francis K. C. 1 2021 Analyzing environmental-trait interactions in ecological communities with fourth-corner latent variable models. Zbl 1545.62884 Niku, Jenni; Hui, Francis K. C.; Taskinen, Sara; Warton, David I. 1 2021 A double fixed rank kriging approach to spatial regression models with covariate measurement error. Zbl 1545.62885 Ning, Xu; Hui, Francis K. C.; Welsh, Alan H. 1 2023 Screening methods for linear errors-in-variables models in high dimensions. Zbl 1522.62209 Nghiem, Linh H.; Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. 1 2023 GEE-assisted variable selection for latent variable models with multivariate binary data. Zbl 07707237 Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. 1 2023 A double fixed rank kriging approach to spatial regression models with covariate measurement error. Zbl 1545.62885 Ning, Xu; Hui, Francis K. C.; Welsh, Alan H. 1 2023 Sparse sliced inverse regression via Cholesky matrix penalization. Zbl 07602348 Nghiem, Linh H.; Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. 2 2022 Sufficient dimension reduction for clustered data via finite mixture modelling. Zbl 1521.62050 Hui, F. K. C.; Nghiem, L. H. 2 2022 Spatial confounding in generalized estimating equations. Zbl 07619685 Hui, Francis K. C.; Bondell, Howard D. 1 2022 Assuming independence in spatial latent variable models: consequences and implications of misspecification. Zbl 1520.62231 Hui, Francis K. C.; Hill, Nicole A.; Welsh, A. H. 1 2022 Random effects misspecification can have severe consequences for random effects inference in linear mixed models. Zbl 1543.62474 Hui, Francis K. C.; Müller, Samuel; Welsh, Alan H. 6 2021 On the use of a penalized quasilikelihood information criterion for generalized linear mixed models. Zbl 07458259 Hui, Francis K. C. 1 2021 What is the effective sample size of a spatial point process? Zbl 1521.62183 Renner, Ian W.; Warton, David I.; Hui, Francis K. C. 1 2021 Analyzing environmental-trait interactions in ecological communities with fourth-corner latent variable models. Zbl 1545.62884 Niku, Jenni; Hui, Francis K. C.; Taskinen, Sara; Warton, David I. 1 2021 The Lasso on latent indices for regression modeling with ordinal categorical predictors. Zbl 1510.62308 Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. 2 2020 Semiparametric regression using variational approximations. Zbl 1428.62156 Hui, Francis K. C.; You, C.; Shang, H. L.; Müller, Samuel 8 2019 Testing random effects in linear mixed models: another look at the F-test (with discussion). Zbl 1420.62294 Hui, F. K. C.; Müller, Samuel; Welsh, A. H. 3 2019 Sparse pairwise likelihood estimation for multivariate longitudinal mixed models. Zbl 1409.62151 Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. 5 2018 A general algorithm for covariance modeling of discrete data. Zbl 1395.62144 Popovic, Gordana C.; Hui, Francis K. C.; Warton, David I. 1 2018 Hierarchical selection of fixed and random effects in generalized linear mixed models. Zbl 1391.62145 Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. 13 2017 Generalized linear latent variable models for multivariate count and biomass data in ecology. Zbl 1383.62315 Niku, Jenni; Warton, David I.; Hui, Francis K. C.; Taskinen, Sara 7 2017 Model-based simultaneous clustering and ordination of multivariate abundance data in ecology. Zbl 1466.62106 Hui, Francis K. C. 1 2017 Tuning parameter selection for the adaptive Lasso using ERIC. Zbl 1373.62370 Hui, Francis K. C.; Warton, David I.; Foster, Scott D. 25 2015 Multi-species distribution modeling using penalized mixture of regressions. Zbl 1397.62263 Hui, Francis K. C.; Warton, David I.; Foster, Scott D. 10 2015 Order selection in finite mixture models: complete or observed likelihood information criteria? Zbl 1452.62814 Hui, Francis K. C.; Warton, David I.; Foster, Scott D. 7 2015 Finite mixture of regression modeling for high-dimensional count and biomass data in ecology. Zbl 1303.62066 Dunstan, Piers K.; Foster, Scott D.; Hui, Francis K. C.; Warton, David I. 10 2013 Nonparametric bootstrap tests of conditional independence in two-way contingency tables. Zbl 1273.62130 Hui, Francis K. C.; Geenens, Gery 2 2012 all cited Publications top 5 cited Publications all top 5 Cited by 228 Authors 23 Hui, Francis K. C. 10 Welsh, Alan H. 8 Müller, Samuel 5 Warton, David I. 3 Nghiem, Linh H. 3 Niku, Jenni 3 Taskinen, Sara 2 Banerjee, Trambak 2 Dünder, Emre 2 Dutta, Shantanu 2 Foster, Scott D. 2 Ma, Shuangge 2 Mortier, Frédéric 2 Mukherjee, Gourab 2 Nguyen, Hien Duy 2 Vanhatalo, Jarno 2 Wang, Dewei 2 Wang, Tao 2 Wu, Mengyun 2 Zeng, Yanyan 2 Zhao, Hongyu 1 Adegoke, Nurudeen A. 1 Alaeddini, Adel 1 Ananthakrishnan, Ashwin N. 1 Anderson, Marti Jane 1 Andersson, Björn 1 Aseltine, Robert H. jun. 1 Ba, Ismaïla 1 Barker, Clay 1 Baya, Fidèle 1 Benedet, Fabrice 1 Bonat, Wagner Hugo 1 Bondell, Howard D. 1 Brooks, Wesley 1 Bry, Xavier 1 Burr, Wesley S. 1 Businelle, Michael S. 1 Cai, Tianxi 1 Cao, Taoyun 1 Chakrabortty, Abhishek 1 Che, Hai 1 Chen, Fang 1 Chen, Kun 1 Chen, Ronald C. 1 Cheng, David 1 Claeys, Florian 1 Coeurjolly, Jean-François 1 Coretto, Pietro 1 Cornu, Guillaume 1 Dabo-Niang, Sophie 1 Daniel, Jeffrey 1 Darnell, Ross 1 Dey, Dipak Kumar 1 Di Loro, Pierfrancesco Alaimo 1 Dornan, G. J. 1 Dovers, Elliot 1 Drikvandi, Reza 1 Drovandi, Christopher C. 1 Dunstan, Piers K. 1 El-Horbaty, Yahia S. 1 Eshima, Nobuoki 1 Fa, J. E. 1 Farfán, M. A. 1 Forbes, Florence 1 Foss, Alexander H. 1 Frej, Michał 1 Freycon, Vincent 1 Fu, Zhixuan 1 Geenens, Gery 1 Gibaud, Julien 1 Givens, Geof H. 1 Gourlet-Fleury, Sylvie 1 Govindaraju, Raj 1 Grande-Vega, M. 1 Gregory, Karl Bruce 1 Gressani, Oswaldo 1 Gross, Elizabeth 1 Haberman, Steven 1 Hartmann, Marcelo 1 Haslett, Stephen J. 1 Haslett, Steve 1 Hauser, Paloma 1 Hazelton, Martin L. 1 Hébert, Emily T. 1 Hennig, Christian 1 Hill, Nicole A. 1 Holter, Julia C. 1 Hooten, Mevin B. 1 Horrace, William C. 1 Horrocks, Julie 1 Hu, Shuwen 1 Hu, Wenhao 1 Huang, Fei 1 Huang, Jian 1 Huggins, Richard M. 1 Huo, Shuning 1 Ibrahim, Joseph George 1 Isotalo, Jarkko 1 Jin, Baisuo 1 Jin, Shaobo ...and 128 more Authors all top 5 Cited in 39 Serials 9 Australian & New Zealand Journal of Statistics 8 Computational Statistics and Data Analysis 8 Environmetrics 7 Biometrics 7 Journal of the American Statistical Association 5 The Annals of Applied Statistics 4 Journal of Computational and Graphical Statistics 3 International Statistical Review 3 Communications in Statistics. Theory and Methods 3 Journal of Agricultural, Biological, and Environmental Statistics 3 Statistics in Medicine 2 Scandinavian Journal of Statistics 2 Journal of Statistical Computation and Simulation 2 Statistical Methods and Applications 2 Journal of Statistical Theory and Practice 2 Statistics and Computing 1 Bulletin of the Australian Mathematical Society 1 Journal of Mathematical Biology 1 Annals of the Institute of Statistical Mathematics 1 British Journal of Mathematical & Statistical Psychology 1 Journal of Computational and Applied Mathematics 1 Journal of Multivariate Analysis 1 Technometrics 1 Insurance Mathematics & Economics 1 Journal of Time Series Analysis 1 Revista Colombiana de Estadística 1 Statistica Sinica 1 Lifetime Data Analysis 1 Journal of Applied Statistics 1 Acta Mathematica Sinica. English Series 1 Acta et Commentationes Universitatis Tartuensis de Mathematica 1 Statistical Modelling 1 Journal of Algebra and its Applications 1 AStA. Advances in Statistical Analysis 1 Statistics Surveys 1 Science China. Mathematics 1 Journal of Business and Economic Statistics 1 Bayesian Analysis 1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences all top 5 Cited in 8 Fields 92 Statistics (62-XX) 4 Probability theory and stochastic processes (60-XX) 4 Biology and other natural sciences (92-XX) 2 General and overarching topics; collections (00-XX) 2 History and biography (01-XX) 2 Numerical analysis (65-XX) 1 Computer science (68-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year