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Francis Hui - Researcher Profile
Francis Hui
ANU Finance
Associate Professor
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Publications Title Journal Name Year ABDC Ranking
Random effects misspecification and its consequences for prediction in generalized linear mixed models Computational Statistics and Data Analysis 2026 A
A compositional approach to modeling cause-specific mortality with zero counts Annals of Actuarial Science 2025 A
ON THE EFFICIENCY OF COMPOSITE LIKELIHOOD ESTIMATION FOR GAUSSIAN SPATIAL PROCESSES Statistica Sinica 2024 A
Simultaneous Coefficient Clustering and Sparsity for Multivariate Mixed Models Journal of Computational and Graphical Statistics 2024 A*
A double fixed rank kriging approach to spatial regression models with covariate measurement error Environmetrics 2023 B
Cause-of-death mortality forecasting using adaptive penalized tensor decompositions Insurance: Mathematics & Economics 2023 A*
Fast and universal estimation of latent variable models using extended variational approximations Statistics and Computing 2023 A
GEE-Assisted Variable Selection for Latent Variable Models with Multivariate Binary Data Journal of the American Statistical Association 2023 A*
Likelihood-based surrogate dimension reduction Statistics and Computing 2023 A
On the Robust Estimation of Spatial Autoregressive Models Econometrics and Statistics 2023 B
Estimation of graphical models for skew continuous data Scandinavian Journal of Statistics 2022 A
GEE-Assisted Forward Regression for Spatial Latent Variable Models Journal of Computational and Graphical Statistics 2022 A*
MULTI-STATE MODELLING OF CUSTOMER CHURN ASTIN Bulletin 2022 A
SPARSE SLICED INVERSE REGRESSION VIA CHOLESKY MATRIX PENALIZATION Statistica Sinica 2022 A
Sufficient dimension reduction for clustered data via finite mixture modelling Australian and New Zealand Journal of Statistics 2022 A
Analyzing environmental-trait interactions in ecological communities with fourth-corner latent variable models Environmetrics 2021 B
A shared parameter mixture model for longitudinal income data with missing responses and zero rounding Australian and New Zealand Journal of Statistics 2021 A
On the use of a penalized quasilikelihood information criterion for generalized linear mixed models Biometrika 2021 A*
Random Effects Misspecification Can Have Severe Consequences for Random Effects Inference in Linear Mixed Models International Statistical Review 2021 A
What is the effective sample size of a spatial point process? Australian and New Zealand Journal of Statistics 2021 A
On goodness-of-fit measures for Poisson regression models Australian and New Zealand Journal of Statistics 2020 A
Positive interspecific associations consistent with social information use shape juvenile fish assemblages Ecology 2020 A
The LASSO on latent indices for regression modeling with ordinal categorical predictors Computational Statistics and Data Analysis 2020 A
Joint species distribution models with species correlations and imperfect detection Ecology 2019 A
Semiparametric Regression Using Variational Approximations Journal of the American Statistical Association 2019 A*
Testing random effects in linear mixed models: another look at the F-test (with discussion) Australian and New Zealand Journal of Statistics 2019 A
A general algorithm for covariance modeling of discrete data Journal of Multivariate Analysis 2018 A
Sparse Pairwise Likelihood Estimation for Multivariate Longitudinal Mixed Models Journal of the American Statistical Association 2018 A*
Generalized Linear Latent Variable Models for Multivariate Count and Biomass Data in Ecology Journal of Agricultural, Biological and Environmental Statistics 2017 B
Hierarchical selection of fixed and random effects in generalized linear mixed models Statistica Sinica 2017 A
Joint Selection in Mixed Models using Regularized PQL Journal of the American Statistical Association 2017 A*
Model-based simultaneous clustering and ordination of multivariate abundance data in ecology Computational Statistics and Data Analysis 2017 A
Variational Approximations for Generalized Linear Latent Variable Models Journal of Computational and Graphical Statistics 2017 A*
Community level models, finite mixture models, penalized likelihood, regularization, species archetype models, variable selection Annals of Applied Statistics 2015 A
Order selection in finite mixture models: Complete or observed likelihood information criteria? Biometrika 2015 A*
Tuning Parameter Selection for the Adaptive Lasso Using ERIC Journal of the American Statistical Association 2015 A*
A nonparametric measure of local association for two-way contingency tables Computational Statistics and Data Analysis 2013 A
Finite Mixture of Regression Modeling for High-Dimensional Count and Biomass Data in Ecology Journal of Agricultural, Biological and Environmental Statistics 2013 B
To mix or not to mix: Comparing the predictive performance of mixture models vs. separate species distribution models Ecology 2013 A
Nonparametric bootstrap tests of conditional independence in two-way contingency tables Journal of Multivariate Analysis 2012 A
The arcsine is asinine: The analysis of proportions in ecology Ecology 2011 A