Dr Huang obtained an Honours degree in Science (Advanced Mathematics) from the University of Sydney, and a PhD (Statistics) from the University of Chicago on a McCormick Fellowship. He previously lectured at the University of Wisconsin-Madison and the University of Technology Sydney, before moving to the University of Queensland where he is currently the Statistics Major Convenor.
Journal Article: Profile likelihood ratio tests for parameter inferences in generalised single-index models
Zhang, Nanxi and Huang, Alan (2018) Profile likelihood ratio tests for parameter inferences in generalised single-index models. Journal of Nonparametric Statistics, 30 4: 1-16. doi:10.1080/10485252.2018.1506121
Journal Article: Mean-parametrized Conway-Maxwell-Poisson regression models for dispersed counts
Huang, Alan (2017) Mean-parametrized Conway-Maxwell-Poisson regression models for dispersed counts. Statistical Modelling: An International Journal, 17 6: 359-380. doi:10.1177/1471082X17697749
Journal Article: On generalized estimating equations for vector regression
Huang, Alan (2017) On generalized estimating equations for vector regression. Australian and New Zealand Journal of Statistics, 59 2: 195-213. doi:10.1111/anzs.12191
Nonparametric and doubly-nonparametric methods in generalized linear models.
(2018) Doctor Philosophy
Statistical Methods and Their Applications to Rock Mechanics Problems at Scale: Factor of Safety and Probability of Failure
Doctor Philosophy
Model Selection in Graphical Models for Mixed Data
Master Philosophy
Profile likelihood ratio tests for parameter inferences in generalised single-index models
Zhang, Nanxi and Huang, Alan (2018) Profile likelihood ratio tests for parameter inferences in generalised single-index models. Journal of Nonparametric Statistics, 30 4: 1-16. doi:10.1080/10485252.2018.1506121
Mean-parametrized Conway-Maxwell-Poisson regression models for dispersed counts
Huang, Alan (2017) Mean-parametrized Conway-Maxwell-Poisson regression models for dispersed counts. Statistical Modelling: An International Journal, 17 6: 359-380. doi:10.1177/1471082X17697749
On generalized estimating equations for vector regression
Huang, Alan (2017) On generalized estimating equations for vector regression. Australian and New Zealand Journal of Statistics, 59 2: 195-213. doi:10.1111/anzs.12191
Orthogonality of the mean and error distribution in generalized linear models
Huang, Alan and Rathouz, Paul J. (2017) Orthogonality of the mean and error distribution in generalized linear models. Communications in Statistics - Theory and Methods, 46 7: 3290-3296. doi:10.1080/03610926.2013.851241
Joint estimation of the mean and error distribution in generalized linear models
Huang, Alan (2014) Joint estimation of the mean and error distribution in generalized linear models. Journal of The American Statistical Association, 109 505: 186-196. doi:10.1080/01621459.2013.824892
Self-organization of bacterial biofilms is facilitated by extracellular DNA
Gloag, Erin S., Turnbull, Lynne, Huang, Alan, Vallotton, Pascal, Wang, Huabin, Nolan, Laura M., Mililli, Lisa, Hunt, Cameron, Lu, Jing, Osvath, Sarah R., Monahan, Leigh G., Cavaliere, Rosalia, Charles, Ian G., Wand, Matt P., Gee, Michael L., Prabhakar, Ranganathan and Whitchurch, Cynthia B. (2013) Self-organization of bacterial biofilms is facilitated by extracellular DNA. Proceedings of the National Academy of Sciences of the United States of America, 110 28: 11541-11546. doi:10.1073/pnas.1218898110
Density estimation and nonparametric inferences using maximum likelihood weighted kernels
Huang, Alan (2013) Density estimation and nonparametric inferences using maximum likelihood weighted kernels. Journal of Nonparametric Statistics, 25 3: 561-571. doi:10.1080/10485252.2013.797090
Simple marginally noninformative prior distributions for covariance matrices
Huang, Alan and Wand, M. P. (2013) Simple marginally noninformative prior distributions for covariance matrices. Bayesian Analysis, 8 2: 439-452. doi:10.1214/13-BA815
Proportional likelihood ratio models for mean regression
Huang, Alan and Rathouz, Paul J. (2012) Proportional likelihood ratio models for mean regression. Biometrika, 99 1: 223-229. doi:10.1093/biomet/asr075
Robust permutation tests for two samples
Huang, Alan, Jin, Rungao and Robinson, John (2009) Robust permutation tests for two samples. Journal of Statistical Planning and Inference, 139 8: 2631-2642. doi:10.1016/j.jspi.2008.12.003
Directing human attention with pointing
Wang, Xun, Williams, Mary-Anne, Gardenfors, Peter, Vitale, Jonathan, Abidi, Shaukat, Johnston, Benjamin, Kuipers, Benjamin and Huang, Alan (2014). Directing human attention with pointing. In: Proceedings of the 23rd IEEE International Symposium on Robot and Human Interactive Communication, IEEE RO-MAN 2014. 23rd IEEE International Symposium on Robot and Human Interactive Communication, IEEE RO-MAN 2014, Edinburgh, United Kingdom, (174-179). 25 - 29 August 2014. doi:10.1109/ROMAN.2014.6926249
Statistical Methods and Their Applications to Rock Mechanics Problems at Scale: Factor of Safety and Probability of Failure
Doctor Philosophy — Associate Advisor
Other advisors:
Model Selection in Graphical Models for Mixed Data
Master Philosophy — Associate Advisor
Other advisors:
Bayesian methods to treat geotechnical uncertainty in risk based slope design
Doctor Philosophy — Associate Advisor
Other advisors:
Nonparametric and doubly-nonparametric methods in generalized linear models.
(2018) Doctor Philosophy — Principal Advisor