Recent selected publications

'Penalized Sparse Covariance Regression with High Dimensional Covariates

Gao, Y., Zhang, Z., Cai, Z., Zhu, X., Zou, T. & Wang, H. (2024), Forthcoming in Journal of Business & Economic Statistics

Identifying the structure of high-dimensional time series via eigen-analysis

Zhang, B., Gao, J., Pan, G., & Yang, Y. (2025). Forthcoming in The Journal of the American Statistical Association

Fixed and Random Covariance Regression Analyses

Zou, T., Lan, W., Li, R. & Tsai, C.-L. (2025). Forthcoming in Annals of Statistics

Asymptotics of the Allele Frequency Spectrum and the Number of Alleles

Maller, R., and Shemehsavar, S. (2025). Forthcoming in the Journal of Applied Probability.

Second term improvement to generalised linear mixed model asymptotics

Maestrini, L., Bhaskaran, A. and Wand, M. P. (2024). Biometrika 111, 1077-1084

Central limit theorem for intrinsic Frechet means in smooth compact Riemannian manifolds

Hotz, T., Le, Huiling and Wood, A.T.A. (2024). Probability Theory and Related Fields 198, 1219-1246. 

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

Hui, F.K.C., Maestrini, L., and Welsh, A.H. (2024). Biometrics 80, ujad001.

Robust score matching for compositional data

Scealy, J.L., Hingee, K., Kent, J.T. and Wood, A.T.A. (2024). Statistics and Computing 34, paper 93.

Sphractal: estimating the fractal dimension of surfaces computed from precise atomic coordinates via a box-counting algorithm

Ting, J.Y.C., Wood, A.T.A. and Barnard, A.S. (2024). Advanced Theory and Simulations 7, 2301227

Predicting niche overlap with model-based ordination

Veen, B., O'Hara, R.B., Hui, F.K.C., and Hovstad, K.A. (2024). Ecography 2024, e06938.

A Plot is Worth a Thousand Tests: Assessing Residual Diagnostics with the Lineup Protocol

Li, W., Cook, D., Tanaka, E., and VanderPlas, S. (2024). Journal of Computational and Graphical Statistics 33, 1497-1511

GEE-assisted forward regression for spatial latent variable models

Hui, F.K.C., Mueller, S., and Welsh, A.H. (2021). Journal of the American Statistical Association 118, 1252-1262

Regression modelling for size-and-shape data based on a Gaussian model for landmarks

Dryden, I.L., Kume, A., Paine, P.J. and Wood, A.T.A. (2021) Journal of the American Statistical Association 116, 1011-1022.

Analogues on the sphere of the affine-equivariant spatial median

Scealy, J.L. and Wood, A.T.A. (2021). Journal of the American Statistical Association 116, 1457-1471.