Research output per year
Research output per year
Personal profile
Biography
I am a Postdoctoral Fellow in Statistics at the ANU Research School of Finance, Actuarial Studies and Statistics. My main research interests include developing statistical approaches for dependent data, such as clustered, spatial and spatio-temporal data, and applying these models to real-world problems.
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Research student supervision
- Registered to supervise
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Collaborations and top research areas from the last five years
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Research output
- 6 Article
-
Spatial confounding in joint species distribution models
Hui, F. K. C., Vu, Q. & Hooten, M. B., Oct 2024, In: Methods in Ecology and Evolution. 15, 10, p. 1906-1921 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Constructing large nonstationary spatio-temporal covariance models via compositional warpings
Vu, Q., Zammit-Mangion, A. & Chuter, S. J., Apr 2023, In: Spatial Statistics. 54, p. 1-16 16 p., 100742.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Warped Gradient-Enhanced Gaussian Process Surrogate Models for Exponential Family Likelihoods with Intractable Normalizing Constants
Vu, Q., Moores, M. & Zammit-Mangion, A., 2023, In: Bayesian Analysis. p. 1-25 25 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Deep Compositional Spatial Models
Zammit-Mangion, A., Ng, T. L. J., Vu, Q. & Filippone, M., 2022, In: Journal of the American Statistical Association. 117, 540, p. 1787-1808 22 p.Research output: Contribution to journal › Article › peer-review
Open Access28 Citations (Scopus) -
MODELING NONSTATIONARY AND ASYMMETRIC MULTIVARIATE SPATIAL COVARIANCES VIA DEFORMATIONS
Vu, Q., Zammit-Mangion, A. & Cressie, N., 2022, In: Statistica Sinica. 32, 4, p. 2071-2093 23 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus)