Dr. Isa Marques

Research
Spatial Statistics; Bayesian Statistics; Computational Statistics; Environmental and Ecological Sciences.

Short CV

Publications

Marques, Isa, Paul Wiemann, and Thomas Kneib. "A variance partitioning multi-level model for forest inventory data with a fixed plot design." Journal of Agricultural, Biological and Environmental Statistics (accepted).
Marques, Isa, Thomas Kneib, and Nadja Klein. "A non-stationary model for spatially dependent circular response data based on wrapped Gaussian processes." Statistics and Computing 32 (73) (2022).
Marques, Isa, Thomas Kneib, and Nadja Klein. "Mitigating Spatial Confounding by Explicitly Correlating Gaussian Random Fields." Environmetrics (2022): e2727.
Ieva Bebre, Isa Marques, and Peter Annighoefer. "Biomass allocation and leaf morphology of recently planted seedlings growing under various conditions of light availability and competition types." Plants 11(3) (2022): 305.
Marques, Isa, and Thomas Kneib. Discussion on "Spatial+: a novel approach to spatial confounding" by Dupont, E., Wood, S.N., and Augustin, N.H.
Biometrics (2021).
Marques, Isa, Nadja Klein, Thomas Kneib. "Non-stationary spatial regression for modelling monthly precipitation in Germany." Spatial Statistics 40 (2020): 100386.