Estelina S. M. Capistrano

Estelina S. M. Capistrano
Fluminense Federal University | UFF · Departamento de Estatística (GET)

D.Sc. in Statistics

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2
Publications
255
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13
Citations

Publications

Publications (2)
Article
We develop a Bayesian approach to estimate the average treatment effect on the treated in the presence of confounding. The approach builds on developments proposed by Saarela et al in the context of marginal structural models, using importance sampling weights to adjust for confounding and estimate a causal effect. The Bayesian bootstrap is adopted...
Article
Full-text available
Ecologists often interpret variation in the spatial distribution of populations in terms of responses to environmental features, but disentangling the effects of individual variables can be difficult if latent effects and spatial and temporal correlations are not accounted for properly. Here, we use hierarchical models based on a Poisson log-normal...

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