Bayesian Statistics

Simulation-Based Inference with Waldo: Confidence Regions by Leveraging Prediction Algorithms or Posterior Estimators for Inverse Problems
L. Masserano, T. Dorigo, Rafael Izbicki, M. Kuusela, A. B. Lee
February, 2023 Proceedings of Machine Learning Research (AISTATS track)
Preprint
What if the forecaster knew? Assessing forecast reliability via simulation
M. H. de A. Inácio, Rafael Izbicki, D. L. Lopes, M. A. Diniz, L. E. B. Salasar, J. Poloniato
January, 2022 TEMA.
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Comparing probabilistic predictive models applied to football
We propose two Bayesian multinomial-Dirichlet models to predict the final outcome of football (soccer) matches and compare them to …
M. A. Diniz, Rafael Izbicki, D. L. Lopes, L. E. B. Salasar
January, 2019 Journal of the Operational Research Society.
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A Bayesian Look at Nonidentifiability: a Simple Example
This article discusses the concept of identifiability in simple probability calculus. Emphasis is given to Bayesian solutions. In …
S. Wechsler, Rafael Izbicki, L. G. Esteves
November, 2013 The American Statistician
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Testing Allele Homogeneity: The Problem of Nested Hypotheses
Rafael Izbicki, V. Fossaluza, A. G. Hounie, E. Y. Nakano, C. A. de B. Pereira
November, 2012 BMC Genetics paper
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