91 citations · 581 across the 43 of their papers we have counts for
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stat.AP2017★ 7 cited
Comparing probabilistic predictive models applied to football
Marcio A. Diniz, Rafael Izbicki, Danilo Lopes +1
We propose two Bayesian multinomial-Dirichlet models to predict the final outcome of football (soccer) matches and compare them to three well-known models regarding their predictiv…
stat.ME2017
Converting High-Dimensional Regression to High-Dimensional Conditional Density Estimation
Rafael Izbicki, Ann B. Lee
There is a growing demand for nonparametric conditional density estimators (CDEs) in fields such as astronomy and economics. In astronomy, for example, one can dramatically improve…
astro-ph.IM2017★ 26 cited
A Unified Framework for Constructing, Tuning and Assessing Photometric Redshift Density Estimates in a Selection Bias Setting
Peter E. Freeman, Rafael Izbicki, Ann B. Lee
Photometric redshift estimation is an indispensable tool of precision cosmology. One problem that plagues the use of this tool in the era of large-scale sky surveys is that the bri…