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Rafael Izbicki
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Religion as a protective factor against drug use among Brazilian university students: a national survey
FC Gomes, AG de Andrade, R Izbicki, AM Almeida, LG de Oliveira
Revista Brasileira de Psiquiatria 35 (1), 29-37, 2013
1602013
Depressive morbidity and gender in community-dwelling Brazilian elderly: systematic review and meta-analysis
R Barcelos-Ferreira, R Izbicki, DC Steffens, CM Bottino
Int Psychogeriatr 22 (5), 712-26, 2010
1482010
Screening for frailty with the FRAIL scale: a comparison with the phenotype criteria
I Aprahamian, NO de Castro Cezar, R Izbicki, SM Lin, DLV Paulo, ...
Journal of the American Medical Directors Association 18 (7), 592-596, 2017
1142017
Evaluation of probabilistic photometric redshift estimation approaches for The Rubin Observatory Legacy Survey of Space and Time (LSST)
SJ Schmidt, AI Malz, JYH Soo, IA Almosallam, M Brescia, S Cavuoti, ...
Monthly Notices of the Royal Astronomical Society 499 (2), 1587-1606, 2020
932020
Hypertension and frailty in older adults
I Aprahamian, E Sassaki, MF Dos Santos, R Izbicki, RC Pulgrossi, ...
The Journal of Clinical Hypertension 20 (1), 186-192, 2018
932018
New image statistics for detecting disturbed galaxy morphologies at high redshift
PE Freeman, R Izbicki, AB Lee, JA Newman, CJ Conselice, ...
Monthly Notices of the Royal Astronomical Society 434 (1), 282-295, 2013
852013
A subtest analysis of the Montreal cognitive assessment (MoCA): which subtests can best discriminate between healthy controls, mild cognitive impairment and Alzheimer's disease?
JF Cecato, JE Martinelli, R Izbicki, MS Yassuda, I Aprahamian
International psychogeriatrics 28 (5), 825-832, 2016
832016
Converting high-dimensional regression to high-dimensional conditional density estimation
R Izbicki, A B. Lee
802017
Nonparametric conditional density estimation in a high-dimensional regression setting
R Izbicki, AB Lee
Journal of Computational and Graphical Statistics 25 (4), 1297-1316, 2016
662016
Flexible distribution-free conditional predictive bands using density estimators
R Izbicki, GT Shimizu, RB Stern
Proceedings of Machine Learning Research - AISTATS, 3068-3077, 2020
562020
Aprendizado de máquina: uma abordagem estatística
Izbicki, Rafael, TM Santos
http://www.rizbicki.ufscar.br/AME.pdf, 2020
55*2020
Conditional density estimation tools in python and R with applications to photometric redshifts and likelihood-free cosmological inference
N Dalmasso, T Pospisil, AB Lee, R Izbicki, PE Freeman, AI Malz
Astronomy and Computing 30, 100362, 2020
422020
ABC–CDE: Toward approximate Bayesian computation with complex high-dimensional data and limited simulations
R Izbicki, AB Lee, T Pospisil
Journal of Computational and Graphical Statistics 28 (3), 481-492, 2019
382019
A spectral series approach to high-dimensional nonparametric regression
AB Lee, R Izbicki
372016
High-dimensional density ratio estimation with extensions to approximate likelihood computation
R Izbicki, A Lee, C Schafer
Artificial intelligence and statistics, 420-429, 2014
372014
Can the CAMCOG be a good cognitive test for patients with Alzheimer's disease with low levels of education?
I Aprahamian, JE Martinelli, J Cecato, R Izbicki, MS Yassuda
International psychogeriatrics 23 (1), 96-101, 2011
372011
A unified framework for constructing, tuning and assessing photometric redshift density estimates in a selection bias setting
PE Freeman, R Izbicki, AB Lee
Monthly Notices of the Royal Astronomical Society 468 (4), 4556-4565, 2017
302017
Optimizing the CAMCOG test in the screening for mild cognitive impairment and incipient dementia: saving time with relevant domains
I Aprahamian, BS Diniz, R Izbicki, M Radanovic, PV Nunes, OV Forlenza
International journal of geriatric psychiatry 26 (4), 403-408, 2011
302011
Quantification under prior probability shift: the ratio estimator and its extensions
AF Vaz, R Izbicki, RB Stern
Journal of Machine Learning Research, 2019
292019
Photo- estimation: An example of nonparametric conditional density estimation under selection bias
R Izbicki, AB Lee, PE Freeman
292017
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Articles 1–20