Rafael Izbicki

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Ann B. LeeDepartment of Statistics & Data Science and the Machine Learning Department, Carnegie MellonVerified email at cmu.edu
Rafael Bassi SternAssistant Professor of Statistics, Federal University of São CarlosVerified email at ufscar.br
Luís Gustavo EstevesProfessor de Estatística, Universidade de São PauloVerified email at ime.usp.br
Ivan AprahamianFaculty of Medicine of JundiaíVerified email at usp.br
Peter FreemanCarnegie Mellon UniversityVerified email at cmu.edu
Marco InacioUniversity of São PauloVerified email at usp.br
Julio Michael SternProfessor of Applied Mathematics, University of Sao PauloVerified email at ime.usp.br
Jeffrey A. NewmanAssociate Professor of Physics at Astronomy, University of PittsburghVerified email at pitt.edu
Niccolò DalmassoSenior Researcher, JPMorgan AI ResearchVerified email at jpmchase.com
Victor FossaluzaProfessor of Statistics, University of São PauloVerified email at usp.br
José Eduardo MartinelliFaculdade de Medicina de JundiaíVerified email at fmj.br
Dra Juliana F. CecatoProfessora da Universidade São Francisco (USF) e Professora colaboradora do Departamento de ClínicaVerified email at institutomartinelli.com.br
Chad SchaferCarnegie Mellon UniversityVerified email at andrew.cmu.edu
David SteffensUniversity of ConnecticutVerified email at uchc.edu
Alexander Moreira-Almeida (ORCID:0...Universidade Federal de Juiz de Fora - UFJF - Research Center in Spirituality and Health (NUPES)Verified email at medicina.ufjf.br
Arthur Guerra de AndradeProfessor Associado do Departamento de Psiquiatria da FMUSP e Professor Titular de Psicologia MédicaVerified email at usp.br
Lúcio Garcia de OliveiraDepartamento de Neurociências da Faculdade de Medicina do Abc, FMABCVerified email at fmabc.br
Victor CoscratoPhD Student, University College CorkVerified email at usp.br
Luis Ernesto Bueno SalasarUFSCarVerified email at ufscar.br
Carlos ALBERTO DE BRAGANÇA Per...PROFESSOR DE ESTATÍSTICA DA UNIVERSIDADE DE SÃO PAULOVerified email at IME.USP.BR

Rafael Izbicki

Federal University of São Carlos

Verified email at ufscar.br - Homepage

Statistics Machine Learning Nonparametric Methods High-dimensional Inference Data Science


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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	133	2010
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	128	2013
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	71	2013
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	67	2016
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	57	2017
Converting high-dimensional regression to high-dimensional conditional density estimation R Izbicki, AB Lee Electronic Journal of Statistics 11 (2), 2800-2831, 2017	50	2017
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	45	2018
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	43	2016
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	34*	2020
High-dimensional density ratio estimation with extensions to approximate likelihood computation R Izbicki, A Lee, C Schafer Artificial Intelligence and Statistics, 420-429, 2014	33	2014
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	31	2011
A spectral series approach to high-dimensional nonparametric regression AB Lee, R Izbicki Electronic Journal of Statistics 10 (1), 423-463, 2016	27	2016
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	27	2011
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	26	2019
Logical consistency in simultaneous statistical test procedures R Izbicki, LG Esteves Logic Journal of the IGPL 23 (5), 732-758, 2015	20	2015
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	19	2020
Flexible distribution-free conditional predictive bands using density estimators R Izbicki, GT Shimizu, RB Stern Proceedings of Machine Learning Research - AISTATS, 3068-3077, 2020	18	2020
Photo- estimation: An example of nonparametric conditional density estimation under selection bias R Izbicki, AB Lee, PE Freeman The Annals of Applied Statistics 11 (2), 698-724, 2017	18	2017
Testing allele homogeneity: the problem of nested hypotheses R Izbicki, V Fossaluza, AG Hounie, EY Nakano, CA de Braganca Pereira BMC genetics 13 (1), 1-11, 2012	18	2012
Aprendizado de máquina: uma abordagem estatística Izbicki, Rafael, TM Santos http://www.rizbicki.ufscar.br/AME.pdf, 2020	16*	2020

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