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Artigos em bioestatística e estatística aplicada

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Modelagem de epidemias e modelos de predição

 

MARTINEZ, E. Z.; ZUCOLOTO, M. L. ; ARAGON, D. C. Public interest in "early treatments" for coronavirus disease 2019 in Brazil: insights from Google Trends. Revista da Associação Médica Brasileira, v. 68, p. 308-312, 2022.
 

MARTINEZ, E. Z.; PASSOS, A. D. C.; CINTO, A. F.; ESCARSO, A. C.; MONTEIRO, R. A.; SILVA, J. M.; BELLISSIMO-RODRIGUES, F.; ARAGON, D. C. Feasibility of very short-term forecast models for COVID-19 hospital-based surveillance. Revista da Sociedade Brasileira de Medicina Tropical, v. 54, p. e07622020, 2021.


MARTINEZ, E. Z.; ARAGON, D. C.; NUNES, A. A. Short-term forecasting of daily COVID-19 cases in Brazil by using the Holt’s model. Revista da Sociedade Brasileira de Medicina Tropical, v. 53, p. e20200283, 2020.


MARTINEZ, E. Z.; ARAGON, D. C.; NUNES, A. A. Long-term forecasts of the COVID-19 epidemic: a dangerous idea. Revista da Sociedade Brasileira de Medicina Tropical, v. 53, p. e20200481, 2020.

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MARTINEZ, E. Z.; SILVA, E. A. S.; DAL FABRO, A. L. A SARIMA forecasting model to predict the number of cases of dengue in Campinas, southeast Brazil. Revista da Sociedade Brasileira de Medicina Tropical, v. 44, p. 436-440, 2011.

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MARTINEZ, E. Z.; SILVA, E. A. S. Predicting the number of cases of dengue infection in Ribeirão Preto, Brazil, using a SARIMA model. Cadernos de Saúde Pública, v. 27, p. 1809-1818, 2011.

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Modelos estatísticos para dados de sobrevivência

 

OLIVEIRA, R. P.; PERES, M. V. O.; ACHCAR, J. A.; MARTINEZ, E. Z. A new class of bivariate Sushila distributions in presence of right-censored and cure fraction. Brazilian Journal of Probability and Statistics, v. 37, p. 55-72, 2023.

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FREITAS, B. C. L.; ACHCAR, J. A.; PERES, M. V. O.; MARTINEZ, E. Z. Discrete Bilal distribution with right-censored data. Statistics, Optimization & Information Computing, v. 10, p. 1168-1186, 2022.

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OLIVEIRA, R. P.; PERES, M. V. O.; MARTINEZ, E. Z.; ACHCAR, J. A. A new cure rate regression framework for bivariate data based on the Chen distribution. Statistical Methods in Medical Research, v. 31, p. 2442-2455, 2022.

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FREITAS, B. C. L.; PERES, M. V. O.; ACHCAR, J. A.; MARTINEZ, E. Z. Bayesian and maximum likelihood inference approaches for the discrete
generalized Sibuya distribution with censored data. Electronic Journal of Applied Statistical Analysis (EJASA), v. 15, p. 50-74, 2022.

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PERES, M. V. O.; OLIVEIRA, R. P.; ACHCAR, J. A.; MARTINEZ, E. Z. The bivariate defective Gompertz Distribution based on Clayton copula with applications to medical data. Austrian Journal of Statistics, v. 51, p. 144-168, 2022.

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MARTINEZ, E. Z.; FREITAS, B. C. L.; ACHCAR, J. A.; ARAGON, D. C.; PERES, M. V. O. Exponentiated Weibull models applied to medical data in presence of right-censoring, cure fraction and covariates. Statistics, Optimization & Information Computing, v. 10, p. 548-571, 2022.


FREITAS, B. C. L.; PERES, M. V. O.; ACHCAR, J. A.; MARTINEZ, E. Z. Classical and Bayesian inference approaches for the exponentiated discrete Weibull model with censored data and a cure fraction. Pakistan Journal of Statistics and Operation Research, v. 17, p. 467-481, 2021.

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OLIVEIRA, R. P.; PERES, M. V. O.; SANTOS, M. R.; MARTINEZ, E. Z.; ACHCAR, J. A. A Bayesian inference approach for bivariate Weibull distributions derived from Roy and Morgenstern methods. Statistics, Optimization & Information Computing, v. 9, p. 529-554, 2021.


PERES, M. V. O.; ACHCAR, J. A.; MARTINEZ, E. Z. Bivariate lifetime models in presence of cure fraction: a comparative study with many different copula functions. Heliyon, v. 6, p. e03961, 2020.


OLIVEIRA, R. P.; PERES, M. V. O.; MARTINEZ, E. Z.; ACHCAR, J. A. Use of a discrete Sushila distribution in the analysis of right-censored lifetime data. Model Assisted Statistics and Applications, v. 14, p. 255-268, 2019.


MARTINEZ, E. Z.; ACHCAR, J. A. A new straightforward defective distribution for survival analysis in the presence of a cure fraction. Journal of Statistical Theory and Practice, v. 12, p. 688-703, 2018.


MARTINEZ, E. Z.; ACHCAR, J. A.; ICUMA, T. R. Bivariate Basu-Dhar geometric model for survival data with a cure fraction. Electronic Journal of Applied Statistical Analysis (EJASA), v. 11, p. 655-673, 2018.


PERES, M. V. O.; ACHCAR, J. A.; MARTINEZ, E. Z. Bivariate modified Weibull distribution derived from Farlie-Gumbel-Morgenstern copula: a simulation study. Electronic Journal of Applied Statistical Analysis (EJASA), v. 11, p. 463-488, 2018.

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SANTOS, M. R. ; ACHCAR, J. A.; MARTINEZ, E. Z. Bayesian and maximum likelihood inference for the defective Gompertz cure rate model with covariates: an application to the cervical carcinoma study. Ciência e Natura, v. 39, p. 244-258, 2017.

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MARTINEZ, E. Z.; ACHCAR, J. A. The defective generalized Gompertz distribution and its use in the analysis of lifetime data in presence of cure fraction, censored data and covariates. Electronic Journal of Applied Statistical Analysis (EJASA), v. 10, p. 463-484, 2017.

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Geoepidemiologia e modelos espaciais

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SATO, A. P. S.; BOING, A. C.; ALMEIDA, R. L. F.; XAVIER, M. O.; MOREIRA, R. S.; MARTINEZ, E. Z.; MATIJASEVICH, A.; DONALISIO, M. R. Measles vaccination in Brazil: where have we been and where are we headed?. Ciência & Saúde Coletiva, v. 28, p. 351-362, 2023.

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DONALISIO, M. R.; BOING, A. C.; SATO, A. P. S.; MARTINEZ, E. Z.; XAVIER, M. O.; ALMEIDA, R. L. F.; MOREIRA, R. S.; QUEIROZ, R. C. S.; MATIJASEVICH, A. Vaccination against poliomyelitis in Brazil from 2011 to 2021: successes, setbacks, and challenges ahead. Ciência & Saúde Coletiva, v. 28, p. 337-337, 2023.

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SILVA, D. G. ; RESENDE, L. I. ; LIZZI, E. A. S.; ACHCAR, J. A.; MARTINEZ, E. Z. . Bayesian bivariate spatial shared component model: mapping breast and cervical cancer mortality in Southern Brazil. Pakistan Journal Of Statistics And Operation Research, p. 775-788, 2022.

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MARTINEZ, E. Z.; LEITE DA ROZA, D. Ecological analysis of adolescent birth rates in Brazil: Association with Human Development Index. Women and Birth, v. 33, p. e191-e198, 2020.

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MARTINEZ, E. Z.; ZUCOLOTO, M. L.; GALDINO, G.; NUNES, A. A.; LIZZI, E. A. S. Spatiotemporal distribution of acquired immunodeficiency syndrome incidence in Brazil between 2012 and 2016. Revista da Sociedade Brasileira de Medicina Tropical, v. 53, p. e20190086, 2020.

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MARTINEZ, E. Z.; ACHCAR, J.A.; ARAGON, D. C.; BRUNHEROTTI, M. A. A. A Bayesian analysis for pseudo-compositional data with spatial structure. Statistical Methods in Medical Research, v. 29, p. 1386-1402, 2020.

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LIZZI, E. A. S.; NUNES, A. A.; MARTINEZ, E. Z. Spatiotemporal patterns of AIDS incidence among adults in São Paulo, Brazil. Revista da Sociedade Brasileira de Medicina Tropical, v. 52, p. e20180020, 2019.

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BRUNHEROTTI, M. A. A.; PRADO, M. F. ; MARTINEZ, E. Z . Spatial distribution of Robson 10-group classification system and poverty in southern and southeastern Brazil. International Journal of Gynecology & Obstetrics, v. 146, p. 88-94, 2019.

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MARTINEZ, E. Z.; ZUCOLOTO, M. L. ; SILVA, A. S. ; BRUNHEROTTI, M. A. A. Attributable fraction of congenital syphilis due to the lack of prenatal care. Revista da Sociedade Brasileira de Medicina Tropical, v. 52, p. e20180532, 2019.

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LEITE DA ROZA, D.; PINA, M. F.; OLIVEIRA, C. M. T.; MARTINEZ, E. Z. Association between adolescent pregnancy and Social Responsibility Index in the State of Minas Gerais, Brazil. Adolescência & Saúde, v. 15, p. 39-48, 2018.

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