Marcos Oliveira Prates

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 5

Top Topics

Mixture Modeling

Hyperparameters

Expectation Maximisation

Confirmatory Factor Analysis

Top Venues

J. Multivar. Anal.

Publications

Zaida C. Quiroz, Marcos Oliveira Prates, Dipak K. Dey, Håvard Rue
Fast Bayesian inference of block Nearest Neighbor Gaussian models for large data. Stat. Comput. 33 (2) (2023)
Carlos García, Zaida C. Quiroz, Marcos Oliveira Prates
Bayesian spatial quantile modeling applied to the incidence of extreme poverty in Lima-Peru. Comput. Stat. 38 (2) (2023)
Victor H. Lachos, Marcos Oliveira Prates, Dipak K. Dey
Heckman selection-t model: Parameter estimation via the EM-algorithm. J. Multivar. Anal. 184 (2021)
Victor H. Lachos, Celso R. B. Cabral, Marcos Oliveira Prates, Dipak K. Dey
Flexible regression modeling for censored data based on mixtures of student-t distributions. Comput. Stat. 34 (1) (2019)
Luis Mauricio Castro, Denise Reis Costa, Marcos Oliveira Prates, Victor Hugo Lachos
Likelihood-based inference for Tobit confirmatory factor analysis using the multivariate Student-t distribution. Stat. Comput. 25 (6) (2015)
Marcos Oliveira Prates, Denise Reis Costa, Victor Hugo Lachos
Generalized linear mixed models for correlated binary data with t-link. Stat. Comput. 24 (6) (2014)
Celso Rômulo Barbosa Cabral, Victor H. Lachos, Marcos Oliveira Prates
Multivariate mixture modeling using skew-normal independent distributions. Comput. Stat. Data Anal. 56 (1) (2012)