Research

Interests

Survival analysis, Computational statistics, Time series, Regression models, Statistical learning, Censoring methodologies, Distribution theory, Spatial statistics and Mathematical statistics.

Publications (Last 5 years)

  1. DE FREITAS, JOÃO VICTOR B. ; NOBRE, JUVÊNCIO S. ; BOURGUIGNON, MARCELO ; SANTOS-NETO, MANOEL . A new approach to modeling positive random variables with repeated measures. JOURNAL OF APPLIED STATISTICS, v. 49, p. 3784-3803, 2022.
  2. SANTOS-NETO, MANOEL; GÓMEZ, YOLANDA M. ; GALLARDO, DIEGO I. ; COSTA, ELIARDO G. . Bayesian modeling for a new cure rate model based on the Nielsen distribution. Brazilian Journal of Probability and Statistics, v. 36, p. 807-820, 2022.
  3. BOURGUIGNON, M. ; Santos-Neto, M. ; CASTRO, M. . A new regression model for positive random variables with skewed and long tail. METRON, v. 79, p. 33-55, 2021.
  4. COSTA, ELIARDO ; SANTOS-NETO, MANOEL ; LEIVA, VÍCTOR . Optimal Sample Size for the Birnbaum-Saunders Distribution under Decision Theory with Symmetric and Asymmetric Loss Functions. Symmetry-Basel, v. 13, p. 926, 2021.
  5. CAVALCANTI, ALEXSANDRO B. ; BOTTER, DENISE A. ; BARROSO, LÚCIA P. ; SANTOS-NETO, MANOEL ; CORDEIRO, GAUSS M. . Improved score tests for exponential family nonlinear models. Communications in Statistics. Theory and Methods (Online), v. 50, p. 3731-3745, 2021.
  6. LEÃO, JEREMIAS ; Bourguignon, M. ; SAULO, HELTON ; SANTOS NETO, M. F. ; CALSAVARA, VINÍCIUS . The Negative Binomial Beta Prime Regression Model with Cure Rate: Application with a Melanoma Dataset. JOURNAL OF STATISTICAL THEORY AND PRACTICE, v. 15, p. 63, 2021.
  7. VILA, R. ; LEÃO, JEREMIAS ; Saulo, H. ; NABEED, M. ; SANTOS-NETO, MANOEL . On a bimodal Birnbaum-Saunders distribution with applications to lifetime data. Brazilian Journal of Probability and Statistics, v. 34, p. 495-518, 2020.
  8. RODRIGUES, JOSEMAR ; BOURGUIGNON, MARCELO ; SANTOS-NETO, MANOEL ; BALAKRISHNAN, N. . Fractional approaches for the distribution of innovation sequence of INAR(1) processes. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, v. 49, p. 2205-2216, 2020
  9. SOUSA, M. F. ; Saulo, H. ; Santos-Neto, M. ; LEIVA, V. . On a new mixture-based regression model: simulation and application to data with high censoring. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, v. 90, p. 2861-2877, 2020.
  10. PEREIRA, GUSTAVO H. A. ; SCUDILIO, JULIANA ; SANTOS-NETO, MANOEL ; BOTTER, DENISE A. ; SANDOVAL, MÔNICA C. . A class of residuals for outlier identification in zero adjusted regression models. JOURNAL OF APPLIED STATISTICS, v. 47, p. 1833-1847, 2020.
  11. BOURGUIGNON, MARCELO ; RODRIGUES, JOSEMAR ; SANTOS-NETO, MANOEL . Extended Poisson INAR(1) processes with equidispersion, underdispersion and overdispersion. JOURNAL OF APPLIED STATISTICS, v. 46, p. 101-118, 2019.
  12. TOMAZELLA, V. L. D. ; PEREIRA, G. H. ; NOBRE, J. S. ; Santos-Neto, M. . Zero-adjusted reparameterized Birnbaum-Saunders regression model. STATISTICS & PROBABILITY LETTERS, v. 149, p. 142-145, 2019.
  13. SAULO, HELTON ; LEÃO, JEREMIAS ; SANTOS-NETO, MANOEL . Discussion of -Birnbaum-Saunders distribution: A review of models, analysis, and applications- by N. Balakrishnan and Debasis Kundu. APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, v. 35, p. 118-121, 2019.

Preprints

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