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                           "Imagination is more important than knowledge." (A. Einstein)

 

Thiago Rezende dos Santos

Assistant Professor
Department of Statistics

ICEX
Universidade Federal de Minas Gerais
Avenida Presidente Antônio Carlos, 6627, ICEX, Departamento de Estatística – Pampulha, Belo Horizonte - Minas Gerais, 31270-901

Email: (thiagords at est.ufmg.br  or thiagors at iceb.ufop.br)

My curriculum Lattes

      "The ability to simplify means to eliminate the unnecessary so that the necessary may speak." Hans Hoffmann.

 

                               "I think 99 times and find nothing.

                                                                                I stop thinking, swim in silence, and the truth comes to me. " (A. Einstein)

                               "The supreme law of art is the representation of beauty" (L. da Vinci)

Education

Research

My research interests are:

Awards

 

Projects

Easy Sample Size Project:

This project has only pedagogical and academic purposes, indicating

materials, codes and softwares for the calculation of sample size

in some statistical techniques.

 

Packages

NGSSMEL Package:

This package provides some functions for modeling and

forecasting non-Gaussian time series via non-Gaussian state

space models with exact marginal likelihood.

Disclaimer: Use of any code from this package is at own risk!

 

Publications

Papers

SANTOS, T. R. ; Franco, G. C. Confidence intervals based on the deviance statistic
for the hyperparameters in state space models.

Communications in Statistics-Simulation and Computation, 2020. To appear.

SANTOS, T. R. Modeling Aedes aegypti trap data with unobserved components.

Environmental and Ecological Statisticsv. 26, p. 1-16, 2019.

SANTOS, T. R. ; Franco, G. C. Bootstrap for correcting the mean square error of prediction
and smoothed estimates in structural models.

Brazilian Journal of Probability and Statistics, v. 33, p. 139-160, 2019.

ABREU, L. G.;SANTOS, T. R. ; MELGACO, C. A.; LAGES, E. M. B. ABREU, M. H. ; PAIVA, S. M.
Impact of orthodontic treatment on adolescents' quality

of life: a longitudinal evaluation of treated and untreated individuals.
Quality of Life Research, 2018, p. 2019-2026, 2018. 

SANTOS, T. R.; Gamerman, D. ; FRANCO, G. C. . Reliability Analysis via Non-Gaussian State-Space Models.

 IEEE Transactions on Reliability, v. 66, p. 309-318, 2017.

SANTOS, T. R. Uma comparação dos modelos SARIMA e estruturais para a
previsão da incidência de Dengue em Belo Horizonte, Minas Gerais.

Revista Brasileira de Biometria, v. 35, p. 98-114, 2017.

MIRANDA, L. F. J. R. ; GOMES, K. B. ; TITO, P. A. L. ; SILVEIRA, J. N. ; PIANETTI, G. A. ; BYRRO, R. M. D.

PELES, P. R. H. ; PEREIRA, F. H. ; SANTOS, T. R. ; ASSINI, A. G. ; RIBEIRO, V. V. ; MORAES, E. N. ; CARAMELLI, P. 
Clinical response to donepezil in mild and moderate dementia: relationship to the drug plasma concentration
and the CYP2D6 and APOE genetic polymorphisms. Journal of Alzheimer's Disease, v. 55, p. 539-549, 2017.

CUNHA, M. A. G. M. ; LINO, P. ; VASCONCELOS, M. ; SANTOS, T. R. ; LUCAS, S. D. ; ABREU, M. H. .

A 15-Year Time-series Study of Tooth Extraction in Brazil. Medicine (Baltimore, Md.), v. 94, p. e1924, 2015.

SANTOS, T. R., Colosimo, E. A. A modified approximate method for analysis of degradation data.

Journal of Applied Statistics, v. 42, 1322-1331, 2015.

MIRANDA, L. F. J. R., GOMES, K. B., SILVEIRA, J. N., SANTOS, G. R., BYRRO, R. M. D., PELES, P. R. H., PEREIRA, F. H., 

SANTOS, T. R., ASSINI, A. G., RIBEIRO, V. V., TITO, P. A. L., MATOSO, R. O., LIMA, T. O. L., MORAES, E. N., CARAMELLI, P.

Predictive factors of clinical response to cholinesterase inhibitors in mild and moderate Alzheimer
disease and mixed dementia: a one-year naturalistic study. 

Journal of Alzheimer's Disease,45, 609-620, 2015.

SANTOS, T. R., Gamerman, D., FRANCO, G. C. A non-Gaussian family of state space models with exact marginal likelihood. 

Journal of Time Series Analysis (Print). , v.34, p.625 - 645, 2013. [pdf]

PINHO, F. M., SANTOS, T. R. Volatility of the European Stock Market Indices During the Global Financial Crisis
- A New Proposal of Stochastic Volatility. 

Journal of Statistical and Econometric Methods. , v.2, p.107 - 126, 2013. [pdf]

SANTOS, T. R., Franco, G. C., Gamerman, D. Comparison of classical and Bayesian approaches for intervention analysis. 

International Statistical Review. , v.78, p.218 - 239, 2010. [pdf]

SANTOS, T. R., FRANCO, G. C. Inference for the hyperparameters of structural models under

classical and Bayesian perspectives: a comparison study. 

Communications in Statistics. Simulation and Computation. , v.39, p.1671 - 1689, 2010. [pdf]

Freitas, M., SANTOS, T. R., Colosimo, E. A., Pires, M.C. Reliability assessment

using degradation models: bayesian e classical approach. 

Pesquisa Operacional (Impresso). , v.30, p.195 - 219, 2010. [pdf]

Franco, G. C., SANTOS, T. R., Ribeiro, J. A., CRUZ, F. R. B. Confidence Intervals for the

Hyperparameters in Structural Models. 

Communications in Statistics. Simulation and Computation. , v.37, p.486 - 497, 2008. [pdf]

DIAS, T. F., Lage, L. V., RIBEIRO, R. L., ASSIS, G. H. M., Rodrigues, J. G., SANTOS, T. R.,

Franco, G. C., Loschi, R. H., BRAGA, M. M.

Cursos diurnos e noturnos: fatores de aprovação no vestibular da UFMG. 

Cadernos de Pesquisa (Fundação Carlos Chagas. Impresso). , v.38, p.127 - 148, 2008.

 

Books

Franco, G. C., Gamerman, D., SANTOS, T. R. Modelos de Espaço de Estados: Abordagens Clássica e Bayesiana.

 São Paulo: ABE (Associação Brasileira de Estatística), 2009, v.1. p.119p. (in Portuguese)

[pdf]

 

Book Chapters

VIEIRA, J. R. ; SANTOS, T. R. ; REIS, I. A. ; LIBANIO, G. A. . Crescimento econômico e desemprego metropolitano: teoria

e evidência para o Brasil de 2002 a 2015.
In: Associação Brasileira de Desenvolvimento e Banco Interamericano de Desenvolvimento. (Org.).

Associação Brasileira de Desenvolvimento e Banco Interamericano de Desenvolvimento. (Org.).

Prêmio ABDE-BID 2017 (Coletânea de trabalhos). 1ed. Rio de Janeiro: ABDE Editorial, 2018, v. 1, p. 179-200.

Freitas, M., SANTOS, T. R., Pires, M.C., Colosimo, E. A. A closer look at degradation models: Classical
and Bayesian approaches In: Advances in Degradation Modeling - Applications to Reliability, Survival Analysis,

 and Finance.1 ed.New York : Birkhauser Boston, 2009, v.1, p. 157-180.

[acess]

 

My Association

 

     

ABE: Associação Brasileira de Estatística (Brazilian Statistical Association.).

 


Last updated: Fev. 01, 2019

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