Thiago RezendeAssistant
Professor ICEX Email: (thiagords at est.ufmg.br) "The ability to simplify means to eliminate the unnecessary so that the necessary may speak." Hans Hoffmann. |
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"Imagination is more important than knowledge." (A. Einstein)
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"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)
PhD. in Statistics, Universidade Federal de Minas Gerais, Brazil, 2012. [Doctoral dissertation]
M.S. in Statistics, Universidade Federal de Minas Gerais, Brazil, 2009. [Master thesis]
B.S. in Statistics, Universidade Federal de Minas Gerais, Brazil, 2006.
My research interests are:
Time Series Analysis: State-space models.
Sampling.
Prêmio ABDE-BID de Artigos sobre o Sistema Nacional de Fomento,
Associação Brasileira
de Desenvolvimento e o Banco Interamericano de Desenvolvimento, 2017.
Melhor Pôster do XV Encontro Mineiro de Estatística (MGEST), DEST,
Universidade
Federal de Minas Gerais, 2017.
Melhor Trabalho Científico no XIX Congresso Brasileiro de Geriatria e Gerontologia,
Sociedade Brasileira de Geriatria e Gerontologia, 2014.
Orientador do trabalho Valor em risco em ativos financeiros da Petrobras e da Vale
via MEE de verossimilhança exata,
selecionado entre os melhores trabalhos
da XXIII Semana de Iniciação Científica, UFMG, 2014.
Prêmio de Teses UFMG 2013: Área de Ciências Exatas e da Terra: Estatística e Probabilidade,
PrPG/UFMG, 2013.
REZENDE, T.. A new filtering inference procedure for a GED state-space volatility model.
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, v. 221, p. 55-68, 2022.
Santos, T. R.; Gamerman, D. ; Franco, G. C. . NGSSEML: Non-Gaussian State Space with Exact Marginal Likelihood.
R Journal, v. 13, p. 111-122, 2021.
SILVA, L. T. ; MARINHO, A. M. C. L. ; dos Santos, T. R. ; ABREU, M. H. N. G. ; ASSUNCAO, C. M. ; FERREIRA, F. M. .
Time series analysis of government information about COVID-19 on social media and the number of
new cases during the first 6 months of the pandemic: The Brazil case.
RESEARCH, SOCIETY AND DEVELOPMENT, v. 10, p. e501101623797, 2021.
SILVA, R. ; MACARI, S. ; dos Santos, T. R. ; WERNECK, M. ; PINTO, R. . The Panorama of
Cleft Lip and Palate Live Birth in Brazil: Follow-up of a 10-Year Period and Inequalities in the Health System.
THE CLEFT PALATE-CRANIOFACIAL JOURNAL (PRINT), v. -, p. 105566562110500, 2021.
REGO, A. T. ; dos SANTOS, T. R. . Non-Gaussian stochastic volatility model with jumps via Gibbs sampler.
Statistics and Its Interface, v. 13, p. 209-219, 2020.
CUNHA, M. A. ; VETTORE, M. V. ; dos SANTOS, T. R. ; Abreu, M. H. N. G. . The Role of Organizational Factors
and Human Resources in the Provision of Dental Prosthesis in Primary Dental Care in Brazil.
International Journal of Environmental Research and Public Health, v. 17, p. 1646, 2020.
CORRADI, L. ; ABREU, L. G. ; dos Santos, T. R. ; PAIVA, S. M. ; MELGACO, C. ; LAGES, E. M. B. . Quality of life of families of adolescents
undergoing fixed orthodontic appliance therapy: Evaluation of a cohort of parents/guardians of treated and untreated individuals.
INTERNATIONAL JOURNAL OF PAEDIATRIC DENTISTRY (ONLINE), v. 30, p. 634-641, 2020.
FERREIRA, M. D. M.; dos SANTOS, T. R. Um índice global de desempenho de atletas e equipes de voleibol.
Revista Brasileira de Estatística, v. 78, p. 35-50, 2020.
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, , v. 4, p. 998-1018, 2019.
REGO, A. T. ; SANTOS, T. R. Non-Gaussian Stochastic Volatility Model with Jumps via Gibbs Sampler.
Statistics and Its Interface, v. 13, p. 209-219, 2020. 2020.
SANTOS, T. R. Modeling Aedes aegypti trap data with unobserved components.
Environmental and Ecological Statistics. 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.
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)
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.
ABE: Associação Brasileira de Estatística (Brazilian Statistical Association.).
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