Hélio S. Migon

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All published works

Action	Title	Year	Authors
+	kDGLM: Bayesian Analysis of Dynamic Generalized Linear Models	2024	Silvaneo Vieira dos Santos Mariane Branco Alves Hélio S. Migon
+ PDF Chat	kDGLM: a R package for Bayesian analysis of Generalized Dynamic Linear Models	2024	Silvaneo Vieira dos Santos Mariane Branco Alves Hélio S. Migon
+	Variational Bayesian Lasso for spline regression	2024	Larissa C. Alves Ronaldo Dias Hélio S. Migon
+	Unsupervised Bayesian classification for models with scalar and functional covariates	2024	Nancy L. Garcia Mariana Rodrigues‐Motta Hélio S. Migon Eva Petkova Thaddeus Tarpey R. Todd Ogden J.O. Giordano Martín M. Pérez
+ PDF Chat	Solution of advection-diffusion-reaction inverse problems with Physics-Informed Neural Networks	2023	Roberto Mamud Guedes da Silva Carlos Tadeu Pagani Zanini Hélio S. Migon Antônio José da Silva Neto
+ PDF Chat	Variational inference for Bayesian bridge regression	2023	Carlos Tadeu Pagani Zanini Hélio S. Migon Ronaldo Dias
+	Variational Inference for Bayesian Bridge Regression	2022	Carlos Tadeu Pagani Zanini Hélio S. Migon Ronaldo Dias
+	k-parametric Dynamic Generalized Linear Models: a sequential approach via Information Geometry	2022	Raíra Marotta Mariane Branco Alves Hélio S. Migon
+	Unsupervised Bayesian classification for models with scalar and functional covariates	2022	Nancy L. Garcia Mariana Rodrigues‐Motta Hélio S. Migon Eva Petkova Thaddeus Tarpey R. Todd Ogden Julio O. Giodano Martin Matias Perez
+	Variational Inference for Bayesian Bridge Regression	2022	Carlos Tadeu Pagani Zanini Hélio S. Migon Ronaldo Dias
+	Dynamic Weights in Gaussian Mixture Models: A Bayesian Approach	2021	Michel H. Montoril Leandro T. Correia Hélio S. Migon
+	Bayesian estimation of dynamic weights in Gaussian mixture models	2021	Michel H. Montoril Leandro T. Correia Hélio S. Migon
+	Variational Full Bayes Lasso: Knots Selection in Regression Splines	2021	Larissa C. Alves Ronaldo Dias Hélio S. Migon
+	The effects of degrees of freedom estimation in the Asymmetric GARCH model with Student-t Innovations	2019	Thaís C. O. Fonseca V. S. Cerqueira Hélio S. Migon Cristian Andrés Cruz Torres
+ PDF Chat	Time series of count data: A review, empirical comparisons and data analysis	2019	Glaura C. Franco Hélio S. Migon Marcos O. Prates
+ PDF Chat	Dynamic Quantile Linear Models: A Bayesian Approach	2019	Kelly C. M. Gonçalves Hélio S. Migon Leonardo Soares Bastos
+	Reference Bayesian analysis for hierarchical models	2019	Thaís C. O. Fonseca Hélio S. Migon Heudson Mirandola
+	The effects of degrees of freedom estimation in the Asymmetric GARCH model with Student-t Innovations	2019	Thaís C. O. Fonseca V. S. Cerqueira Hélio S. Migon Cristian Andrés Cruz Torres
+	Dynamic quantile linear model: a Bayesian approach	2017	Kelly C. M. Gonçalves Hélio S. Migon Leonardo Soares Bastos
+	Dynamic quantile linear models: a Bayesian approach	2017	Kelly C. M. Gonçalves Hélio S. Migon Leonardo Soares Bastos
+	Full Bayesian inference for asymmetric Garch models with Student-T innovations	2016	Thaís C. O. Fonseca Vinícius dos Santos Cerqueira Hélio S. Migon Cristian Andrés Cruz Torres
+ PDF Chat	Extended dynamic generalized linear models: The two-parameter exponential family	2016	M.A.O. Souza Hélio S. Migon J.B.M. Pereira
+	Hierarchical Dynamic Beta Model	2016	C.Q. da-Silva Hélio S. Migon
+	Extended Dynamic Generalized Linear Models: the two-parameter exponential family	2015	Mariana Albi de Oliveira Souza Hélio S. Migon
+	A Hierarchical Dynamic Beta Regression Model of School Performance in the Brazilian Mathematical Olympiads for Public Schools	2015	Alexandra M. Schmidt Caroline P. de Moraes Hélio S. Migon
+	Extended Dynamic Generalized Linear Models: the two-parameter exponential family	2015	Mariana Albi de Oliveira Souza Hélio S. Migon
+	A Hierarchical Dynamic Beta Regression Model of School Performance in the Brazilian Mathematical Olympiads for Public Schools	2015	Alexandra M. Schmidt Caroline P. de Moraes Hélio S. Migon
+	Statistical Inference: An Integrated Approach, Second Edition	2014	Hélio S. Migon Dani Gamerman Francisco Louzada
+	'Objective Bayesian analysis for the Student-t regression model'	2014	Thaís C. O. Fonseca M. A. R. Ferreira Hélio S. Migon
+	A dynamic linear model with extended skew-normal for the initial distribution of the state parameter	2014	Celso Rômulo Barbosa Cabral Cibele Q. da-Silva Hélio S. Migon
+	An efficient sampling scheme for dynamic generalized models	2013	Hélio S. Migon Alexandra M. Schmidt Romy E. R. Ravines João Batista Pereira
+	Generalized linear models with random effects in the two-parameter exponential family	2012	Edilberto Cepeda‐Cuervo Hélio S. Migon Liliana Garrido Jorge Alberto Achcar
+	Bayesian analysis based on the Jeffreys prior for the hyperbolic distribution	2012	Thaís C. O. Fonseca Hélio S. Migon Marco A. R. Ferreira
+	Objective Bayesian analysis for exponential power regression models	2012	Esther Salazar Marco A. R. Ferreira Hélio S. Migon
+	Bayesian inference in an item response theory model with a generalized student t link function	2012	Caio Azevedo Hélio S. Migon
+	An IRT model with a generalized Student-t link function	2012	Hélio S. Migon
+	Dynamic Bayesian beta models	2011	C.Q. da-Silva Hélio S. Migon Leandro T. Correia
+	Stochastic volatility in mean models with scale mixtures of normal distributions and correlated errors: A Bayesian approach	2010	Carlos A. Abanto‐Valle Hélio S. Migon Víctor H. Lachos
+	Dynamic Linear Models with R by PETRIS, G., PETRONE, S. and CAMPAGNOLI, P.	2010	Hélio S. Migon
+	Bayesian outlier analysis in binary regression	2010	Aparecida Doniseti Pires de Souza Hélio S. Migon
+	Bayesian modeling of financial returns: A relationship between volatility and trading volume	2009	Carlos A. Abanto‐Valle Hélio S. Migon Hedibert F. Lopes
+	Modelling zero-inflated spatio-temporal processes	2009	Marcus VM Fernandes Alexandra M. Schmidt Hélio S. Migon
+	Objective Bayesian analysis for the Student-t regression model	2008	Thaís C. O. Fonseca M. A. R. Ferreira Hélio S. Migon
+	Hierarchical Bayesian models applied to air surveillance radars	2006	Luís Guillermo Coca Velarde Hélio S. Migon David A. Alcoforado
+	Bayesian graduation of mortality rates: An application to reserve evaluation	2006	César Neves Hélio S. Migon
+	Revisiting distributed lag models through a Bayesian perspective	2006	Romy R. Ravines Alexandra M. Schmidt Hélio S. Migon
+	The extended generalized inverse Gaussian distribution for log-linear and stochastic volatility models	2006	Ralph S. Silva Hedibert F. Lopes Hélio S. Migon
+	Hierarchical Bayesian collective risk model: an application to health insurance	2005	Hélio S. Migon Fernando A. S. Moura
+	Dynamic Models	2005	Hélio S. Migon Dani Gamerman Hedibert F. Lopes Marco A. R. Ferreira
+ PDF Chat	Bayesian binary regression model: an application to in-hospital death after AMI prediction	2004	Aparecida Doniseti Pires de Souza Hélio S. Migon
+	A Bayesian Analysis of Reliability in Accelerated Life Tests Using Gibbs Sampler	2001	Néli Maria Costa Mattos Hélio S. Migon
+ PDF Chat	Modelos GARCH Bayesianos: Métodos Aproximados e Aplicações	1999	Hélio S. Migon Josmar Mazucheli
+ PDF Chat	Comentários sobre o Artigo Robust Estimation for ARCR Models	1999	Hélio S. Migon
+	Statistical inference : an integrated approach	1999	Hélio S. Migon Dani Gamerman Francisco Louzada
+	Bayesian approximations in randomized response model	1997	Hélio S. Migon Vilma Mayumi Tachibana
+	Longitudinal data analysis of animal growth via multivariate dynamic models	1996	Emanuel Pimentel Barbosa Hélio S. Migon
+	Dynamic Hierarchical Models	1993	Dani Gamerman Hélio S. Migon
+	Tractors in Spain — A Dynamic Reanalysis	1991	Dani Gamerman Hélio S. Migon
+	Forecasting the Number of AIDS Cases in Brazil	1991	Dani Gamerman Hélio S. Migon
+	Dynamic Generalized Linear Models and Bayesian Forecasting	1985	Mike West P. J. Harrison Hélio S. Migon
+	Dynamic Generalized Linear Models and Bayesian Forecasting	1985	Mike West P. J. Harrison Hélio S. Migon
+	Comparison of tests for the two-way layout	1978	J. Norberto W. Dachs Hélio S. Migon

Common Coauthors

Coauthor	Papers Together
Thaís C. O. Fonseca	7
Dani Gamerman	6
Ronaldo Dias	5
Alexandra M. Schmidt	5
Carlos Tadeu Pagani Zanini	4
Leonardo Soares Bastos	3
Cristian Andrés Cruz Torres	3
Mariane Branco Alves	3
Kelly C. M. Gonçalves	3
Marco A. R. Ferreira	3
Leandro T. Correia	3
Hedibert F. Lopes	3
Larissa C. Alves	2
Francisco Louzada	2
Aparecida Doniseti Pires de Souza	2
Mariana Rodrigues‐Motta	2
M. A. R. Ferreira	2
C.Q. da-Silva	2
Carlos A. Abanto‐Valle	2
Michel H. Montoril	2
Mariana Albi de Oliveira Souza	2
Eva Petkova	2
Nancy L. Garcia	2
Caroline P. de Moraes	2
Thaddeus Tarpey	2
V. S. Cerqueira	2
Silvaneo Vieira dos Santos	2
P. J. Harrison	2
J.B.M. Pereira	1
Antônio José da Silva Neto	1
M.A.O. Souza	1
J.O. Giordano	1
Martín M. Pérez	1
Raíra Marotta	1
Romy E. Ravines	1
Roberto Mamud Guedes da Silva	1
César Neves	1
Esther Salazar	1
Julio O. Giodano	1
Heudson Mirandola	1
Víctor H. Lachos	1
Cibele Q. da-Silva	1
Luís Guillermo Coca Velarde	1
Jorge Alberto Achcar	1
Néli Maria Costa Mattos	1
Liliana Garrido	1
Vilma Mayumi Tachibana	1
Glaura C. Franco	1
Caio Azevedo	1
R. Todd Ogden	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Dynamic Generalized Linear Models and Bayesian Forecasting	1985	Mike West P. J. Harrison Hélio S. Migon	12
+ PDF Chat	Bayesian Measures of Model Complexity and Fit	2002	David J. Spiegelhalter Nicola Best Bradley P. Carlin Angelika van der Linde	9
+	Dynamic Hierarchical Models	1993	Dani Gamerman Hélio S. Migon	9
+	On Gibbs sampling for state space models	1994	Chris Carter Robert Kohn	8
+	Objective Bayesian analysis for the Student-t regression model	2008	Thaís C. O. Fonseca M. A. R. Ferreira Hélio S. Migon	8
+	Dynamic Bayesian beta models	2011	C.Q. da-Silva Hélio S. Migon Leandro T. Correia	6
+	Statistical inference : an integrated approach	1999	Hélio S. Migon Dani Gamerman Francisco Louzada	5
+ PDF Chat	Multivariate Student-t regression models: Pitfalls and inference	1999	Carmen Fernández	5
+	Likelihood analysis of non-Gaussian measurement time series	1997	Neil Shephard M. Pitt	5
+	Model choice: a minimum posterior predictive loss approach	1998	Alan E. Gelfand Sujit K. Ghosh	5
+	Outlier Models and Prior Distributions in Bayesian Linear Regression	1984	Mike West	5
+	Markov chain Monte Carlo for dynamic generalised linear models	1998	Dani Gamerman	4
+	The Bayesian Lasso	2008	Trevor Park George Casella	4
+ PDF Chat	General Methods for Monitoring Convergence of Iterative Simulations	1998	Stephen P. Brooks Andrew Gelman	4
+	Accurate Approximations for Posterior Moments and Marginal Densities	1986	Luke Tierney Joseph B. Kadane	4
+	Bayesian treatment of the independent student-t linear model	1993	John Geweke	4
+	Overdispersed generalized linear models	1997	Dipak K. Dey Alan E. Gelfand Fengchun Peng	4
+ PDF Chat	Beta Regression for Modelling Rates and Proportions	2004	Silvia L. P. Ferrari Francisco Cribari‐Neto	4
+	Understanding the Metropolis-Hastings Algorithm	1995	Siddhartha Chib Edward Greenberg	4
+	Bayes Estimates for the Linear Model	1972	D. V. Lindley A. F. M. Smith	4
+ PDF Chat	Flexible smoothing with B-splines and penalties	1996	Paul H.C. Eilers Brian D. Marx	4
+	Approximate Bayesian Inference with the Weighted Likelihood Bootstrap	1994	Michael A. Newton Adrian E. Raftery	3
+	A better lemon squeezer? Maximum-likelihood regression with beta-distributed dependent variables.	2006	Michael Smithson Jay Verkuilen	3
+	Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations	2009	Håvard Rue Sara Martino Nicolás Chopin	3
+	Dynamic Linear Models with R	2009	Giovanni De Petris Sonia Petrone Patrizia Campagnoli	3
+ PDF Chat	Efficient Bayesian Multivariate Surface Regression	2013	Feng Li Mattias Villani	3
+	Bayesian Forecasting	1976	P. J. Harrison C. F. Stevens	3
+	Bias reduction of maximum likelihood estimates	1993	David Firth	3
+ PDF Chat	A multi-move sampler for estimating non-Gaussian time series models: Comments on Shephard & Pitt (1997)	2004	Y. Watanabe Yasuhiro Omori	3
+	None	2000	David J. Lunn Andrew C. Thomas Nicky Best David J. Spiegelhalter	3
+	A Bayesian Approach to Hybrid Splines Non-Parametric Regression	2002	Ronaldo Dias Dani Gamerman	3
+	Bayesian Inference in Statistical Analysis.	1975	Joseph B. Kadane George E. P. Box George C. Tiao	3
+ PDF Chat	Automatic Bayesian Curve Fitting	1998	D. G. T. Denison Bani K. Mallick A. F. M. Smith	3
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	3
+	Bayesian Analysis of Binary and Polychotomous Response Data	1993	James H. Albert Siddhartha Chib	3
+	The simulation smoother for time series models	1995	Piet de Jong Neil Shephard	3
+	Statistical Properties of the Generalized Inverse Gaussian Distribution	1982	Bent Jørgensen	3
+ PDF Chat	Extended dynamic generalized linear models: The two-parameter exponential family	2016	M.A.O. Souza Hélio S. Migon J.B.M. Pereira	3
+	A New Skewed Link Model for Dichotomous Quantal Response Data	1999	Ming‐Hui Chen Dipak K. Dey Qi-Man Shao	3
+	A note on overdispersed exponential families	1990	Alan E. Gelfand Siddhartha R. Dalal	3
+	Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)	2006	Andrew Gelman	3
+	Sampling-Based Approaches to Calculating Marginal Densities	1990	Alan E. Gelfand A. F. M. Smith	3
+	Handbook of Mathematical Functions	1972	Milton Abramowitz I. A. Stegun	3
+	Markov Chain Monte Carlo in Practice	1995	Walter R. Gilks Sylvia Richardson David J. Spiegelhalter	3
+	Bayesian Statistics without Tears: A Sampling–Resampling Perspective	1992	A. F. M. Smith Alan E. Gelfand	2
+	Inference for Deterministic Simulation Models: The Bayesian Melding Approach	2000	David Poole Adrian E. Raftery	2
+	Flexible generalized t-link models for binary response data	2007	Sahn Kim M.-H. Chen Dipak K. Dey	2
+	Longitudinal data analysis of animal growth via multivariate dynamic models	1996	Emanuel Pimentel Barbosa Hélio S. Migon	2
+	Monitoring and Adaptation in Bayesian Forecasting Models	1986	Mike West P. J. Harrison	2
+ PDF Chat	Improved estimators for a general class of beta regression models	2009	Alexandre B. Simas Wagner Barreto‐Souza Andréa V. Rocha	2