Aritz Adin

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All published works

Action	Title	Year	Authors
+	Automatic cross-validation in structured models: Is it time to leave out leave-one-out?	2024	Aritz Adin Elias Teixeira Krainski Amanda Lenzi Zhedong Liu Joaquín Martínez‐Minaya Håvard Rue
+ PDF Chat	A scalable approach for short‐term disease forecasting in high spatial resolution areal data	2023	Erick Orozco‐Acosta Andrea Riebler Aritz Adin M. D. Ugarte
+ PDF Chat	High-dimensional order-free multivariate spatial disease mapping	2023	Gonzalo Vicente Aritz Adin T. Goicoa M. D. Ugarte
+	Big problems in spatio-temporal disease mapping: Methods and software	2023	Erick Orozco‐Acosta Aritz Adin M. D. Ugarte
+	Multivariate Disease Mapping Models to Uncover Hidden Relationships Between Different Cancer Sites	2023	Aritz Adin T. Goicoa M. D. Ugarte
+	Automatic cross-validation in structured models: Is it time to leave out leave-one-out?	2023	Aritz Adin Elias Teixeira Krainski Amanda Lenzi Zhiyuan Liu Joaquín Martínez‐Minaya Håvard Rue
+	bigDM: Scalable Bayesian Disease Mapping Models for High-Dimensional Data	2022	Aritz Adin Erick Orozco‐Acosta M. D. Ugarte
+ PDF Chat	Big Problems in Spatio-Temporal Disease Mapping: Methods and Software	2022	Erick Orozco‐Acosta Aritz Adin M. D. Ugarte
+	Identifying Extreme COVID-19 Mortality Risks in English Small Areas: A Disease Cluster Approach	2021	Aritz Adin Peter Congdon Guzmán Santafé M. D. Ugarte
+	Alleviating confounding in spatio-temporal areal models with an application on crimes against women in India	2021	Aritz Adin Tomás Goicoa James S. Hodges Patrick Schnell M. D. Ugarte
+	Scalable Bayesian modelling for smoothing disease risks in large spatial data sets using INLA	2021	Erick Orozco‐Acosta Aritz Adin M. D. Ugarte
+ PDF Chat	Bayesian Modeling Approach in Big Data Contexts: an Application in Spatial Epidemiology	2020	Erick Orozco‐Acosta Aritz Adin M. D. Ugarte
+	Alleviating confounding in spatio-temporal areal models: different proposals, different results	2020	Aritz Adin T. Goicoa James S. Hodges Patrick Schnell M. D. Ugarte
+ PDF Chat	Online relative risks/rates estimation in spatial and spatio-temporal disease mapping	2019	Aritz Adin T. Goicoa M. D. Ugarte
+ PDF Chat	Two-level resolution of relative risk of dengue disease in a hyperendemic city of Colombia	2018	Aritz Adin Daniel Martínez-Bello Antonio López‐Quílez M. D. Ugarte
+	Flexible Bayesian P-splines for smoothing age-specific spatio-temporal mortality patterns	2017	T. Goicoa Aritz Adin Jaione Etxeberria AF Militino M. D. Ugarte
+	One-dimensional, two-dimensional, and three dimensional B-splines to specify space –time interactions in Bayesian disease mapping: Model fitting and model identifiability	2017	M. D. Ugarte Aritz Adin T. Goicoa
+	In spatio-temporal disease mapping models, identifiability constraints affect PQL and INLA results	2017	T. Goicoa Aritz Adin M. D. Ugarte James S. Hodges
+	Two-level spatially structured models in spatio-temporal disease mapping	2016	M. D. Ugarte Aritz Adin T. Goicoa
+	Smoothing and high risk areas detection in space-time disease mapping: a comparison of P-splines, autoregressive, and moving average models	2016	Aritz Adin Miguel A. Martínez‐Beneito Paloma Botella-Rocamora T. Goicoa M. D. Ugarte
+	Analyzing the evolution of young people's brain cancer mortality in Spanish provinces	2015	M. D. Ugarte Aritz Adin T. Goicoa Gonzalo López‐Abente
+	On fitting spatio-temporal disease mapping models using approximate Bayesian inference	2014	M. D. Ugarte Aritz Adin T. Goicoa Ana F. Militino

Common Coauthors

Coauthor	Papers Together
M. D. Ugarte	20
T. Goicoa	11
Erick Orozco‐Acosta	6
Amanda Lenzi	2
Håvard Rue	2
Patrick Schnell	2
James S. Hodges	2
Elias Teixeira Krainski	2
Joaquín Martínez‐Minaya	2
Jaione Etxeberria	1
Guzmán Santafé	1
Daniel Martínez-Bello	1
Zhiyuan Liu	1
Tomás Goicoa	1
Gonzalo Vicente	1
AF Militino	1
Ana F. Militino	1
Paloma Botella-Rocamora	1
Antonio López‐Quílez	1
James S. Hodges	1
Gonzalo López‐Abente	1
Andrea Riebler	1
Zhedong Liu	1
Miguel A. Martínez‐Beneito	1
Peter Congdon	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations	2009	Håvard Rue Sara Martino Nicolás Chopin	19
+ PDF Chat	Bayesian Measures of Model Complexity and Fit	2002	David J. Spiegelhalter Nicola Best Bradley P. Carlin Angelika van der Linde	17
+ PDF Chat	Bayesian modelling of inseparable space-time variation in disease risk	2000	Leonhard Knorr‐Held	15
+	In spatio-temporal disease mapping models, identifiability constraints affect PQL and INLA results	2017	T. Goicoa Aritz Adin M. D. Ugarte James S. Hodges	13
+	Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory	2010	Sumio Watanabe	11
+	Bayesian image restoration, with two applications in spatial statistics	1991	Julian Besag Jeremy York Annie Molli�	11
+	Estimation of Disease Rates in Small Areas: A new Mixed Model for Spatial Dependence	2000	Brian G. Leroux Xingye Lei Norman E. Breslow	10
+	Statistical Models in Epidemiology, the Environment, and Clinical Trials	2000	M. Elizabeth Halloran Donald A. Berry	9
+	On fitting spatio-temporal disease mapping models using approximate Bayesian inference	2014	M. D. Ugarte Aritz Adin T. Goicoa Ana F. Militino	9
+ PDF Chat	Bayesian modelling of inseparable space‐time variation in disease risk	2000	Leonhard Knorr‐Held	9
+ PDF Chat	An intuitive Bayesian spatial model for disease mapping that accounts for scaling	2016	Andrea Riebler Sigrunn H. Sørbye Daniel Simpson Håvard Rue	8
+	Approximate Inference in Generalized Linear Mixed Models	1993	N. E. Breslow David Clayton	8
+	Gaussian Markov Random Fields	2005	Håvard Rue Leonhard Held	7
+ PDF Chat	Effects of Residual Smoothing on the Posterior of the Fixed Effects in Disease‐Mapping Models	2006	Brian J. Reich James S. Hodges Vesna Zadnik	6
+	Spatial Interaction and the Statistical Analysis of Lattice Systems	1974	Julian Besag	6
+ PDF Chat	Bayesian Computing with INLA: A Review	2017	Håvard Rue Andrea Riebler Sigrunn H. Sørbye Janine Illian Daniel Simpson Finn Lindgren	6
+ PDF Chat	A new avenue for Bayesian inference with INLA	2023	Janet van Niekerk Elias Teixeira Krainski Denis Rustand Håvard Rue	6
+	Penalized loss functions for Bayesian model comparison	2008	Martyn Plummer	6
+ PDF Chat	An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach	2011	Finn Lindgren Håvard Rue Johan Lindström	6
+	A P-spline ANOVA type model in space-time disease mapping	2012	M. D. Ugarte T. Goicoa Jaione Etxeberria Ana F. Militino	6
+	Bayesian analysis of space—time variation in disease risk	1995	Luisa Bernardinelli David Clayton Cristiana Pascutto Cristina Montomoli M. Ghislandi Marco Songini	6
+	Penalising Model Component Complexity: A Principled, Practical Approach to Constructing Priors	2017	Daniel Simpson Håvard Rue Andrea Riebler Thiago G. Martins Sigrunn H. Sørbye	6
+	Adding Spatially-Correlated Errors Can Mess Up the Fixed Effect You Love	2010	James S. Hodges Brian J. Reich	5
+	One-dimensional, two-dimensional, and three dimensional B-splines to specify space –time interactions in Bayesian disease mapping: Model fitting and model identifiability	2017	M. D. Ugarte Aritz Adin T. Goicoa	5
+ PDF Chat	Understanding predictive information criteria for Bayesian models	2013	Andrew Gelman Jessica Hwang Aki Vehtari	5
+	An autoregressive approach to spatio-temporal disease mapping	2007	Miguel A. Martínez‐Beneito Antonio López‐Quílez Paloma Botella-Rocamora	5
+	Spatio‐temporal disease mapping using INLA	2010	Birgit Schrödle Leonhard Held	5
+	Bayesian Extrapolation of Space–Time Trends in Cancer Registry Data	2004	Volker Schmid Leonhard Held	5
+ PDF Chat	Using mortality to predict incidence for rare and lethal cancers in very small areas	2022	Jaione Etxeberria T. Goicoa M. D. Ugarte	5
+	Two-level spatially structured models in spatio-temporal disease mapping	2016	M. D. Ugarte Aritz Adin T. Goicoa	5
+	Autoregressive Spatial Smoothing and Temporal Spline Smoothing for Mapping Rates	2001	Ying C. MacNab C. B. Dean	4
+ PDF Chat	Some recent work on multivariate Gaussian Markov random fields	2018	Ying C. MacNab	4
+	The Conditional Predictive Ordinate for the Normal Distribution	1990	L. I. Pettit	4
+	Big problems in spatio-temporal disease mapping: Methods and software	2023	Erick Orozco‐Acosta Aritz Adin M. D. Ugarte	4
+	Smoothing and high risk areas detection in space-time disease mapping: a comparison of P-splines, autoregressive, and moving average models	2016	Aritz Adin Miguel A. Martínez‐Beneito Paloma Botella-Rocamora T. Goicoa M. D. Ugarte	4
+	Posterior and Cross-validatory Predictive Checks: A Comparison of MCMC and INLA	2009	Leonhard Held Birgit Schrödle Håvard Rue	4
+ PDF Chat	High-dimensional order-free multivariate spatial disease mapping	2023	Gonzalo Vicente Aritz Adin T. Goicoa M. D. Ugarte	4
+	Regression B‐spline smoothing in Bayesian disease mapping: with an application to patient safety surveillance	2007	Ying C. MacNab Paul Gustafson	4
+	Scalable Bayesian modelling for smoothing disease risks in large spatial data sets using INLA	2021	Erick Orozco‐Acosta Aritz Adin M. D. Ugarte	4
+ PDF Chat	Spatial modeling with R‐INLA: A review	2018	Haakon Bakka Håvard Rue Geir‐Arne Fuglstad Andrea Riebler David Bolin Janine Illian Elias Teixeira Krainski Daniel Simpson Finn Lindgren	4
+	Spline smoothing in Bayesian disease mapping	2007	Ying C. MacNab	4
+ PDF Chat	Bayesian inference in multivariate spatio-temporal areal models using INLA: analysis of gender-based violence in small areas	2020	G. Vicente T. Goicoa M. D. Ugarte	4
+ PDF Chat	Cross-Validation for Correlated Data	2020	Assaf Rabinowicz Saharon Rosset	4
+ PDF Chat	Flexible smoothing with B-splines and penalties	1996	Paul H.C. Eilers Brian D. Marx	3
+	Comparing CAR and P-spline models in spatial disease mapping	2012	T. Goicoa M. D. Ugarte Jaione Etxeberria Ana F. Militino	3
+ PDF Chat	Disease mapping and spatial regression with count data	2006	Jonathan Wakefield	3
+	Markov Chain Monte Carlo in Practice	1995	Walter R. Gilks Sylvia Richardson David J. Spiegelhalter	3
+ PDF Chat	<i>Stan</i>: A Probabilistic Programming Language	2017	Bob Carpenter Andrew Gelman Matthew D. Hoffman Daniel C. Lee Ben Goodrich Michael Betancourt Marcus A. Brubaker Jiqiang Guo Peter Li Allen Riddell	3
+ PDF Chat	Spatial gender-age-period-cohort analysis of pancreatic cancer mortality in Spain (1990–2013)	2017	Jaione Etxeberria T. Goicoa Gonzalo López‐Abente Andrea Riebler M. D. Ugarte	3
+	Identifiability and convergence issues for Markov chain Monte Carlo fitting of spatial models	2000	Lynn E. Eberly Bradley P. Carlin	3