On fitting spatio-temporal disease mapping models using approximate Bayesian inference

Bayesian computing with INLA: New features

(2013) Thiago G. Martins et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Locally adaptive spatial smoothing using conditional auto-regressive models

(2013) Duncan Lee et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Comparing CAR and P-spline models in spatial disease mapping

(2012) T. Goicoa et al.   ENVIRONMENTAL AND ECOLOGICAL STATISTICS

Projections of cancer mortality risks using spatio-temporal P-spline models

(2012) MD Ugarte et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Spatial moving average risk smoothing

(2012) P. Botella-Rocamora et al.   STATISTICS IN MEDICINE

A P-spline ANOVA type model in space-time disease mapping

(2012) M. D. Ugarte et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A primer on disease mapping and ecological regression using $${\texttt{INLA}}$$

(2010) Birgit Schrödle et al.   COMPUTATIONAL STATISTICS

Spatio-temporal disease mapping using INLA

(2010) Birgit Schrödle et al.   ENVIRONMETRICS

Using integrated nested Laplace approximations for the evaluation of veterinary surveillance data from Switzerland: a case-study

(2010) Birgit Schrödle et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

On Gaussian Markov random fields and Bayesian disease mapping

(2010) Ying C MacNab   STATISTICAL METHODS IN MEDICAL RESEARCH

Bayesian inference for generalized linear mixed models

(2009) Y. Fong et al.   BIOSTATISTICS

Evaluating the performance of spatio-temporal Bayesian models in disease mapping

(2009) M. D. Ugarte et al.   ENVIRONMETRICS

Spatio-temporal modeling of mortality risks using penalized splines

(2009) M. D. Ugarte et al.   ENVIRONMETRICS

Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations

(2009) Håvard Rue et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Empirical Bayes and Fully Bayes procedures to detect high-risk areas in disease mapping

(2008) M.D. Ugarte et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Prediction error estimators in Empirical Bayes disease mapping

(2007) M. D. Ugarte et al.   ENVIRONMETRICS

An autoregressive approach to spatio-temporal disease mapping

(2007) M. A. Martínez-Beneito et al.   STATISTICS IN MEDICINE