In spatio-temporal disease mapping models, identifiability constraints affect PQL and INLA results

Two-level spatially structured models in spatio-temporal disease mapping

(2016) María Dolores Ugarte et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Smoothing and high risk areas detection in space-time disease mapping: a comparison of P-splines, autoregressive, and moving average models

(2016) A. Adin et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

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

(2014) María Dolores Ugarte et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Evaluating space-time models for short-term cancer mortality risk predictions in small areas

(2013) Jaione Etxeberria et al.   BIOMETRICAL JOURNAL

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

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

Adding Spatially-Correlated Errors Can Mess Up the Fixed Effect You Love

(2010) James S. Hodges et al.   AMERICAN STATISTICIAN

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

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

(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