Preferential sampling and Bayesian geostatistics: Statistical modeling and examples

Geostatistical integration and uncertainty in pollutant concentration surface under preferential sampling

(2016) Laura Grisotto et al.   Geospatial Health

Impact of preferential sampling on exposure prediction and health effect inference in the context of air pollution epidemiology

(2015) A. Lee et al.   ENVIRONMETRICS

Sheep and Fasciola hepatica in Europe: the GLOWORM experience

(2015) Laura Rinaldi et al.   Geospatial Health

Bayesian spatio-temporal modelling of tobacco-related cancer mortality in Switzerland

(2014) Verena Jürgens et al.   Geospatial Health

A Bayesian kriging model for estimating residential exposure to air pollution of children living in a high-risk area in Italy

(2014) Ana M. Vicedo-Cabrera et al.   Geospatial Health

Combining data from multiple spatially referenced prevalence surveys using generalized linear geostatistical models

(2014) Emanuele Giorgi et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Spatial and Spatio-Temporal Log-Gaussian Cox Processes: Extending the Geostatistical Paradigm

(2013) Peter J. Diggle et al.   STATISTICAL SCIENCE

On the effect of preferential sampling in spatial prediction

(2012) Alan E. Gelfand et al.   ENVIRONMETRICS

Bayesian geostatistical modelling with informative sampling locations

(2011) D. Pati et al.   BIOMETRIKA

A Spatio-Temporal Downscaler for Output From Numerical Models

(2010) Veronica J. Berrocal et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

Geostatistical inference under preferential sampling

(2010) Peter J. Diggle et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Modelling of PM10 concentrations over Milano urban area using two aerosol modules

(2007) C. Silibello et al.   ENVIRONMENTAL MODELLING & SOFTWARE