Spatial and Spatio-Temporal Bayesian Models with R - INLA
Spatial and Spatio-Temporal Bayesian Models with R - INLA Spatial and Spatio-Temporal Bayesian Models with R-INLA provides a much needed, practically oriented & innovative presentation of the…
Specifikacia Spatial and Spatio-Temporal Bayesian Models with R - INLA
Spatial and Spatio-Temporal Bayesian Models with R - INLA
Spatial and Spatio-Temporal Bayesian Models with R-INLA provides a much needed, practically oriented & innovative presentation of the combination of Bayesian methodology and spatial statistics. The numerous examples from the fields of epidemiology, biostatistics and social science all are coded in the R package R-INLA, which has proven to be a valid alternative to the commonly used Markov Chain Monte Carlo The authors combine an introduction to Bayesian theory and methodology with a focus on the spatial and spatio--temporal models used within the Bayesian framework and a series of practical examples which allow the reader to link the statistical theory presented to real data problems.
Bayesian Models
Bayesian Computation with R
Bayesian Essentials with R
Spatial Regression Models