Spatial Relationships Between Two Georeferenced Variables: with applications in R
This book is about how to assess the correlation between two spatial processes.
The book describes several different scenarios in which the correlation between
two or more sequences is computed. This includes, for instance, useful material
for people interested in spatial statistics, time series and image analysis.
The analysis and code shown in the book use the R software and most of the methods are implemented by the
contributed packages GeoModels and SpatialPack .
This book is an ongoing project sponsored by Springer, which will be available in 2018.
Ronny Vallejos is an Associate Professor of Statistics in the Department
of Mathematics at Universidad Técnica Federico Santa María.
His research focuses largely on spatial statistics, statistical image
processing, time series, and robust modeling. He has contributed with
multidisciplinary work on the frontier of statistics and ecology, through
collaborations with members of the Harvard Forest.
Felipe Osorio is an Assistant Professor in the Department of Mathematics
at Universidad Técnica Federico Santa María. His research
interests include models for data with longitudinal structure (mixed-effects
models, GEE) and diagnostic methods as well as the computational implementation
of such techniques.
Moreno Bevilacqua is an Associate Professor at the Statistics Department
of University of Valparaíso. His main research interests concern
theory, methodology and applications in multivariate spatio-temporal statistics.
Specifically inference based on likelihood approximations, construction of
covariance models and analysis of atmospheric and environmental data.