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Spatial Misalignment: Interpolation, Linkage, and Estimation

The goal of smile is to provide an easy to use R package that functions to estimate, predict and interpolate areal data. For estimation and prediction we use a model-based approach assuming areal data to be an average of an underlying continuos Gaussian random field. For interpolation, we use the simple areal interpolation, which is a nonparametric approach. Also, we provide functions to quantify the uncertainty associated with the simple areal interpolation when the variance of the observed variables is known.

The package accompanies a web page (powered by pkgdown) and 5 vignettes.


To install the CRAN version of the, use

## remotes::install_github("lcgodoy/smile")

The installationg of the development version from Github can be done via

## or devtools::install_github("lcgodoy/smile")