Spatial and Spatio-Temporal Models using 'INLA'

[Up] [Top]

Documentation for package ‘INLAspacetime’ version 0.1.13

Help Pages

ar2cov Illustrative code to compute the covariance of the second order autoregression (AR2) model.
ar2precision Precision matrix for a stationary AR2 model.
Area Internal util functions for polygon properties.
barrierModel.define Define a spacetime model object for the 'f()' call.
bru_get_mapper Mapper object for automatic inlabru interface
bru_get_mapper.stModel_cgeneric Mapper object for automatic inlabru interface
cgeneric_sspde Define the stationary SPDE cgeneric model for INLA.
cWhittleMatern Computes the Whittle-Matern correlation function.
donwloadUtilFiles Download files from the NOAA's GHCN daily data
downloadUtilFiles Download files from the NOAA's GHCN daily data
Earth_poly Function to define the boundary Earch polygon in longlat projection for a given resolution.
flatArea Internal util functions for polygon properties.
gammas2params User/internal parameters mapping functions
ghcndSelect Select data from the daily dataset
Heron Internal util functions for polygon properties.
INLAspacetime Spatial and Spatio-Temporal Models using INLA
Jmatrices The 2nd order temporal matrices with boundary correction
lgsConstant User/internal parameters mapping functions
mesh.dual Extracts the dual of a mesh object.
mesh2d Illustrative code for building a mesh in 2d domain.
mesh2fem Illustrative code for Finite Element matrices of a mesh in 2d domain.
mesh2fem.barrier Illustrative code for Finite Element matrices of a mesh in 2d domain.
mesh2projector Illustrative code to build the projector matrix for SPDE models.
outDetect Detect outliers in a time series considering the raw data and a smoothed version of it.
params2gammas User/internal parameters mapping functions
paramsUtils User/internal parameters mapping functions
pclrange Penalized Complexity (PC) prior for (log) range
pcrange Penalized Complexity (PC) prior for (log) range
s2trArea Internal util functions for polygon properties.
spde2precision Illustrative code to build the precision matrix for SPDE kind models.
stats.inla To retrieve goodness of fit statistics for a specific model class.
stdSubs To check unusual low/high variance segments
Stiffness Internal util functions for polygon properties.
stlines To visualize time series over space.
stModel.define Define a spacetime model object for the 'f()' call.
stModel.matrices Define the spacetime model matrices.
stModel.precision Spacetime precision matrix.
stpoints To visualize time series over space.
worldMap Helper functions to retrieve the world map, a world polygon, and create grid centers.
world_grid Define a regular grid in 'Mollweide' projection, with units in kilometers.