Man pages for andrewzm/MVST
Multi-variate ST modelling

adj_matrix_from_nei_listReturn adjacency matrix from list of neighbours
assignmentAssignment methods
Basisclass@docType class @title Parent class for basis functions
blockclass@docType class @title Parent (virtual) class for all blocks...
block_listList of blocks
block_listclass@docType class @title List of blocks
border_from_grid_pointsExtract border
check_md5Check md5 sum in cache directory
colour_graphGreedy graph colouring algorithm
compressCompress graph
ConstBasis-class@docType class @title Constant functions basis
convert_INLA_mesh_MVSTConvert INLA mesh object MVST FEM class
emptySpCreate an empty matrix
EmptyThemeEmpty-plot theme
extractClassExtract class
FEBasisclass@docType class @title Finite element basis
Findalphabeta_betaQuantile difference when tuning Beta distribution...
Findalphabeta_gammaQuantile difference when tuning Gamma distribution...
Findalphabeta_invgammaQuantile difference when tuning inverse Gamma distribution...
find_hullFind convex hull from a set of points
find_pivot_BastosPivoted Cholesky factorisation
getCGet incidence matrix
getDfGet data frame
getMeanGet mean vector
getPrecisionGet precision matrix
GMRF_basisGMRF function over basis
GMRF_basis-class@docType class @title GMRF_basis
GMRFclass@docType class @title GMRF
GMRF_RWRandom walk GMRF
GMRF_RWclass@docType class @title GMRF_RW
GRBFBasis-class@docType class @title Gaussian radial basis functions basis
headReturn head object data frame
icesatICESAT data.
ImatCreate a sparse identity matrix
initFEbasisInitialise a finite element basis
initGRBFbasisInitialise a GRBF basis
kappa_from_lGet scale from practical range
l_from_kappaGet practical range from length scale
LinePlotThemeLine-plot theme
linkclass@docType class @title Link between latent process and...
link_listList of links
link_listclass@docType class @title List of links
Load_dataLoad data
Load_meshesLoad meshes
logdetFind the log determinant
lscale_from_MaternFind length scales by fitting a Matern
mass_matrixGet mass matrix
MaternThe Matern function
md5_cachemd5 checksum function
md5_funGenerate md5 checksum from function
MVSTMulti-variate spatio-temporal modelling
neighb_from_precReturn neighb list from precision structure
nrowReturn size of object Get stiffness matrix
ObsObservation block
Obsclass@docType class @title observation block
Obs_polyObservation block with support
Obs_polyclass@docType class @title Observations with non-trivial spatial...
OverlayPlotOverla Plot
partition_nei_from_pointsFind cpartition neighbourhood from underlying graph
partition_sectionRecursion for the Kernigham-Lin equations
plotPlot meshes and observations
plot_interpPlots an interpolated field from a mesh
Prec_from_SPDE_wrapperPrecision matrix from SPDE
pred_variance_largePredictive variance for large data sets
preprocess_obsPre-processes observations
processclass@docType class @title Process block (virtual)
RBF_filterRBF filter
roughness_from_topoExtract roughness from topography
sample_GMRFSample from a GMRF
scale_brewerSequential, diverging and qualitative colour scales from...
setalphaSet diffusion parameter on observations.
setPrecisionSet precision matrix
shapefilesBoundaries for Antarctica
sliceWrapper to automate learning in a slice sampler
sparsediagCreate a sparse diagonal matrix
split_validationSplit data into training/testing groups
stat_modeFind the mode from a set of samples
stiffness_matrixGet stiffness matrix
subsetSubset an MVST object
surf_feExample mesh
tailReturn tail object data frame
validatePredictive statistics for small validation data
VAR_GaussVector auto-regressive model with GMRF represenation
VAR_Gaussclass@docType class @title VAR_Gauss
write_INLA_mesh_MVSTExport INLA Mesh
ZeromatCreate an empty sparse matrix
andrewzm/MVST documentation built on Oct. 31, 2018, 8:21 p.m.