adj_matrix_from_nei_list | Return adjacency matrix from list of neighbours |
assignment | Assignment methods |
attribute_data | Data-attribution |
attribute_polygon | Polygon-attribution |
Basisclass | Parent class for basis functions |
blockclass | Parent (virtual) class for all blocks (latent fields and... |
block_list | List of blocks |
block_listclass | List of blocks |
border_from_grid_points | Extract border |
check_md5 | Check md5 sum in cache directory |
cholPermute | Sparse Cholesky Factorisation with fill-in reducing... |
cholsolve | Solve the equation Qx = y |
cholsolveAQinvAT | Solve the equation X = AQ^-1t(A) under permutations |
colour_graph | Greedy graph colouring algorithm |
compress | Compress graph |
concat | Concatenation |
ConstBasisclass | Constant functions basis |
emptySp | Create an empty matrix |
EmptyTheme | Empty-plot theme |
extractClass | Extract class |
FEBasisclass | Finite element basis |
Findalphabeta_beta | Quantile difference when tuning Beta distribution... |
Findalphabeta_gamma | Quantile difference when tuning Gamma distribution... |
Findalphabeta_invgamma | Quantile difference when tuning inverse Gamma distribution... |
find_hull | Find convex hull from a set of points |
find_pivot_Bastos | Pivoted Cholesky factorisation |
getC | Get incidence matrix |
getDf | Get data frame |
getMean | Get mean vector |
getPrecision | Get precision matrix |
GMRF | GMRF |
GMRF_basis | GMRF function over basis |
GMRF_basisclass | GMRF_basis |
GMRFclass | GMRF |
GMRF_RW | Random walk GMRF |
GMRF_RWclass | GMRF_RW |
Graph | Graph |
Graph_2nodesclass | Graph_2nodes |
graphclass | Graph |
GRBFBasis-class | Gaussian radial basis functions basis |
head | Return head object data frame |
icesat | ICESAT data. |
Imat | Create a sparse identity matrix |
Infer | Infer |
initFEbasis | Initialise a finite element basis |
initGRBFbasis | Initialise a GRBF basis |
kappa_from_l | Get scale from practical range |
l_from_kappa | Get practical range from length scale |
LinePlotTheme | Line-plot theme |
link | link |
linkclass | Link between latent process and observation |
link_list | List of links |
link_listclass | List of links |
Load_data | Load data |
Load_meshes | Load meshes |
logdet | Find the log determinant |
lscale_from_Matern | Find length scales by fitting a Matern |
mass_matrix | Get mass matrix |
md5_cache | md5 checksum function |
md5_fun | Generate md5 checksum from function |
MVST | Multi-variate spatio-temporal modelling |
neighb_from_prec | Return neighb list from precision structure |
nrow | Return size of object Get stiffness matrix |
Obs | Observation block |
Obsclass | observation block |
Obs_poly | Observation block with support |
Obs_polyclass | Observations with non-trivial spatial footprints |
partition_nei_from_points | Find cpartition neighbourhood from underlying graph |
partition_section | Recursion for the Kernigham-Lin equations |
plot | Plot meshes and observations |
plot_interp | Plots an interpolated field from a mesh |
Prec_from_SPDE_wrapper | Precision matrix from SPDE |
pred_variance_large | Predictive variance for large data sets |
preprocess_obs | Pre-processes observations |
processclass | Process block (virtual) |
RBF_filter | RBF filter |
roughness_from_topo | Extract roughness from topography |
scale_brewer | Sequential, diverging and qualitative colour scales from... |
setalpha | Set diffusion parameter on observations. |
setGMRF | Set GMRF |
setPrecision | Set precision matrix |
shapefiles | Boundaries for Antarctica |
slice | Wrapper to automate learning in a slice sampler |
sparsediag | Create a sparse diagonal matrix |
split_validation | Split data into training/testing groups |
stat_mode | Find the mode from a set of samples |
stiffness_matrix | Get stiffness matrix |
subset | Subset an MVST object |
surf_fe | Example mesh |
tail | Return tail object data frame |
Takahashi_Davis | Compute the Takahashi equations |
validate | Predictive statistics for small validation data |
VAR_Gauss | Vector auto-regressive model with GMRF represenation |
VAR_Gaussclass | VAR_Gauss |
Zeromat | Create an empty sparse matrix |
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