# Fixed Rank Kriging

## Documentation for package ‘FRK’ version 2.3.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Code demos. Use demo() to run them.

## Help Pages

A B C D E F G I L M N O P R S T U W misc

## -- A --

AIC-method | Construct SRE object, fit and predict
AIRS_05_2003 | AIRS data for May 2003
Am_data | Americium soil data
as.data.frame.Basis | Basis-function data frame object
as.data.frame.TensorP_Basis | Basis-function data frame object
auto_basis | Automatic basis-function placement
auto_BAUs | Automatic BAU generation

## -- B --

Basis | Generic basis-function constructor
Basis-class | Basis functions
Basis_obj-class | Basis functions
BAUs_from_points | Creates pixels around points
BAUs_from_points-method | Creates pixels around points
BIC-method | Construct SRE object, fit and predict

## -- C --

coef-method | Construct SRE object, fit and predict
coef_uncertainty | Uncertainty quantification of the fixed effects
coef_uncertainty-method | Construct SRE object, fit and predict
combine_basis | Combine basis functions
combine_basis-method | Combine basis functions

## -- D --

data.frame<- | Basis-function data frame object
data.frame<--method | Basis-function data frame object
data.frame_Basis-method | Basis-function data frame object
df_to_SpatialPolygons | Convert data frame to SpatialPolygons
dist-matrix | Distance Matrix Computation from Two Matrices
distance | Compute distance
distance-method | Compute distance
distances | Pre-configured distances
distR | Distance Matrix Computation from Two Matrices
draw_world | Draw a map of the world with country boundaries.

## -- E --

EmptyTheme | Plotting themes
Euclid_dist | Pre-configured distances
eval_basis | Evaluate basis functions
eval_basis-method | Evaluate basis functions

## -- F --

fitted-method | Construct SRE object, fit and predict
FRK | Construct SRE object, fit and predict

## -- G --

gc_dist | Pre-configured distances
gc_dist_time | Pre-configured distances

## -- I --

info_fit | Retrieve fit information for SRE model
info_fit-method | Retrieve fit information for SRE model
initialize-method | manifold
isea3h | ISEA Aperture 3 Hexagon (ISEA3H) Discrete Global Grid

## -- L --

LinePlotTheme | Plotting themes
local_basis | Construct a set of local basis functions
loglik | (Deprecated) Retrieve log-likelihood
logLik-method | Construct SRE object, fit and predict
loglik-method | (Deprecated) Retrieve log-likelihood

## -- M --

manifold | Retrieve manifold
manifold-class | manifold
manifold-method | Retrieve manifold
measure | Pre-configured distances
measure-class | measure
MODIS_cloud_df | MODIS cloud data

## -- N --

nbasis | Number of basis functions
nbasis-method | Number of basis functions
NOAA_df_1990 | NOAA maximum temperature data for 1990-1993
nobs-method | Construct SRE object, fit and predict
nres | Return the number of resolutions
nres-method | Return the number of resolutions
nres_basis-method | Return the number of resolutions
nres_SRE-method | Return the number of resolutions

## -- O --

observed_BAUs | Observed (or unobserved) BAUs
observed_BAUs-method | Observed (or unobserved) BAUs
opts_FRK | FRK options

## -- P --

plane | plane
plane-class | manifold
plot | Plot predictions from FRK analysis
plot-method | Plot predictions from FRK analysis
plotting-themes | Plotting themes
plot_spatial_or_ST | Plot a Spatial*DataFrame or STFDF object
plot_spatial_or_ST-method | Plot a Spatial*DataFrame or STFDF object
predict-method | Construct SRE object, fit and predict

## -- R --

radial_basis | Construct a set of local basis functions
real_line | real line
real_line-class | manifold
remove_basis | Removes basis functions
remove_basis-method | Removes basis functions
residuals-method | Construct SRE object, fit and predict

## -- S --

show_basis | Show basis functions
show_basis-method | Show basis functions
simulate | Construct SRE object, fit and predict
SpatialPolygonsDataFrame_to_df | SpatialPolygonsDataFrame to df
sphere | sphere
sphere-class | manifold
SRE | Construct SRE object, fit and predict
SRE-class | Spatial Random Effects class
SRE.fit | Construct SRE object, fit and predict
SRE.predict | Deprecated: Please use 'predict'
STmanifold-class | manifold
STplane | plane in space-time
STplane-class | manifold
STsphere | Space-time sphere
STsphere-class | manifold

## -- T --

TensorP | Tensor product of basis functions
TensorP-method | Tensor product of basis functions
TensorP_Basis-class | Basis functions
type | Type of manifold
type-method | Type of manifold

## -- U --

unobserved_BAUs | Observed (or unobserved) BAUs
unobserved_BAUs-method | Observed (or unobserved) BAUs

## -- W --

worldmap | World map

## -- misc --

$-method | Basis-function data frame object
$<--method | Basis-function data frame object