Function reference • FRK

All functions

AIRS_05_2003: AIRS data for May 2003

Am_data: Americium soil data

BAUs_from_points(): Creates pixels around points

Basis_obj-class Basis-class TensorP_Basis-class: Basis functions

Basis(): Generic basis-function constructor

`data.frame<-`() `$`(<Basis>) `$<-`(<Basis>) as.data.frame(<Basis>) as.data.frame(<TensorP_Basis>): Basis-function data frame object

MODIS_cloud_df: MODIS cloud data

NOAA_df_1990: NOAA maximum temperature data for 1990--1993

SRE-class: Spatial Random Effects class

FRK() SRE() SRE.fit() predict(<SRE>) logLik(<SRE>) nobs(<SRE>) coef(<SRE>) coef_uncertainty(<SRE>) simulate() fitted(<SRE>) residuals(<SRE>) AIC(<SRE>) BIC(<SRE>): Construct SRE object, fit and predict

SRE.predict(): Deprecated: Please use predict

STplane(): plane in space-time

STsphere(): Space-time sphere

SpatialPolygonsDataFrame_to_df(): SpatialPolygonsDataFrame to df

TensorP(): Tensor product of basis functions

auto_BAUs(): Automatic BAU generation

auto_basis(): Automatic basis-function placement

coef_uncertainty(): Uncertainty quantification of the fixed effects

combine_basis(): Combine basis functions

df_to_SpatialPolygons(): Convert data frame to SpatialPolygons

distR(): Distance Matrix Computation from Two Matrices

distance(): Compute distance

measure() Euclid_dist() gc_dist() gc_dist_time(): Pre-configured distances

draw_world(): Draw a map of the world with country boundaries.

eval_basis(): Evaluate basis functions

info_fit(): Retrieve fit information for SRE model

initialize(<manifold>): manifold

isea3h: ISEA Aperture 3 Hexagon (ISEA3H) Discrete Global Grid

local_basis() radial_basis(): Construct a set of local basis functions

loglik(): (Deprecated) Retrieve log-likelihood

manifold-class STmanifold-class real_line-class plane-class STplane-class sphere-class STsphere-class: manifold

manifold(): Retrieve manifold

measure-class: measure

nbasis(): Number of basis functions

nres(): Return the number of resolutions

observed_BAUs() unobserved_BAUs(): Observed (or unobserved) BAUs

opts_FRK: FRK options

plane(): plane

plot(): Plot predictions from FRK analysis

plot_spatial_or_ST(): Plot a Spatial*DataFrame or STFDF object

LinePlotTheme() EmptyTheme(): Plotting themes

real_line(): real line

remove_basis(): Removes basis functions

show_basis(): Show basis functions

sphere(): sphere

type(): Type of manifold

worldmap: World map