selectBasis: Internal function: select basis functions

In egpivo/autoFRK: Automatic Fixed Rank Kriging

Internal function: select basis functions

Description

Internal function: select basis functions

Usage

selectBasis(
  data,
  loc,
  D = NULL,
  maxit = 50,
  avgtol = 1e-06,
  max_rank = NULL,
  sequence_rank = NULL,
  method = c("fast", "EM"),
  num_neighbors = 3,
  max_knot = 5000,
  DfromLK = NULL,
  Fk = NULL
)

Arguments

data	An n by T data matrix (NA allowed) with z[t] as the t-th column.
loc	n by d matrix of coordinates corresponding to n locations.
D	A diagonal matrix.
maxit	An integer for the maximum number of iterations used in indeMLE.
avgtol	A numeric for average tolerance used in indeMLE.
max_rank	An integer of the maximum of K values.
sequence_rank	An array of K values
method	A character of a list of characters.
num_neighbors	An integer.
max_knot	An integer for the maximum number of knots
DfromLK	An n by n diagonal matrix.
Fk	An n by K matrix of basis function values with each column being a basis function taken values at loc.

Value

An mrts object with 6 attributes

egpivo/autoFRK documentation built on Aug. 30, 2024, 1:11 p.m.