cv.polygrams: Performs k-fold cross-validation on the input formula.

In JonasMoss/polygrams: Density Estimation with Mixtures of Disjoint Bernstein Polynomials

Description

Performs k-fold cross-validation on the input formula.

Usage

cv.polygrams(formula, nfolds = 10, candidates = NULL, support = NULL,
  data = NULL, m = NULL, p = NULL, ...)

Arguments

formula	The formula to work on, same semantics as for polygram. Raw data can also be supplied.
nfolds	Support of the data. Defaults to [0,1].
candidates	a list of candidate polygrams. Each element of the list must contain a vector (or integer) of splits, a vector m of Bernstein degrees, and a vector p of derivative orders. If an integer N is supplied, it takes the candidate list to be s = 0:N and m = 3, p = 2.
data	an optional vector of data to be used in the formula.
m	optional list of ms, only relevant if candidates includes only splits.
p	optional list of ps, only relevant if candidates includes only splits.
...	additional arguments passed to polygram.

Value

A cv.polygram object.

JonasMoss/polygrams documentation built on Nov. 8, 2019, 5:19 p.m.