toList.SDTree: SDTree toList method

In SDModels: Spectrally Deconfounded Models

SDTree toList method

Description

Converts the tree in an SDTree object from class Node \insertCiteGlur2023Data.tree:StructureSDModels to class list. This makes it substantially easier to save the tree to disk.

Usage

## S3 method for class 'SDTree'
toList(object, ...)

Arguments

object	an SDTree object with the tree in Node format
...	Further arguments passed to or from other methods.

Value

an SDTree object with the tree in list format

Author(s)

Markus Ulmer

References

\insertAllCited

See Also

fromList

Examples

set.seed(1)
n <- 10
X <- matrix(rnorm(n * 5), nrow = n)
y <- sign(X[, 1]) * 3 + rnorm(n)
model <- SDTree(x = X, y = y, Q_type = 'no_deconfounding', cp = 0.5)
toList(model)

SDModels documentation built on April 11, 2025, 5:50 p.m.