LearnDNAforwardthreshold: Learn DNA using early stopped PC (special case: 2 levels,...

Description Usage Arguments Value

View source: R/LearnDNA.R

Description

Run PC for k steps, stop and learn the DNA

Usage

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
LearnDNAforwardthreshold(
  dat,
  ord,
  co1 = 0.01,
  co2 = 0.1,
  co3 = 0.01,
  co4 = 0.2,
  oracle = F,
  verbose = F
)

Arguments

dat:

To use sample version, let dat$X hold the data matrix.To use population version, let dat$Sigma hold population cov

ord:

0 or 1. Early stop pc at 0 or 1. not implemented for higher

co:

thresholds for (1: skel at lv0; 2: DNA at lv0; 3: skel at lv1; 4: DNA at lv1)

Value

POM: a matrix of partial ordering.


WY-Chen/DAGDNA documentation built on Dec. 18, 2021, 7:14 p.m.