LearnDNAforward: Learn DNA using early stopped PC

In WY-Chen/DAGDNA: Definite Non-Ancestral Relations and Structure Learning

Description

Run PC for k steps, stop and learn the DNA

Usage

LearnDNAforward(dat, h, k, CIFUN_skel, CIFUN_DNA)

Arguments

dat:	To use sample version, let dat$X hold the data matrix.To use population version, let dat$Sigma hold population cov
k:	level
h:	dictionary for checked CI statements
CIFUN_skel:	CI funtion used for skeleton learning. CIFUN(x,y,S) returns 0 (dependence) or 1 (independence)
CIFUN_DNA:	CI funtion used for DNA learning CIFUN(x,y,S) returns 0 (dependence) or 1 (independence)

Value

POM: a matrix of partial ordering.

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