createHtcIdentifier: Create an htc identification function.

In Lucaweihs/SEMID: Identifiability of Linear Structural Equation Models

Create an htc identification function.

Description

A helper function for htcIdentifyStep, creates an identifier function based on its given parameters. This created identifier function will identify the directed edges from 'targets' to 'node.'

Usage

createHtcIdentifier(idFunc, sources, targets, node, htrSources)

Arguments

idFunc	identification of edge coefficients often requires that other edge coefficients already be identified. This argument should be a function that produces all such identifications. The newly created identifier function will return these identifications along with its own.
sources	the sources of the half-trek system.
targets	the targets of the half-trek system (these should be the parents of node).
node	the node for which all incoming edges are to be identified (the tails of which are targets).
htrSources	the nodes in sources which are half-trek reachable from node. All incoming edges to these sources should be identified by idFunc for the newly created identification function to work.

Value

an identification function

References

Foygel, R., Draisma, J., and Drton, M. (2012) Half-trek criterion for generic identifiability of linear structural equation models. Ann. Statist. 40(3): 1682-1713.

Lucaweihs/SEMID documentation built on July 22, 2023, 7:49 a.m.