mple2: Calculate the MPLE of a specified VCERGM

Description Usage Arguments

View source: R/mple_vcergm_varying.R

Description

Calculate the MPLE of a specified VCERGM

Usage

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mple2(object, networks, attr, directed, B, degree.spline, lambda.range,
  constant, Tol)

Arguments

object

A formula object of the form (network object) ~ <model terms>. Model terms take the same form of ERGM terms from R package 'ergm'.

networks

A list of observed networks. It should have a list() object.

attr

attr A list of vertex attributes. Default is NULL. (i.e. No attributes)

directed

TRUE for analyzing directed networks. FALSE for analyzing undirected networks.

B

A set of basis functions (K x q matrix)

degree.spline

Degree of splines. Default is 3 (cubic splines).

lambda.range

Range of lambda (Tuning parameter)

constant

TRUE for constrained model of homogeneous VCERGM. FALSE for unconstrained model for heterogeneous VCERGM. Default is FALSE.

Tol

Tolerance level used for calculating MPLE (IRLS iterations)


jihuilee/VCERGM documentation built on Oct. 9, 2019, 5:23 p.m.