estimate_vcergm: Estimate VCERGM coefficients

Description Usage Arguments

View source: R/estimate_vcergm.R

Description

Estimate VCERGM coefficients

Usage

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estimate_vcergm(object, networks, attr = NULL, directed = c(TRUE,
  FALSE), lag = 0, degree.spline = 3, interior.knot = 10,
  lambda.range = seq(-3, 3, by = 0.1), constant = FALSE, Tol = 0.01)

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

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

directed

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

lag

Lag in temporal networks. Default is 0 (i.e. VCERGM(0))

degree.spline

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

interior.knot

Number of interior knots to create splines. Default is 10.

lambda.range

Range of lambda (Tuning parameter). Default is seq(-3, 3, by = 0.1).

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). Default is 0.01.


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