eigenmodel: Semiparametric factor and regression models for symmetric relational data

This package estimates the parameters of a model for symmetric relational data (e.g., the above-diagonal part of a square matrix), using a model-based eigenvalue decomposition and regression. Missing data is accomodated, and a posterior mean for missing data is calculated under the assumption that the data are missing at random. The marginal distribution of the relational data can be arbitrary, and is fit with an ordered probit specification.

Author
Peter Hoff
Date of publication
2012-03-23 21:45:14
Maintainer
Peter Hoff <hoff@stat.washington.edu>
License
GPL-2
Version
1.01
URLs

View on CRAN

Man pages

addlines
Adds lines between nodes to an existing plot of nodes
eigenmodel_mcmc
Approximate the posterior distribution of parameters in an...
eigenmodel.package
Semiparametric factor and regression models for symmetric...
eigenmodel_setup
Setup constants and starting values for an eigenmodel fit
plot.eigenmodel_post
Plot the output of an eigenmodel fit
rb_fc
Sample from the full conditional distribution of the...
rmvnorm
Sample from the multivariate normal distribution
rUL_fc
Sample UL from its full conditional distribution
rZ_fc
Sample from the full conditional distribution of the probit...
ULU
Computes a matrix from its eigenvalue decomposition
XB
Computes a sociomatrix of regression effects
Y_Gen
Relations between words in the 1st chapter of Genesis
Y_impute
Impute missing values of a sociomatrix
Y_Pro
Butland's protein-protein interaction data
YX_Friend
Sex, race and friendship data from a 12th grade classroom

Files in this package

eigenmodel
eigenmodel/MD5
eigenmodel/R
eigenmodel/R/Y_impute.R
eigenmodel/R/XB.R
eigenmodel/R/ULU.R
eigenmodel/R/rZ_fc.R
eigenmodel/R/rUL_fc.R
eigenmodel/R/rmvnorm.R
eigenmodel/R/rb_fc.R
eigenmodel/R/plot.eigenmodel_post.R
eigenmodel/R/eigenmodel_setup.R
eigenmodel/R/eigenmodel_mcmc.R
eigenmodel/R/addlines.R
eigenmodel/NAMESPACE
eigenmodel/man
eigenmodel/man/YX_Friend.Rd
eigenmodel/man/Y_Pro.Rd
eigenmodel/man/Y_impute.Rd
eigenmodel/man/Y_Gen.Rd
eigenmodel/man/XB.Rd
eigenmodel/man/ULU.Rd
eigenmodel/man/rZ_fc.Rd
eigenmodel/man/rUL_fc.Rd
eigenmodel/man/rmvnorm.Rd
eigenmodel/man/rb_fc.Rd
eigenmodel/man/plot.eigenmodel_post.Rd
eigenmodel/man/eigenmodel_setup.Rd
eigenmodel/man/eigenmodel_mcmc.Rd
eigenmodel/man/eigenmodel.package.Rd
eigenmodel/man/addlines.Rd
eigenmodel/DESCRIPTION
eigenmodel/data
eigenmodel/data/YX_Friend.rda
eigenmodel/data/Y_Pro.rda
eigenmodel/data/Y_Gen.rda