lazega_dyadic

A dataset containing edges and dyad-level predictors in the network
of friendships among lawyers in a New England law firm. More 
details are available in Lazega (2001).

datasets

Variational EM estimation of mixed-membership stochastic blockmodel for networks,
incorporating node-level predictors of mixed-membership vectors, as well as
dyad-level predictors. For networks observed over time, the model defines a hidden
Markov process that allows the effects of node-level predictors to evolve in discrete,
historical periods. In addition, the package offers a variety of utilities for
exploring results of estimation, including tools for conducting posterior
predictive checks of goodness-of-fit and several plotting functions. The package
implements methods described in Olivella, Pratt and Imai (2019) ``Dynamic Stochastic
Blockmodel Regression for Social Networks: Application to International Conflicts'',
available at <http://santiagoolivella.info/wp-content/uploads/2018/07/dSBM_Reg.pdf>.

Santiago Olivella

NetMix

Dynamic Mixed-Membership Network Regression Model

lazega_dyadic function

A data frame with 5041 rows and 4 variables:<dl class="dl-horizontal">
 <dt>Lawyer1, Lawyer2</dt><dd>lawyer ID, corresponding to identifiers common
 to those in <code>lazega_monadic</code>; numeric</dd>
 <dt>SocializeWith</dt><dd>value of edge in network; binary</dd>
 <dt>Coworkers</dt><dd>are the corresponding lawyers in the same office? boolean</dd>
</dl>

Format

Dyadic predictors in the Lazega friendship network (Lazega 2001). — lazega_dyadic

A data frame with 5041 rows and 4 variables:<dl class='dl-horizontal'>
 <dt>Lawyer1, Lawyer2</dt><dd>lawyer ID, corresponding to identifiers common
 to those in <code>lazega_monadic</code>; numeric</dd>
 <dt>SocializeWith</dt><dd>value of edge in network; binary</dd>
 <dt>Coworkers</dt><dd>are the corresponding lawyers in the same office? boolean</dd>
</dl>

lazega_dyadic: Dyadic predictors in the Lazega friendship network (Lazega 2001).

Description

Usage

Arguments

Format

References