print.lame

Provides a concise print output for fitted LAME models. When the fit has
two or more dynamic effects active simultaneously
(<code>dynamic_uv + dynamic_ab + dynamic_beta</code> in any combination), a
compact joint table summarising the AR(1) hyperparameters of each
dynamic block is printed instead of a separate paragraph per component.
Disable the compact mode by passing <code>compact = FALSE</code>.

Additive and multiplicative effects models for both cross-sectional and longitudinal network analysis. The package provides two main functions: ame() for cross-sectional networks and lame() for longitudinal networks. It supports square and rectangular network structures. Key features include: (1) Cross-sectional network analysis via ame() with support for binary, continuous, ordinal, and count data; (2) Longitudinal network analysis via lame() with additive sender/receiver and multiplicative latent-factor effects that can evolve over time through AR(1) processes (Sewell and Chen (2015) <doi:10.1080/01621459.2014.988214>; Durante and Dunson (2014) <doi:10.1093/biomet/asu040>); (3) Handling of changing actor compositions across time periods in longitudinal models; (4) Performance improvements through C++ implementations via 'Rcpp' and 'RcppArmadillo'.

Shahryar Minhas

lame

Longitudinal Additive and Multiplicative Effects Models for
Networks

Cassy Dorff

Tosin Salau

print.lame function

<dl><dt>x</dt>
<dd>an object of class "lame"</dd>
<dt>compact</dt>
<dd>logical: when <code>TRUE</code> (default), use a compact joint
table for fits with 2+ dynamic components; set to <code>FALSE</code> to
force the per-component long-form display.</dd>
<dt>digits</dt>
<dd>Number of digits to display in the compact table. Default 3.</dd>
<dt>...</dt>
<dd>additional arguments (not used)</dd></dl>

Arguments

Cassy Dorff, Shahryar Minhas, Tosin Salau

Author

Print method for LAME objects — print.lame

<dl>

<dt>x</dt>
<dd>an object of class "lame"</dd>


<dt>compact</dt>
<dd>logical: when <code>TRUE</code> (default), use a compact joint
table for fits with 2+ dynamic components; set to <code>FALSE</code> to
force the per-component long-form display.</dd>


<dt>digits</dt>
<dd>Number of digits to display in the compact table. Default 3.</dd>


<dt>...</dt>
<dd>additional arguments (not used)</dd>

</dl>

print.lame: Print method for LAME objects

Description

Usage

Value

Arguments

Author