autoplot.ame_als

autoplot.lame_als

Coefficient point-and-interval plot for an <code>ame_als</code> or
<code>lame_als</code> fit. The body builds the same frame
<code>autoplot.lame</code> uses, sourcing the point estimate from
<code>coef(fit)</code> and the interval from <code>confint(fit)</code> (sandwich
or bootstrap, depending on which is available). <code>which =
"beta"</code> is the only mode supported; <code>which = "uv"</code> /
<code>"ab"</code> return an informative error.

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

autoplot.ame_als function

<dl><dt>object</dt>
<dd>A fitted <code>ame_als</code> / <code>lame_als</code> object.</dd>
<dt>which</dt>
<dd>One of <code>"beta"</code> (currently the only supported
value).</dd>
<dt>conf.level</dt>
<dd>Confidence level for the interval. Default
<code>0.95</code>.</dd>
<dt>...</dt>
<dd>Passed to <code>vcov.ame_als</code> / <code>confint.ame_als</code>
(e.g. <code>cluster</code>).</dd></dl>

Arguments

autoplot method for ALS fits — autoplot.ame_als

<dl>

<dt>object</dt>
<dd>A fitted <code>ame_als</code> / <code>lame_als</code> object.</dd>


<dt>which</dt>
<dd>One of <code>"beta"</code> (currently the only supported
value).</dd>


<dt>conf.level</dt>
<dd>Confidence level for the interval. Default
<code>0.95</code>.</dd>


<dt>...</dt>
<dd>Passed to <code>vcov.ame_als</code> / <code>confint.ame_als</code>
(e.g. <code>cluster</code>).</dd>

</dl>

autoplot.ame_als: autoplot method for ALS fits

Description

Usage

Value

Arguments