blockDyadSampler

Class for defining a block dyad sampler
Class for defining a block dyad sampler

When a network is partially observed (here, NAs in the adjacency matrix rather than 1 or 0
due to missing information between node pairs), it is possible to account for the underlying process
that generates those NAs. 'missSBM' adjusts the popular stochastic block model from network data
sampled under various missing data conditions, as described in Tabouy, Barbillon and Chiquet (2019) <doi:10.1080/01621459.2018.1562934>.

Julien Chiquet

missSBM

Handling Missing Data in Stochastic Block Models

Pierre Barbillon

Timoth<c3><a9>e Tabouy

gro<c3><9f>BM team

blockDyadSampler function

<code><a rd-options="missSBM:networkSampling" href="/link/missSBM%3A%3AnetworkSampling?package=missSBM&version=0.3.0&to=missSBM%3AnetworkSampling" data-mini-rdoc="missSBM:networkSampling::missSBM::networkSampling">missSBM::networkSampling</a></code> -&gt; <code><a rd-options="missSBM:networkSampler" href="/link/missSBM%3A%3AnetworkSampler?package=missSBM&version=0.3.0&to=missSBM%3AnetworkSampler" data-mini-rdoc="missSBM:networkSampler::missSBM::networkSampler">missSBM::networkSampler</a></code> -&gt; <code><a rd-options="missSBM:dyadSampler" href="/link/missSBM%3A%3AdyadSampler?package=missSBM&version=0.3.0&to=missSBM%3AdyadSampler" data-mini-rdoc="missSBM:dyadSampler::missSBM::dyadSampler">missSBM::dyadSampler</a></code> -&gt; <code>blockDyadSampler</code>

Super classes

<dl class="dl-horizontal">
<dt><code>df</code></dt><dd>the number of parameters of this sampling</dd>
</dl>

Active bindings

<h3>Public methods</h3><ul>
<li><a href="/link/blockDyadSampler%24new()?package=missSBM&version=0.3.0" data-mini-rdoc="missSBM::blockDyadSampler$new()"><code>blockDyadSampler$new()</code></a></li>
<li><a href="/link/blockDyadSampler%24clone()?package=missSBM&version=0.3.0" data-mini-rdoc="missSBM::blockDyadSampler$clone()"><code>blockDyadSampler$clone()</code></a></li>
</ul>
<ul>
<li><a href="/link/missSBM%3A%3AnetworkSampling%24print()?package=missSBM&version=0.3.0" data-mini-rdoc="missSBM::missSBM::networkSampling$print()"><code>missSBM::networkSampling$print()</code></a></li>
<li><a href="/link/missSBM%3A%3AnetworkSampling%24show()?package=missSBM&version=0.3.0" data-mini-rdoc="missSBM::missSBM::networkSampling$show()"><code>missSBM::networkSampling$show()</code></a></li>
<li><a href="/link/missSBM%3A%3AnetworkSampler%24rSamplingMatrix()?package=missSBM&version=0.3.0" data-mini-rdoc="missSBM::missSBM::networkSampler$rSamplingMatrix()"><code>missSBM::networkSampler$rSamplingMatrix()</code></a></li>
</ul><h3>Method <code>new()</code></h3>constructor for networkSampling
<h3>Usage</h3><pre>blockDyadSampler$new(
 parameters = NA,
 nbNodes = NA,
 directed = FALSE,
 clusters = NA
)</pre><h3>Arguments</h3><dl class="dl-horizontal">
<dt><code>parameters</code></dt><dd>the vector of parameters associated to the sampling at play</dd></dl><dt><code>nbNodes</code></dt><dd>number of nodes in the network</dd><dt><code>directed</code></dt><dd>logical, directed network of not</dd><dt><code>clusters</code></dt><dd>a vector of class memberships</dd>
<h3>Method <code>clone()</code></h3>The objects of this class are cloneable with this method.
<h3>Usage</h3><pre>blockDyadSampler$clone(deep = FALSE)</pre><h3>Arguments</h3><dl class="dl-horizontal">
<dt><code>deep</code></dt><dd>Whether to make a deep clone.</dd>
</dl>

Methods

Class for defining a block dyad sampler — blockDyadSampler

<code><a rd-options='missSBM:networkSampling' href='missSBM::networkSampling'>missSBM::networkSampling</a></code> -&gt; <code><a rd-options='missSBM:networkSampler' href='missSBM::networkSampler'>missSBM::networkSampler</a></code> -&gt; <code><a rd-options='missSBM:dyadSampler' href='missSBM::dyadSampler'>missSBM::dyadSampler</a></code> -&gt; <code>blockDyadSampler</code>

<dl class='dl-horizontal'>
<dt><code>df</code></dt><dd>the number of parameters of this sampling</dd>
</dl>

blockDyadSampler: Class for defining a block dyad sampler

Description

Arguments

Super classes

Active bindings

Methods

Public methods

Method `new()`

Usage

Arguments

Method `clone()`

Usage

Arguments

Description

Arguments

Super classes

Active bindings

Methods

Public methods

Method new()

Usage

Arguments

Method clone()

Usage

Arguments

Method `new()`

Method `clone()`