vecToMatrix

Greedy Bayesian algorithm to fit the noisy stochastic block model to an observed sparse graph. Moreover, a graph inference procedure to recover Gaussian Graphical Model (GGM) from real data. This procedure comes with a control of the false discovery rate. The method is described in the article "Enhancing the Power of Gaussian Graphical Model Inference by Modeling the Graph Structure" by Kilian, Rebafka, and Villers (2024) <arXiv:2402.19021>.

Valentin Kilian

noisysbmGGM

Noisy Stochastic Block Model for GGM Inference

Fanny Villers

vecToMatrix function

<dl><dt>X</dt>
<dd>a vector</dd>
<dt>p</dt>
<dd>(integer) the dimension of the square matrix returned by the function
be careful the length of the vector X must be equal to p(p+1)/2</dd></dl>

Arguments

vecToMatrix — vecToMatrix

<dl>

<dt>X</dt>
<dd>a vector</dd>


<dt>p</dt>
<dd>(integer) the dimension of the square matrix returned by the function
be careful the length of the vector X must be equal to p(p+1)/2</dd>

</dl>

vecToMatrix: vecToMatrix

Description

Usage

Value

Arguments