qgraph statistics

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Citations per year

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Associated diseases

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qgraph specifications


Unique identifier OMICS_16858
Name qgraph
Software type Package/Module
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux, Mac OS, Windows
Programming languages R
License GNU General Public License version 2.0
Computer skills Advanced
Version 1.5
Stability Stable
methods, plyr, parallel, Matrix, grDevices, ggplot2, gtools, corpcor, reshape2, ellipse, RSVGTipsDevice, Hmisc, abind, pbapply, igraph, fdrtool, colorspace, R(≥3.0.0), png, jpeg, glasso, ggm, psych, lavaan, sem, sna, huge, d3Network, BDgraph, sendplot
Maintained Yes


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  • person_outline Sacha Epskamp <>

Publication for qgraph

qgraph in publications

PMCID: 5895626
PMID: 29643399
DOI: 10.1038/s41598-018-24224-2

[…] the norm score of 123., we estimated a sparse gaussian network based on the polychoric correlations between the responses to the scl-90-r items using the glasso-method implemented in the r-package qgraph. glasso estimates partial correlations between each pair of variables conditioning on all other variables. as such, we can interpret the network as depicting conditional dependence relations: […]

PMCID: 5851541
PMID: 29538418
DOI: 10.1371/journal.pone.0191981

[…] strength and closeness scores allows researchers to assess the potential impact of a targeted treatment regimen. centrality plots and calculation of centrality measures were performed with the qgraph package [] in the r scripting language []. network plots were produced with gephi []., finally, we compute within patient community symptom clusters using random walk community detection, […]

PMCID: 5787243
PMID: 29373967
DOI: 10.1186/s12888-018-1595-0

[…] never to every day, or nearly every day were used to derive a binary indicator coded as (0) no self-harm, (1) self-harm., correlations between 116 items used in bifactor analysis were computed in r qgraph and visualised as a network plot (see the additional file , fig. ). confirmatory factor analyses with mplus 7.4 of the original questionnaires showed moderate to low fit indices of the models; […]

PMCID: 5779701
PMID: 29360876
DOI: 10.1371/journal.pone.0191675

[…] network structure across the four time points; and 4) finally, we evaluated the robustness of our findings by exploring the accuracy of edge weights and centrality indices., we used the r-package qgraph to estimate and visualize all networks [], and followed state-of-the-art procedures to estimate regularized partial correlation networks using the gaussian graphical model (ggm) for each time […]

PMCID: 5736715
PMID: 29259322
DOI: 10.1038/s41598-017-18189-x

[…] dependent on the activation of its neighbouring nodes; for dichotomous variables) fitted using elasso have been developed. these network estimation methods are readily implemented in the r package qgraph and isingfit (https://cran.r-project.org/web/packages/isingfit/index.html). having been combined with graph theory metrics,, hierarchical and segregated relationships among […]

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qgraph institution(s)
Department of Psychological Methods, University of Amsterdam, Amsterdam, Netherlands

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