Performs a regularization approach to variable selection in the
model-based clustering and classification frameworks.
First, the variables are arranged in order with a lasso-like procedure.
Second, the method of Maugis, Celeux, and Martin-Magniette (2009, 2011)
<doi:10.1016/j.csda.2009.04.013>, <doi:10.1016/j.jmva.2011.05.004>
is adapted to define the role of variables in the two frameworks.
R (>= 3.1.0), glasso, Rmixmod, parallel, base

Methods and Measures for Semantic Network Analysis
c(person("Alexander P.", "Christensen", email = "alexpaulchristensen@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-9798-7037")), person("Yoed N.", "Kenett", role = c("aut", "ctb"), comment = c(ORCID = "0000-0003-3872-7689")))
Implements several functions for the analysis of semantic networks including partial node bootstrapping (Kenett, Anaki, & Faust, 2014 <doi:10.3389/fnhum.2014.00407>), random walk simulation (Kenett & Austerweil, 2016 <http://alab.psych.wisc.edu/papers/files/Kenett16CreativityRW.pdf>), and a function to compute global network measures. Significance tests and plotting features are also implemented.
lsa, foreach, parallel, doParallel, pbapply, NetworkToolbox,
SemNetCleaner, dplyr, plyr, RColorBrewer, purrr, magrittr,
ggplot2, grid, igraph, qgraph, networktools
Alexander P. Christensen [aut, cre]
(<https://orcid.org/0000-0002-9798-7037>),
Yoed N. Kenett [aut, ctb] (<https://orcid.org/0000-0003-3872-7689>)

knitr, rmarkdown, htmlTable, gridExtra, shiny, shinyalert

Implements several functions for the analysis of semantic networks including different network estimation algorithms, partial node bootstrapping (Kenett, Anaki, & Faust, 2014 <doi:10.3389/fnhum.2014.00407>), random walk simulation (Kenett & Austerweil, 2016 <http://alab.psych.wisc.edu/papers/files/Kenett16CreativityRW.pdf>), and a function to compute global network measures. Significance tests and plotting features are also implemented.
pbapply, NetworkToolbox, dplyr, plyr, RColorBrewer, purrr,
magrittr, ggplot2, grid, igraph, qgraph, scales
knitr, rmarkdown, htmlTable, gridExtra, shiny, shinyalert,
R.matlab, foreign, readxl, data.table