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DESCRIPTION
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Package: MCMSEM
Type: Package
Title: Multi co-moment structural equation models
Version: 0.26.1
Author: Zenab Tamimy, Elsje van Bergen, Matthijs van der Zee, Conor Dolan, Michel Nivard
Maintainer: Zenab Tamimy <[email protected]>
Description: This package provides a new approach to causal modeling based on cross-sectional data of non-normally distributed variables.
This method goes beyond traditional covariance structural equation modeling (SEM) by including multivariate higher order moments (MCM), i.e., co-skewnesses and co-kurtoses, which inform the causal direction of relation between variables.
License: GPL-3 | file LICENCE
Encoding: UTF-8
LazyData: true
Imports:
utils,
MASS,
PerformanceAnalytics,
numDeriv,
torch,
qgraph,
hdf5r
Suggests:
testthat (>= 3.0.0)
Config/testthat/edition: 3
RoxygenNote: 7.3.2