netSEM

Network Structural Equation Modeling

The network structural equation modeling conducts a network statistical analysis on a data frame of coincident observations of multiple continuous variables [1]. It builds a pathway model by exploring a pool of domain knowledge guided candidate statistical relationships between each of the variable pairs, selecting the 'best fit' on the basis of a specific criteria such as adjusted r-squared value. This work was funded under U. S. Dept. of Energy, Prime Award No. DE-E-0004946, Award Agreement No. 60220829-51077-T. [1] Bruckman, Laura S., Nicholas R. Wheeler, Junheng Ma, Ethan Wang, Carl K. Wang, Ivan Chou, Jiayang Sun, and Roger H. French. (2013) <doi:10.1109/ACCESS.2013.2267611>.

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Package
netSEM
Type
Package
Title
Network Structural Equation Modeling
Description
The network structural equation modeling conducts a network statistical analysis on a data frame of coincident observations of multiple continuous variables [1]. It builds a pathway model by exploring a pool of domain knowledge guided candidate statistical relationships between each of the variable pairs, selecting the 'best fit' on the basis of a specific criteria such as adjusted r-squared value. This work was funded under U. S. Dept. of Energy, Prime Award No. DE-E-0004946, Award Agreement No. 60220829-51077-T. [1] Bruckman, Laura S., Nicholas R. Wheeler, Junheng Ma, Ethan Wang, Carl K. Wang, Ivan Chou, Jiayang Sun, and Roger H. French. (2013) .
Version
0.5.0
Depends
R (>= 3.1.0)
Imports
DiagrammeR (>= 0.9.2), DiagrammeRsvg (>= 0.1), htmlwidgets (>= 1.2), knitr (>= 1.20), magrittr (>= 1.5), MASS (>= 7.3-47), rsvg (>= 1.1), svglite (>= 1.2.1), png (>= 0.1-7), segmented (>= 0.5-3.0), gtools (>= 3.5.0)
License
GPL (>= 2)
LazyData
true
Suggests
rmarkdown, testthat
VignetteBuilder
knitr
RoxygenNote
6.0.1
NeedsCompilation
no
Packaged
2018-06-10 22:22:21 UTC; setup
Author
Wei-Heng Huang [aut, cre] (), Nicholas Wheeler [aut] (), Addison Klinke [aut] (), Yifan Xu [aut] (), Wenyu Du [aut] (), Abdulkerim Gok [aut] (), Devin Gordon [ctb] (), Yu Wang [ctb] (), Jiqi Liu [ctb] (), Alan Curran [ctb] (), Justin Fada [ctb] (), Xuan Ma [ctb] (), Jennifer Braid [ctb] (), Laura Bruckman [aut] (), Roger French [aut, cph] ()
Maintainer
Wei-Heng Huang
Repository
CRAN
Date/Publication
2018-06-12 10:33:50 UTC

install.packages('netSEM')

0.5.0

4 months ago

Wei-Heng Huang

GPL (>= 2)

Depends on

R (>= 3.1.0)

Imports

DiagrammeR (>= 0.9.2), DiagrammeRsvg (>= 0.1), htmlwidgets (>= 1.2), knitr (>= 1.20), magrittr (>= 1.5), MASS (>= 7.3-47), rsvg (>= 1.1), svglite (>= 1.2.1), png (>= 0.1-7), segmented (>= 0.5-3.0), gtools (>= 3.5.0)

Suggests

rmarkdown, testthat

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