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>.

Package details

AuthorWei-Heng Huang [aut, cre] (<https://orcid.org/0000-0002-6609-4981>), Nicholas Wheeler [aut] (<https://orcid.org/0000-0003-2248-8919>), Addison Klinke [aut] (<https://orcid.org/0000-0002-6985-7657>), Yifan Xu [aut] (<https://orcid.org/0000-0003-1696-0228>), Wenyu Du [aut] (<https://orcid.org/0000-0002-8672-9104>), Amit K. Verma [aut] (<https://orcid.org/0000-0003-1580-3001>), Abdulkerim Gok [aut] (<https://orcid.org/0000-0003-3433-7106>), Devin Gordon [ctb] (<https://orcid.org/0000-0002-5919-0422>), Yu Wang [ctb] (<https://orcid.org/0000-0003-1353-2578>), Jiqi Liu [ctb] (<https://orcid.org/0000-0003-2016-4160>), Alan Curran [ctb] (<https://orcid.org/0000-0002-4505-8359>), Justin Fada [ctb] (<https://orcid.org/0000-0002-0029-5051>), Xuan Ma [ctb] (<https://orcid.org/0000-0003-2361-2846>), Jennifer Braid [ctb] (<https://orcid.org/0000-0002-0677-7756>), Jennifer Carter [ctb] (<https://orcid.org/0000-0001-6702-729X>), Laura Bruckman [aut] (<https://orcid.org/0000-0003-1271-1072>), Roger French [aut, cph] (<https://orcid.org/0000-0002-6162-0532>)
MaintainerWei-Heng Huang <[email protected]>
LicenseGPL (>= 2)
Version0.5.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("netSEM")

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netSEM documentation built on Nov. 29, 2018, 1:04 a.m.