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 material is based upon work supported by the U.S. National Science Foundation Award EEC-2052776 and EEC-2052662 for the MDS-Rely IUCRC Center, under the NSF Solicitation: NSF 20-570 Industry-University Cooperative Research Centers Program [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>.
| Version: | 0.6.2 |
| 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) |
| Suggests: | rmarkdown,testthat (≥ 3.0.0) |
| Published: | 2023-09-06 |
| DOI: | 10.32614/CRAN.package.netSEM |
| Author: | Wei-Heng Huang [aut], Nicholas R. Wheeler [aut], Addison G. Klinke [aut], Yifan Xu [aut], Wenyu Du [aut], Amit K. Verma [aut], Abdulkerim Gok [aut], Devin A. Gordon [ctb], Yu Wang [ctb], Sameera Nalin Venkat [ctb], HeinHtet Aung [ctb], Yeajin Jo [ctb], Xuanji Yu [ctb], Kemal Ozdemirli [ctb], Jonathan Gordon [ctb], Jayvic Cristian Jimenez [ctb], Jiqi Liu [ctb], Alan J. Curran [ctb], Justin S. Fada [ctb], Xuan Ma [ctb], Jennifer L. Braid [ctb], Jennifer L. W. Carter [ctb], Laura S. Bruckman [aut, cre], Roger H. French [aut, cph] |
| Maintainer: | Laura S. Bruckman <lsh41 at case.edu> |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | netSEM results |
Documentation:
| Reference manual: | netSEM.html ,netSEM.pdf |
| Vignettes: | Backsheet (source,R code) IV features (source,R code) PVmodule (source,R code) acrylic (source,R code) Cracking (source,R code) metal (source,R code) Introduction of netSEM (source,R code) PET (source,R code) |
Downloads:
| Package source: | netSEM_0.6.2.tar.gz |
| Windows binaries: | r-devel:netSEM_0.6.2.zip, r-release:netSEM_0.6.2.zip, r-oldrel:netSEM_0.6.2.zip |
| macOS binaries: | r-release (arm64):netSEM_0.6.2.tgz, r-oldrel (arm64):netSEM_0.6.2.tgz, r-release (x86_64):netSEM_0.6.2.tgz, r-oldrel (x86_64):netSEM_0.6.2.tgz |
| Old sources: | netSEM archive |
Linking:
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