Package: netSEM 0.7.0

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>.

Authors: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], Van D. Tran [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]

netSEM_0.7.0.tar.gz
netSEM_0.7.0.zip(r-4.7-any)netSEM_0.7.0.zip(r-4.6-any)netSEM_0.7.0.zip(r-4.5-any)
netSEM_0.7.0.tgz(r-4.6-any)netSEM_0.7.0.tgz(r-4.5-any)
netSEM_0.7.0.tar.gz(r-4.7-any)netSEM_0.7.0.tar.gz(r-4.6-any)
netSEM_0.7.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
netSEM/json (API)

# Install 'netSEM' in R:
install.packages('netSEM', repos = c('https://laurabruckman.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • acrylic - A data frame of an acrylic polymer degradation experiment
  • backsheet - Backsheet PET/PET/EVA Degradation
  • crack - Crack Quantification for Photovoltaic Backsheets
  • IVfeature - IV features data
  • metal - Aluminum Gradient Material for Metal's Design
  • pet - A data frame of an degradation experiment of poly(ethylene-terephthalate) films
  • PVmodule - Dataframe for PV module degradation under Damp Heat Exposure

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.75 score 14 scripts 454 downloads 1 mentions 4 exports 119 dependencies

Last updated from:797357ec42. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK270
source / vignettesOK235
linux-releaseOK367
macos-releaseOK364
macos-oldrelOK254
windows-develOK319
windows-releaseOK312
windows-oldrelOK318
wasm-releaseOK155

Exports:netSEMp1netSEMp2pathsvar_selection

Dependencies:askpassbackportsbase64encbitbit64bootbroombslibbutchercachemcellrangerclassclicliprcodetoolscoincpp11crayoncurldata.tableDescToolsDiagrammeRDiagrammeRsvgdigestdplyre1071evaluateExactexpmfarverfastmapfontawesomeforcatsfsgenericsgldgluehavenhighrhmshtmltoolshtmlwidgetshttrigraphjanitorjquerylibjsonliteknitrlabelinglatticelibcoinlifecyclelmomlmtestlobstrlubridatemagrittrMASSMatrixmatrixStatsmemoisemimemodeltoolsmultcompmultcompViewmvtnormnlmenortestopensslpillarpkgconfigplyrpngprettyunitsprogressproxypurrrR6rappdirsRColorBrewerrcompanionRcppreadrreadxlrematchrlangrmarkdownrootSolverstudioapirsvgsandwichsassscalessegmentedsnakecasestringistringrsurvivalsvglitesyssystemfontstextshapingTH.datatibbletidyrtidyselecttimechangetinytextzdbutf8V8vctrsviridisLitevisNetworkvroomwithrxfunyamlzoo

Photodegradation of Acrylic Polymer
Data Description | Load data and run code to build netSEM | Network diagram for data | Reference
Rendered fromacrylic.Rmdusingknitr::rmarkdown

Last update: 2026-02-24
Started: 2022-08-29

Backsheet PET/PET/EVA Degradation
Data Description | Load data and run code to build netSEM | Network diagram for data | Reference | Acknowledgment
Rendered fromBacksheet.Rmdusingknitr::rmarkdown

Last update: 2026-02-24
Started: 2018-06-12

Quantifying and Modeling Photovoltaic Backsheet Cracking
Data Description | Load data and run code to build netSEM | Network diagram for data | Reference
Rendered fromcrack.Rmdusingknitr::rmarkdown

Last update: 2026-02-24
Started: 2022-08-29

netSEM v0.6.2
What is netSEM v0.6.2 and what does it do? | How does netSEM v0.7.0 work? | Install and load the package | Sources
Rendered fromnetSEM.Rmdusingknitr::rmarkdown

Last update: 2026-02-24
Started: 2018-06-12

Current-Voltage(I-V) Features of Photovoltaic Modules
Data Description | Load data and run code to build netSEM | Network diagram for data | Reference | Acknowledgment
Rendered fromIVfeature.Rmdusingknitr::rmarkdown

Last update: 2026-02-24
Started: 2018-06-12

netSEM Modeling of the Aluminum Gradient Material for Metal's Design
Material Description | Data Collection | Data for netSEM | Load data and run code to build netSEM | Network diagram for data | Discussion | Reference | Acknowledgment
Rendered frommetal.Rmdusingknitr::rmarkdown

Last update: 2026-02-24
Started: 2018-11-28

netSEM Modeling of the Weathering Driven Degradation of Poly(ethylene-terephthalate) Films
Data Description | Load data and run code to build netSEM | Network diagram for data | Discussion | Reference | Acknowledgment
Rendered frompet.Rmdusingknitr::rmarkdown

Last update: 2026-02-24
Started: 2018-06-12

PV module Degradation under Damp Heat Exposure
Data Description | Load data and run code to build netSEM | Network diagram for data | Reference | Acknowledgment
Rendered fromPVmodule.Rmdusingknitr::rmarkdown

Last update: 2026-02-24
Started: 2022-08-29