Package: netSEM 0.6.2

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], 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]

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NEWS

# Install 'netSEM' in R:
install.packages('netSEM', repos = c('https://laurabruckman.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • IVfeature - IV features data
  • PVmodule - Dataframe for PV module degradation under Damp Heat Exposure
  • acrylic - A data frame of an acrylic polymer degradation experiment
  • backsheet - Backsheet PET/PET/EVA Degradation
  • crack - Crack Quantification for Photovoltaic Backsheets
  • metal - Aluminum Gradient Material for Metal's Design
  • pet - A data frame of an degradation experiment of poly(ethylene-terephthalate) films

On CRAN:

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

3.72 score 13 scripts 250 downloads 1 mentions 6 exports 78 dependencies

Last updated 1 years agofrom:a3e6f874e0. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 13 2024
R-4.5-winNOTENov 13 2024
R-4.5-linuxNOTENov 13 2024
R-4.4-winNOTENov 13 2024
R-4.4-macNOTENov 13 2024
R-4.3-winOKNov 13 2024
R-4.3-macOKNov 13 2024

Exports:genInitnetSEMp1netSEMp2pathpathwayPredictpathwayRMSE

Dependencies:base64encbitbit64bslibcachemclicliprcolorspacecpp11crayoncurlDiagrammeRDiagrammeRsvgdigestdplyrevaluatefansifarverfastmapfontawesomefsgenericsgluegtoolshighrhmshtmltoolshtmlwidgetsigraphjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixmemoisemimemunsellnlmepillarpkgconfigpngprettyunitsprogresspurrrR6rappdirsRColorBrewerRcppreadrrlangrmarkdownrstudioapirsvgsassscalessegmentedstringistringrsvglitesystemfontstibbletidyrtidyselecttinytextzdbutf8V8vctrsviridisLitevisNetworkvroomwithrxfunyaml

Photodegradation of Acrylic Polymer

Rendered fromacrylic.Rmdusingknitr::rmarkdownon Nov 13 2024.

Last update: 2023-09-06
Started: 2022-08-29

Backsheet PET/PET/EVA Degradation

Rendered fromBacksheet.Rmdusingknitr::rmarkdownon Nov 13 2024.

Last update: 2022-08-29
Started: 2018-06-12

Quantifying and Modeling Photovoltaic Backsheet Cracking

Rendered fromcrack.Rmdusingknitr::rmarkdownon Nov 13 2024.

Last update: 2022-08-29
Started: 2022-08-29

netSEM v0.6.2

Rendered fromnetSEM.Rmdusingknitr::rmarkdownon Nov 13 2024.

Last update: 2023-09-06
Started: 2018-06-12

Current-Voltage(I-V) Features of Photovoltaic Modules

Rendered fromIVfeature.Rmdusingknitr::rmarkdownon Nov 13 2024.

Last update: 2022-08-29
Started: 2018-06-12

netSEM Modeling of the Aluminum Gradient Material for Metal's Design

Rendered frommetal.Rmdusingknitr::rmarkdownon Nov 13 2024.

Last update: 2022-08-29
Started: 2018-11-28

netSEM Modeling of the Weathering Driven Degradation of Poly(ethylene-terephthalate) Films

Rendered frompet.Rmdusingknitr::rmarkdownon Nov 13 2024.

Last update: 2022-08-29
Started: 2018-06-12

PV module Degradation under Damp Heat Exposure

Rendered fromPVmodule.Rmdusingknitr::rmarkdownon Nov 13 2024.

Last update: 2022-08-29
Started: 2022-08-29