netSEM-package: netSEM: Network Structural Equation Modeling
In netSEM: Network Structural Equation Modeling

netSEM-package

R Documentation

netSEM: 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 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) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1109/ACCESS.2013.2267611")}.

The R package 'netSEM' conducts a net-SEM statistical analysis (network structural equation modeling) on a dataframe of coincident observations of multiple continuous variables.

Author(s)

Maintainer: Laura S. Bruckman lsh41@case.edu (ORCID)

Authors:

Wei-Heng Huang wxh272@case.edu (ORCID)
Nicholas R. Wheeler nrw16@case.edu (ORCID)
Addison G. Klinke agk38@case.edu (ORCID)
Yifan Xu yxx218@case.edu (ORCID)
Wenyu Du wxd97@case.edu (ORCID)
Amit K. Verma aak126@case.edu (ORCID)
Abdulkerim Gok axg515@case.edu (ORCID)
Roger H. French rxf131@case.edu (ORCID) [copyright holder]

Other contributors:

Devin A. Gordon dag109@case.edu (ORCID) [contributor]
Yu Wang yxw880@case.edu (ORCID) [contributor]
Sameera Nalin Venkat sxn440@case.edu (ORCID) [contributor]
HeinHtet Aung hxh483@case.edu (ORCID) [contributor]
Yeajin Jo yxj414@case.edu (ORCID) [contributor]
Xuanji Yu xxy530@case.edu (ORCID) [contributor]
Kemal Ozdemirli kxo146@case.edu [contributor]
Jonathan Gordon jgordon5@bowdoin.edu (ORCID) [contributor]
Jayvic Cristian Jimenez jxj440@case.edu (ORCID) [contributor]
Jiqi Liu jxl1763@case.edu (ORCID) [contributor]
Alan J. Curran ajc269@case.edu (ORCID) [contributor]
Justin S. Fada jsf77@case.edu (ORCID) [contributor]
Xuan Ma xxm115@case.edu (ORCID) [contributor]
Jennifer L. Braid jlb269@case.edu (ORCID) [contributor]
Jennifer L. W. Carter jwc137@case.edu (ORCID) [contributor]

References

1. Bruckman, Laura S., Nicholas R. Wheeler, Junheng Ma, Ethan Wang, Carl K. Wang, Ivan Chou, Jiayang Sun, and Roger H. French. "Statistical and Domain Analytics Applied to PV Module Lifetime and Degradation Science." IEEE Access 1 (2013): 384-403. doi:10.1109/ACCESS.2013.2267611

2. Bruckman, Laura S., Nicholas R. Wheeler, Ian V. Kidd, Jiayang Sun, and Roger H. French. "Photovoltaic Lifetime and Degradation Science Statistical Pathway Development: Acrylic Degradation." In SPIE Solar Energy+ Technology, 8825:88250D-8. International Society for Optics and Photonics, 2013. doi:10.1117/12.2024717

netSEM documentation built on Sept. 8, 2023, 5:26 p.m.