Network Structural Equation Modeling
Generate initial values for nls function
netSEM: Network Structural Equation Modeling
network Structural Equation Modeling (netSEM)
network Structural Equation Modelling (netSEM) - Principle 2
Extract Path Model Equation
Summary of predicted and observed response values along a pathway
Summary of pathway RMSE
Plotting of netSEM diagram
Plotting of netSEM diagram
Summary of netSEMp1
Summary of netSEMp2
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>.