Learn R Programming

⚠️There's a newer version (0.6.2) of this package.Take me there.

netSEM (version 0.5.1)

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 work was funded under U. S. Dept. of Energy, Prime Award No. DE-E-0004946, Award Agreement No. 60220829-51077-T. [1] Bruckman, Laura S., Nicholas R. Wheeler, Junheng Ma, Ethan Wang, Carl K. Wang, Ivan Chou, Jiayang Sun, and Roger H. French. (2013) .

Copy Link

Version

Install

install.packages('netSEM')

Monthly Downloads

283

Version

0.5.1

License

GPL (>= 2)

Maintainer

Wei-Heng Huang

Last Published

November 28th, 2018

Functions in netSEM (0.5.1)

pet

A data frame of an degradation experiment of poly(ethylene-terephthalate) films
pathwayRMSE

Summary of pathway RMSE
pathwayPredict

Summary of predicted and observed response values along a pathway
subsetData

Subset of the result table
summary.netSEM

Summary of net-SEM
path

Extract Path Model Equation
plot.netSEM

Plotting of netSEM diagram
metal

Aluminum Gradient Material for Metal's Design
netSEM

Network Structure Equation Modeling
backsheet

Backsheet PET/PET/EVA Degradation
netSEMm

network Structural Equation Modeling (netSEM)
crack

Crack Quantification for Photovoltaic Backsheets
findrelation

Find relationship between any two variables
genInit

Generate initial values for nls function
IVfeature

IV features data
acrylic

A data frame of an acrylic degradation experiment