Package: SEMsensitivity 0.1.0

Biying Zhou

SEMsensitivity: SEM Sensitivity Analysis

Performs sensitivity analysis for Structural Equation Modeling (SEM). It determines which sample points need to be removed for the sign of a specific path in the SEM model to change, thus assessing the robustness of the model. Methodological manuscript in preparation.

Authors:Biying Zhou [aut, cre], Feng Ji [aut]

SEMsensitivity_0.1.0.tar.gz
SEMsensitivity_0.1.0.tar.gz(r-4.7-any)SEMsensitivity_0.1.0.tar.gz(r-4.6-any)
SEMsensitivity_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
SEMsensitivity/json (API)

# Install 'SEMsensitivity' in R:

install.packages('SEMsensitivity', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

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

1.00 score 203 downloads 16 exports 40 dependencies

Last updated from:bc339f0276. Checks:4 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	536
source / vignettes	OK	165
linux-release-x86_64	OK	550
wasm-release	OK	118

Exports:getValue SEMsensitivity Test1 Test10 Test11 Test12 Test13 Test2 Test3 Test4 Test5 Test61 Test62 Test7 Test8 Test9

Dependencies:cli cpp11 dplyr farver generics ggplot2 ggrepel glue gtable isoband labeling lattice lavaan lifecycle magrittr MASS Matrix mnormt numDeriv pbapply pbivnorm pillar pkgconfig quadprog R.methodsS3 R.oo R.utils R6 RColorBrewer Rcpp rlang S7 scales semfindr tibble tidyselect utf8 vctrs viridisLite withr

Citation

Readme and manuals

Help Manual

Help page	Topics
Get the value of a specified SEM path parameter after case deletion	getValue
Run Specified Test for SEM Path Sign or Fit Measure Change	SEMsensitivity
Naive Method with Exact Influence	Test1
Use depth method to drop fit measure below threshold	Test10
Use Simulated Annealing Method to Try to Switch Sign of Parameter	Test11
Use Particle Swarm Optimization (PSO) to Try to Switch Sign of Parameter	Test12
Use Brute Search with Cut Method to Try to Switch Sign of Parameter	Test13
Naive Method with Approximate Influence	Test2
Specified Approximation Method	Test3
Simple depth method	Test4
Combined Method	Test5
Finding case deletions required to change fit metric using exact influences	Test61
Finding case deletions required to change fit metric using approximate method	Test62
Negamax Search Algorithm Function	Test7
Use Depth Method to Try to Switch Sign of Parameter	Test8
Use Depth Method to Try to Switch Sign of Parameter	Test9

Package: SEMsensitivity 0.1.0

SEMsensitivity: SEM Sensitivity Analysis

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)