Package: faoutlier 0.7.7

faoutlier: Influential Case Detection Methods for Factor Analysis and Structural Equation Models

Tools for detecting and summarize influential cases that can affect exploratory and confirmatory factor analysis models as well as structural equation models more generally (Chalmers, 2015, <doi:10.1177/0146621615597894>; Flora, D. B., LaBrish, C. & Chalmers, R. P., 2012, <doi:10.3389/fpsyg.2012.00055>).

Authors:Phil Chalmers [aut, cre]

faoutlier_0.7.7.tar.gz
faoutlier_0.7.7.zip(r-4.7-any)faoutlier_0.7.7.zip(r-4.6-any)faoutlier_0.7.7.zip(r-4.5-any)
faoutlier_0.7.7.tgz(r-4.6-any)faoutlier_0.7.7.tgz(r-4.5-any)
faoutlier_0.7.7.tar.gz(r-4.7-any)faoutlier_0.7.7.tar.gz(r-4.6-any)
faoutlier_0.7.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
faoutlier/json (API)

# Install 'faoutlier' in R:

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

Bug tracker:https://github.com/philchalmers/faoutlier/issues

Datasets:

holzinger - Description of holzinger data
holzinger.outlier - Description of holzinger data with 1 outlier

On CRAN:

3.87 score 7 stars 21 scripts 451 downloads 7 exports 91 dependencies

Last updated from:57a40a1a6f. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	180
source / vignettes	OK	250
linux-release-x86_64	OK	217
macos-release-arm64	OK	105
macos-oldrel-arm64	OK	82
windows-devel	OK	102
windows-release	OK	162
windows-oldrel	OK	173
wasm-release	OK	120

Exports:forward.search gCD GOF LD obs.resid robustMD setCluster

Dependencies:abind arm audio beepr boot brio callr class cli clipr cluster coda codetools crayon dcurver Deriv desc diffobj digest dplyr e1071 evaluate fs future future.apply generics globals glue GPArotation gridExtra gtable jsonlite lattice lavaan lifecycle listenv lme4 magrittr MASS Matrix mgcv mi minqa mirt mnormt mvtnorm nlme nloptr numDeriv otel parallelly pbapply pbivnorm permute pillar pkgbuild pkgconfig pkgload praise processx progressr proxy ps qs2 quadprog R.methodsS3 R.oo R.utils R6 rbibutils Rcpp RcppArmadillo RcppEigen RcppParallel Rdpack reformulas rlang rprojroot sem sessioninfo SimDesign splines2 stringfish testthat tibble tidyselect utf8 vctrs vegan waldo withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Influential case detection methods for FA and SEM	faoutlier-package faoutlier
Forward search algorithm for outlier detection	forward.search plot.forward.search print.forward.search
Generalized Cook's Distance	gCD plot.gCD print.gCD
Goodness of Fit Distance	GOF plot.GOF print.GOF
Description of holzinger data	holzinger
Description of holzinger data with 1 outlier	holzinger.outlier
Likelihood Distance	LD plot.LD print.LD
Model predicted residual outliers	obs.resid plot.obs.resid print.obs.resid
Robust Mahalanobis	plot.robmah print.robmah robustMD
Define a parallel cluster object to be used in internal functions	setCluster