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
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faoutlier_0.7.7.tar.gz(r-4.5-noble)faoutlier_0.7.7.tar.gz(r-4.4-noble)
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faoutlier.pdf |faoutlier.html
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:

On CRAN:

Conda:

3.80 score 7 stars 18 scripts 482 downloads 7 exports 83 dependencies

Last updated 2 years agofrom:8b1dfc0ddc. Checks:6 OK, 3 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 11 2025
R-4.5-winNOTEMar 11 2025
R-4.5-macNOTEMar 11 2025
R-4.5-linuxNOTEMar 11 2025
R-4.4-winOKMar 11 2025
R-4.4-macOKMar 11 2025
R-4.4-linuxOKMar 11 2025
R-4.3-winOKMar 11 2025
R-4.3-macOKMar 11 2025

Exports:forward.searchgCDGOFLDobs.residrobustMDsetCluster

Dependencies:abindarmaudiobeeprbootbriocallrcliclustercodacodetoolscrayondcurverDerivdescdiffobjdigestdplyrevaluatefansifsfuturefuture.applygenericsglobalsglueGPArotationgridExtragtablejsonlitelatticelavaanlifecyclelistenvlme4magrittrMASSMatrixmgcvmiminqamirtmnormtmvtnormnlmenloptrnumDerivparallellypbapplypbivnormpermutepillarpkgbuildpkgconfigpkgloadpraiseprocessxprogressrpsquadprogR.methodsS3R.ooR.utilsR6rbibutilsRcppRcppArmadilloRcppEigenRdpackreformulasrlangrprojrootsemsessioninfoSimDesigntestthattibbletidyselectutf8vctrsveganwaldowithr

Readme and manuals

Help Manual

Help pageTopics
Influential case detection methods for FA and SEMfaoutlier-package faoutlier
Forward search algorithm for outlier detectionforward.search plot.forward.search print.forward.search
Generalized Cook's DistancegCD plot.gCD print.gCD
Goodness of Fit DistanceGOF plot.GOF print.GOF
Description of holzinger dataholzinger
Description of holzinger data with 1 outlierholzinger.outlier
Likelihood DistanceLD plot.LD print.LD
Model predicted residual outliersobs.resid plot.obs.resid print.obs.resid
Robust Mahalanobisplot.robmah print.robmah robustMD
Define a parallel cluster object to be used in internal functionssetCluster