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.tgz(r-4.4-any)faoutlier_0.7.7.tgz(r-4.3-any)
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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:

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

On CRAN:

7 exports 7 stars 1.27 score 84 dependencies 18 scripts 433 downloads

Last updated 1 years agofrom:8b1dfc0ddc. Checks:OK: 5 NOTE: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 12 2024
R-4.5-win	NOTE	Sep 12 2024
R-4.5-linux	NOTE	Sep 12 2024
R-4.4-win	OK	Sep 12 2024
R-4.4-mac	OK	Sep 12 2024
R-4.3-win	OK	Sep 12 2024
R-4.3-mac	OK	Sep 12 2024

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

Dependencies:abind arm audio beepr boot brio callr cli cluster coda codetools crayon curl dcurver Deriv desc diffobj digest dplyr evaluate fansi 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 parallelly pbapply pbivnorm permute pillar pkgbuild pkgconfig pkgload praise processx progressr ps quadprog R.methodsS3 R.oo R.utils R6 Rcpp RcppArmadillo RcppEigen rematch2 rlang rprojroot RPushbullet sem sessioninfo SimDesign snow 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