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ShortForm
View on CRAN: Click
here
Download and install ShortForm package within the R console
Install from CRAN:
install.packages("ShortForm")
Install from Github:
library("remotes")
install_github("cran/ShortForm")
Install by package version:
library("remotes")
install_version("ShortForm", "0.5.3")
Attach the package and use:
library("ShortForm")
Maintained by
Anthony Raborn
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-10-20
Latest Update: 2023-03-08
Description:
Performs automatic creation of short forms of scales with an ant colony optimization algorithm and a Tabu search. As implemented in the package, the ant colony algorithm randomly selects items to build a model of a specified length, then updates the probability of item selection according to the fit of the best model within each set of searches. The algorithm continues until the same items are selected by multiple ants a given number of times in a row. On the other hand, the Tabu search changes one parameter at a time to be either free, constrained, or fixed while keeping track of the changes made and putting changes that result in worse fit in a "tabu" list so that the algorithm does not revisit them for some number of searches. See Leite, Huang, & Marcoulides (2008) <doi:10.1080/00273170802285743> for an applied example of the ant colony algorithm, and Marcoulides & Falk (2018) <doi:10.1080/10705511.2017.1409074> for an applied example of the Tabu search.
How to cite:
Anthony Raborn (2017). ShortForm: Automatic Short Form Creation. R package version 0.5.3, https://cran.r-project.org/web/packages/ShortForm
Previous versions and publish date:
Other packages that cited ShortForm R package
View ShortForm citation profile
Other R packages that ShortForm depends,
imports, suggests or enhances
Functions, R codes and Examples using
the ShortForm R package
Some associated functions: ShortForm . ShortFormStartup . add.param . antcolony.lavaan . antcolony.mplus . dot-onAttach . exampleAntModel . par.matches . plot . refit.model . search.prep . shortExampleAntModel . simulatedAnnealing . simulated_test_data . tabu.sem . tabuShortForm .
Some associated R codes: ACO_MPlus.R . ACO_lavaan.R . ShortForm.R . Tabu_addparam.R . Tabu_internal.R . Tabu_refit.R . Tabu_searchprep.R . Tabu_sem.R . Tabu_shortform.R . data.R . lavaan_copied_internal_functions.R . shortform_plots.R . simulated_annealing.R . simulated_annealing_internals.R . Full ShortForm package functions and examples
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