aMNLFA

Automated Moderated Nonlinear Factor Analysis Using 'M-plus'

v1.1.2 · Feb 13, 2022 · GPL-2

Description

Automated generation, running, and interpretation of moderated nonlinear factor analysis models for obtaining scores from observed variables, using the method described by Gottfredson and colleagues (2019) <doi:10.1016/j.addbeh.2018.10.031>. This package creates M-plus input files which may be run iteratively to test two different types of covariate effects on items: (1) latent variable impact (both mean and variance); and (2) differential item functioning. After sequentially testing for all effects, it also creates a final model by including all significant effects after adjusting for multiple comparisons. Finally, the package creates a scoring model which uses the final values of parameter estimates to generate latent variable scores. \n\n This package generates TEMPLATES for M-plus inputs, which can and should be inspected, altered, and run by the user. In addition to being presented without warranty of any kind, the package is provided under the assumption that everyone who uses it is reading, interpreting, understanding, and altering every M-plus input and output file. There is no one right way to implement moderated nonlinear factor analysis, and this package exists solely to save users time as they generate M-plus syntax according to their own judgment.

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Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	36.9s
r-devel-linux-x86_64-debian-gcc	NOTE	26.9s
r-devel-linux-x86_64-fedora-clang	NOTE	58.4s
r-devel-linux-x86_64-fedora-gcc	NOTE	54.5s
r-devel-macos-arm64	NOTE	12s
r-devel-windows-x86_64	NOTE	56s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	33s
r-oldrel-windows-x86_64	NOTE	69s
r-patched-linux-x86_64	NOTE	34.4s
r-release-linux-x86_64	NOTE	33.3s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	33s
r-release-windows-x86_64	NOTE	56s

Check details (16 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

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NOTE r-devel-linux-x86_64-fedora-clang

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NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
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  All declared Imports should be used.

NOTE r-devel-linux-x86_64-fedora-gcc

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NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘devtools’ ‘dplyr’ ‘gridExtra’
  All declared Imports should be used.

NOTE r-devel-macos-arm64

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NOTE r-release-macos-arm64

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NOTE r-release-macos-x86_64

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NOTE r-release-windows-x86_64

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Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

NOTE r-devel-linux-x86_64-debian-clang

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NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘devtools’ ‘dplyr’ ‘gridExtra’
  All declared Imports should be used.

NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘devtools’ ‘dplyr’ ‘gridExtra’
  All declared Imports should be used.

NOTE r-devel-macos-arm64

Rd files

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checkRd: (-1) aMNLFA.prune.Rd:17: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) aMNLFA.prune.Rd:18: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) aMNLFA.prune.Rd:19: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) aMNLFA.prune.Rd:20: L

Dependency Network

Version History

new 1.1.2 Mar 9, 2026

Maintainer

Veronica Cole

Dependencies

Depends

R (>= 3.1.0) utils

Imports

grDevices graphics stats ggplot2 MplusAutomation reshape2 gridExtra stringr plyr devtools dplyr stringi

Compilation

No compilation needed

First Published

Mar 9, 2026

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