Package: MiCT 2.0.0

Yong-Hao Pua

MiCT: Minimal Important Change and Threshold Estimation

Provides methods for estimating minimal important change (MIC) and interpretation thresholds for multi-item questionnaires and single-item continuous or ordinal measures. Methods include predictive modelling, adjusted predictive modelling, improved adjusted predictive modelling using anchor reliability, confirmatory factor analysis for anchor reliability, longitudinal confirmatory factor analysis for MIC estimation, longitudinal confirmatory factor analysis-based MIC estimation for single-item measures, and confirmatory factor analysis-based threshold estimation for single-item and multi-item measures. Implemented methods include those developed by Terluin et al. (2015) <doi:10.1016/j.jclinepi.2015.03.015>, Terluin et al. (2017) <doi:10.1016/j.jclinepi.2016.12.015>, Terluin et al. (2022) <doi:10.1016/j.jclinepi.2022.04.018>, Terluin et al. (2023) <doi:10.1007/s11136-023-03355-8>, Terluin et al. (2024) <doi:10.1007/s11136-023-03577-w>, Terluin et al. (2024) <doi:10.1007/s11136-024-03763-4>, and Terluin et al. (2026) <doi:10.1007/s11136-025-04134-3>.

Authors:Iris Eekhout [aut], Berend Terluin [aut], Yong-Hao Pua [aut, cre]

MiCT_2.0.0.tar.gz
MiCT_2.0.0.zip(r-4.7-any)MiCT_2.0.0.zip(r-4.6-any)MiCT_2.0.0.zip(r-4.5-any)
MiCT_2.0.0.tgz(r-4.6-any)MiCT_2.0.0.tgz(r-4.5-any)
MiCT_2.0.0.tar.gz(r-4.7-any)MiCT_2.0.0.tar.gz(r-4.6-any)
MiCT_2.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
MiCT/json (API)

# Install 'MiCT' in R:
install.packages('MiCT', repos = c('https://yhpua.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/yhpua/mict/issues

Pkgdown/docs site:https://yhpua.github.io

Datasets:
  • example - Simulated longitudinal MIC example dataset

On CRAN:

Conda:

3.40 score 286 downloads 15 exports 78 dependencies

Last updated from:6881a6a845. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK137
source / vignettesOK164
linux-releaseOK137
macos-releaseOK181
macos-oldrelOK226
windows-develOK69
windows-releaseOK80
windows-oldrelOK91
wasm-releaseOK96

Exports:equalize_levelslcfa_modelmic_adjustmic_iapmmic_lcfamic_predmic_rocmim_thresholdmim_threshold_detailssim_mic_lcfasim_thresholdsimdattr_reliabilitytr_reliability_modelvar_discretize

Dependencies:audiobeeprbriocallrclassclicliprclustercodetoolscrayondcurverDerivdescdiffobjdigestdplyre1071evaluatefsfuturefuture.applygenericsglobalsglueGPArotationgridExtragtablejsonlitelatticelavaanlifecyclelistenvmagrittrMASSMatrixmgcvmirtmnormtnlmenumDerivotelparallellypbapplypbivnormpermutepillarpkgbuildpkgconfigpkgloadpraisepROCprocessxprogressrproxypsqs2quadprogR.methodsS3R.ooR.utilsR6RcppRcppArmadilloRcppParallelrlangrprojrootsessioninfoSimDesignsplines2stringfishtestthattibbletidyselectutf8vctrsveganwaldowithr