misty: Miscellaneous Functions 'T. Yanagida'

Miscellaneous functions for (1) data management (e.g., grand-mean and group-mean centering, coding variables and reverse coding items, scale and cluster scores, reading and writing Excel and SPSS files), (2) descriptive statistics (e.g., frequency table, cross tabulation, effect size measures), (3) missing data (e.g., descriptive statistics for missing data, missing data pattern, Little's test of Missing Completely at Random, and auxiliary variable analysis), (4) multilevel data (e.g., multilevel descriptive statistics, within-group and between-group correlation matrix, multilevel confirmatory factor analysis, level-specific fit indices, cross-level measurement equivalence evaluation, multilevel composite reliability, and multilevel R-squared measures), (5) item analysis (e.g., confirmatory factor analysis, coefficient alpha and omega, between-group and longitudinal measurement equivalence evaluation), and (6) statistical analysis (e.g., confidence intervals, collinearity and residual diagnostics, dominance analysis, between- and within-subject analysis of variance, latent class analysis, t-test, z-test, sample size determination).

Version: 0.6.3
Depends: R (≥ 4.2.0)
Imports: ggplot2, haven, lavaan, lme4, nlme, norm, readxl, rstudioapi, writexl
Suggests: Matrix, patchwork, plyr, mnormt
Published: 2024-05-14
DOI: NA
Author: Takuya Yanagida [aut, cre]
Maintainer: Takuya Yanagida <takuya.yanagida at univie.ac.at>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: NEWS
In views: MissingData
CRAN checks: misty results

Documentation:

Reference manual: misty.pdf

Downloads:

Package source: misty_0.6.3.tar.gz
Windows binaries: r-devel: misty_0.6.3.zip, r-release: misty_0.6.3.zip, r-oldrel: misty_0.6.3.zip
macOS binaries: r-release (arm64): misty_0.6.3.tgz, r-oldrel (arm64): misty_0.6.3.tgz, r-release (x86_64): misty_0.6.3.tgz, r-oldrel (x86_64): misty_0.6.3.tgz
Old sources: misty archive

Reverse dependencies:

Reverse imports: MCARtest, tidycomm
Reverse suggests: psycCleaning

Linking:

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