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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), (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), and (7) functions to interact with 'Blimp' and 'Mplus'.
| Version: | 0.6.8 |
| Depends: | R (≥ 4.2.0) |
| Imports: | data.table, ggplot2, haven, lavaan, lme4, rstudioapi |
| Suggests: | hdf5r, Matrix, mice, mnormt, mvnmle, nlme, patchwork, readxl, plyr, writexl |
| Published: | 2024-10-24 |
| DOI: | 10.32614/CRAN.package.misty |
| 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 |
| Reference manual: | misty.pdf |
| Package source: | misty_0.6.8.tar.gz |
| Windows binaries: | r-devel: misty_0.6.8.zip, r-release: misty_0.6.8.zip, r-oldrel: misty_0.6.8.zip |
| macOS binaries: | r-release (arm64): misty_0.6.8.tgz, r-oldrel (arm64): misty_0.6.8.tgz, r-release (x86_64): misty_0.6.8.tgz, r-oldrel (x86_64): misty_0.6.8.tgz |
| Old sources: | misty archive |
| Reverse imports: | tidycomm |
| Reverse suggests: | psycCleaning |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.