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), (6) statistical analysis (e.g.,
bootstrap 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'.