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misty  

Miscellaneous Functions 'T. Yanagida'
View on CRAN: Click here


Download and install misty package within the R console
Install from CRAN:
install.packages("misty")

Install from Github:
library("remotes")
install_github("cran/misty")

Install by package version:
library("remotes")
install_version("misty", "0.8.0")



Attach the package and use:
library("misty")
Maintained by
Takuya Yanagida
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-02-09
Latest Update: 2025-07-07
Description:
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).
How to cite:
Takuya Yanagida (2020). misty: Miscellaneous Functions 'T. Yanagida'. R package version 0.8.0, https://cran.r-project.org/web/packages/misty. Accessed 05 Mar. 2026.
Previous versions and publish date:
0.2.0 (2020-02-09 20:30), 0.2.1 (2020-02-09 22:30), 0.2.2 (2020-02-26 18:10), 0.3.0 (2020-04-06 11:10), 0.3.1 (2020-04-25 20:40), 0.3.2 (2020-06-08 16:20), 0.4.0 (2021-05-13 17:30), 0.4.1 (2021-06-07 20:50), 0.4.2 (2021-08-19 22:40), 0.4.3 (2021-09-30 21:10), 0.4.4 (2022-02-24 16:40), 0.4.5 (2022-04-29 22:30), 0.4.6 (2022-06-08 12:50), 0.4.7 (2023-01-06 12:50), 0.4.8 (2023-03-10 10:30), 0.4.9 (2023-05-02 23:20), 0.4.10 (2023-05-18 12:30), 0.4.11 (2023-06-10 17:00), 0.4.12 (2023-07-08 11:30), 0.5.0 (2023-08-07 14:40), 0.5.1 (2023-08-22 16:30), 0.5.2 (2023-08-24 09:30), 0.5.3 (2023-09-18 00:50), 0.5.4 (2023-11-15 00:00), 0.6.0 (2024-01-13 00:50), 0.6.1 (2024-01-19 11:30), 0.6.2 (2024-02-05 19:40), 0.6.3 (2024-05-15 00:50), 0.6.4 (2024-06-26 13:20), 0.6.5 (2024-06-29 08:50), 0.6.6 (2024-08-25 06:20), 0.6.7 (2024-09-18 06:40), 0.6.8 (2024-10-24 18:30), 0.7.0 (2025-02-02 17:10), 0.7.1 (2025-03-10 18:40), 0.7.2 (2025-05-20 18:20), 0.7.3 (2025-07-07 18:10), 0.7.4 (2025-08-18 16:20), 0.7.5 (2025-09-06 07:11), 0.7.6 (2025-10-27 07:10)
Other packages that cited misty R package
View misty citation profile
Other R packages that misty depends, imports, suggests or enhances
Complete documentation for misty
Functions, R codes and Examples using the misty R package
Some associated functions: aov.b . aov.w . as.na . center . chr.gsub . chr.omit . chr.trim . ci.mean.diff . ci.mean . ci.mean.w . ci.median . ci.prop.diff . ci.prop . ci.sd . ci.var . cluster.scores . cohens.d . collin.diag . cor.cont . cor.cramer . cor.matrix . cor.phi . cor.poly . crosstab . descript . df.duplicated . df.merge . df.rbind . df.rename . df.sort . dummy.c . eta.sq . freq . indirect . item.alpha . item.cfa . item.omega . item.reverse . item.scores . kurtosis . multilevel.cor . multilevel.descript . multilevel.icc . multilevel.indirect . multilevel.r2 . na.as . na.auxiliary . na.coverage . na.descript . na.indicator . na.pattern . na.prop . na.test . print.mistyject . read.mplus . read.sav . read.xlsx . rec . run.mplus . rwg.lindell . size.cor . size.mean . size.prop . skewness . std.coef . test.levene . test.t . test.welch . test.z . write.mplus . write.result . write.sav . write.xlsx . 
Some associated R codes: aov.b.R . aov.w.R . as.na.R . center.R . chr.gsub.R . chr.omit.R . chr.trim.R . ci.mean.R . ci.mean.diff.R . ci.mean.w.R . ci.median.R . ci.prop.R . ci.prop.diff.R . ci.sd.R . ci.var.R . cluster.scores.R . cohens.d.R . collin.diag.R . cor.cont.R . cor.cramer.R . cor.matrix.R . cor.phi.R . cor.poly.R . crosstab.R . descript.R . df.duplicated.R . df.merge.R . df.rbind.R . df.rename.R . df.sort.R . dummy.c.R . eta.sq.R . freq.R . globals.R . indirect.R . item.alpha.R . item.cfa.R . item.omega.R . item.reverse.R . item.scores.R . kurtosis.R . multilevel.cor.R . multilevel.descript.R . multilevel.icc.R . multilevel.indirect.R . multilevel.r2.R . na.as.R . na.auxiliary.R . na.coverage.R . na.descript.R . na.indicator.R . na.pattern.R . na.prop.R . na.test.R . print.mistyject.R . read.mplus.R . read.sav.R . read.xlsx.R . rec.R . run.mplus.R . rwg.lindell.R . size.cor.R . size.mean.R . size.prop.R . skewness.R . start_message.R . std.coef.R . test.levene.R . test.t.R . test.welch.R . test.z.R . write.mplus.R . write.result.R . write.sav.R . write.xlsx.R .  Full misty package functions and examples
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