compositeReliabilityInNestedDesigns: Optimizing the Composite Reliability in Multivariate Nested Designs
The reliability of assessment tools is a crucial aspect of monitoring student performance in various educational settings. It ensures that the assessment outcomes accurately reflect a student's true level of performance. However, when assessments are combined, determining composite reliability can be challenging, especially for naturalistic and unbalanced datasets in nested design as is often the case for Workplace-Based Assessments. This package is designed to estimate composite reliability in nested designs using multivariate generalizability theory and enhance the analysis of assessment data. The package allows for the inclusion of weight per assessment type and produces extensive G- and D-study results with graphical interpretations, and options to find the set of weights that maximizes the composite reliability or minimizes the standard error of measurement (SEM).
| Version: | 1.0.4 |
| Depends: | R (≥ 2.10) |
| Imports: | dplyr, ggplot2, lme4, magrittr, plyr, psych, reshape2, tidyr, Rsolnp |
| Published: | 2024-09-21 |
| DOI: | 10.32614/CRAN.package.compositeReliabilityInNestedDesigns |
| Author: | Joyce Moonen - van Loon
 [aut, cre] |
| Maintainer: | Joyce Moonen - van Loon <j.moonen at maastrichtuniversity.nl> |
| BugReports: | https://github.com/jmoonen/compositeReliabilityInNestedDesigns/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/jmoonen/compositeReliabilityInNestedDesigns |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | compositeReliabilityInNestedDesigns results |
Documentation:
| Reference manual: | compositeReliabilityInNestedDesigns.pdf |
Downloads:
| Package source: | compositeReliabilityInNestedDesigns_1.0.4.tar.gz |
| Windows binaries: | r-devel: compositeReliabilityInNestedDesigns_1.0.4.zip, r-release: compositeReliabilityInNestedDesigns_1.0.4.zip, r-oldrel: compositeReliabilityInNestedDesigns_1.0.4.zip |
| macOS binaries: | r-release (arm64): compositeReliabilityInNestedDesigns_1.0.4.tgz, r-oldrel (arm64): compositeReliabilityInNestedDesigns_1.0.4.tgz, r-release (x86_64): compositeReliabilityInNestedDesigns_1.0.4.tgz, r-oldrel (x86_64): compositeReliabilityInNestedDesigns_1.0.4.tgz |
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