MIRES
Measurement Invariance Assessment Using Random Effects Models and Shrinkage
Description
Estimates random effect latent measurement models, wherein the loadings, residual variances, intercepts, latent means, and latent variances all vary across groups. The random effect variances of the measurement parameters are then modeled using a hierarchical inclusion model, wherein the inclusion of the variances (i.e., whether it is effectively zero or non-zero) is informed by similar parameters (of the same type, or of the same item). This additional hierarchical structure allows the evidence in favor of partial invariance to accumulate more quickly, and yields more certain decisions about measurement invariance. Martin, Williams, and Rast (2020) <doi:10.31234/osf.io/qbdjt>.
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CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
dependencies in R code
Namespaces in Imports field not imported from: ‘pracma’ ‘rstantools’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘pracma’ ‘rstantools’ All declared Imports should be used.
Check History
NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
dependencies in R code
Namespaces in Imports field not imported from: ‘pracma’ ‘rstantools’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘pracma’ ‘rstantools’ All declared Imports should be used.
ERROR 10 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
whether package can be installed
Installation failed. See ‘/home/hornik/tmp/R.check/r-devel-gcc/Work/PKGS/MIRES.Rcheck/00install.out’ for details.
dependencies in R code
Namespaces in Imports field not imported from: ‘pracma’ ‘rstantools’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘pracma’ ‘rstantools’ All declared Imports should be used.
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
dependencies in R code
Namespaces in Imports field not imported from: ‘pracma’ ‘rstantools’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘pracma’ ‘rstantools’ All declared Imports should be used.
installed package size
installed size is 164.7Mb
sub-directories of 1Mb or more:
libs 164.0Mb
installed package size
installed size is 169.1Mb
sub-directories of 1Mb or more:
libs 168.5Mb
installed package size
installed size is 7.6Mb
sub-directories of 1Mb or more:
libs 6.9Mb
ERROR 8 OK · 5 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
dependencies in R code
Namespaces in Imports field not imported from: ‘pracma’ ‘rstantools’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘pracma’ ‘rstantools’ All declared Imports should be used.
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/MIRES.Rcheck/00install.out' for details.
installed package size
installed size is 164.7Mb
sub-directories of 1Mb or more:
libs 164.0Mb
installed package size
installed size is 169.1Mb
sub-directories of 1Mb or more:
libs 168.5Mb
installed package size
installed size is 7.6Mb
sub-directories of 1Mb or more:
libs 6.9Mb
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
dependencies in R code
Namespaces in Imports field not imported from: ‘pracma’ ‘rstantools’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘pracma’ ‘rstantools’ All declared Imports should be used.
installed package size
installed size is 164.7Mb
sub-directories of 1Mb or more:
libs 164.0Mb
installed package size
installed size is 169.1Mb
sub-directories of 1Mb or more:
libs 168.5Mb
installed package size
installed size is 7.6Mb
sub-directories of 1Mb or more:
libs 6.9Mb