powerNLSEM
Simulation-Based Power Estimation (MSPE) for Nonlinear SEM
v0.1.2
·
Sep 27, 2024
·
GPL-3
Description
Model-implied simulation-based power estimation (MSPE) for nonlinear (and linear) SEM, path analysis and regression analysis. A theoretical framework is used to approximate the relation between power and sample size for given type I error rates and effect sizes. The package offers an adaptive search algorithm to find the optimal N for given effect sizes and type I error rates. Plots can be used to visualize the power relation to N for different parameters of interest (POI). Theoretical justifications are given in Irmer et al. (2024a) <doi:10.31219/osf.io/pe5bj> and detailed description are given in Irmer et al. (2024b) <doi:10.3758/s13428-024-02476-3>.
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CRAN Check Status
11
NOTE
3
OK
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| r-devel-macos-arm64 | NOTE |
| r-devel-windows-x86_64 | NOTE |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | NOTE |
| r-release-linux-x86_64 | NOTE |
| r-release-macos-arm64 | NOTE |
| r-release-macos-x86_64 | NOTE |
| r-release-windows-x86_64 | NOTE |
Check details (14 non-OK)
NOTE
r-devel-linux-x86_64-debian-clang
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-devel-linux-x86_64-debian-gcc
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-devel-linux-x86_64-fedora-clang
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-devel-linux-x86_64-fedora-gcc
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-devel-macos-arm64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-devel-windows-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
'FSR.R' 'SR.R' 'helper_functions_model.R' 'plot.powerNLSEM.R'
'smart_search.R'
OK
r-oldrel-macos-arm64
*
OK
r-oldrel-macos-x86_64
*
OK
r-oldrel-windows-x86_64
*
NOTE
r-patched-linux-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-release-linux-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-release-macos-arm64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-release-macos-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-release-windows-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
'FSR.R' 'SR.R' 'helper_functions_model.R' 'plot.powerNLSEM.R'
'smart_search.R'
Check History
NOTE 3 OK · 11 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE
r-devel-linux-x86_64-debian-clang
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-devel-linux-x86_64-debian-gcc
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-devel-linux-x86_64-fedora-clang
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-devel-linux-x86_64-fedora-gcc
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-devel-macos-arm64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-devel-windows-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
'FSR.R' 'SR.R' 'helper_functions_model.R' 'plot.powerNLSEM.R'
'smart_search.R'
NOTE
r-patched-linux-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-release-linux-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-release-macos-arm64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-release-macos-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘FSR.R’ ‘SR.R’ ‘helper_functions_model.R’ ‘plot.powerNLSEM.R’
‘smart_search.R’
NOTE
r-release-windows-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
'FSR.R' 'SR.R' 'helper_functions_model.R' 'plot.powerNLSEM.R'
'smart_search.R'
Dependency Network
Version History
new
0.1.2
Mar 10, 2026