mmirestriktor
Informative Hypothesis Testing Web Applications
Description
Offering enhanced statistical power compared to traditional hypothesis testing methods, informative hypothesis testing allows researchers to explicitly model their expectations regarding the relationships among parameters. An important software tool for this framework is 'restriktor'. The 'mmirestriktor' package provides 'shiny' web applications to implement some of the basic functionality of 'restriktor'. The mmirestriktor() function launches a 'shiny' application for fitting and analyzing models with constraints. The FbarCards() function launches a card game application which can help build intuition about informative hypothesis testing. The iht_interpreter() helps interpret informative hypothesis testing results based on guidelines in Vanbrabant and Rosseel (2020) <doi:10.4324/9780429273872-14>.
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CRAN Check Status
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)
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
'iht_interpreter.Rd' 'lr_pow.Rd' 'pj_pow.Rd' 'replext_helpers.R'
'replext_helpers_pgsql.R' 'rm_interpreter.Rd'
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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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
'iht_interpreter.Rd' 'lr_pow.Rd' 'pj_pow.Rd' 'replext_helpers.R'
'replext_helpers_pgsql.R' 'rm_interpreter.Rd'
Check History
NOTE 3 OK · 11 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
'iht_interpreter.Rd' 'lr_pow.Rd' 'pj_pow.Rd' 'replext_helpers.R'
'replext_helpers_pgsql.R' 'rm_interpreter.Rd'
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
‘iht_interpreter.Rd’ ‘lr_pow.Rd’ ‘pj_pow.Rd’ ‘replext_helpers.R’
‘replext_helpers_pgsql.R’ ‘rm_interpreter.Rd’
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:
'iht_interpreter.Rd' 'lr_pow.Rd' 'pj_pow.Rd' 'replext_helpers.R'
'replext_helpers_pgsql.R' 'rm_interpreter.Rd'