Package: mmirestriktor 0.3.1.9000
Mackson Ncube
mmirestriktor: Informative Hypothesis Testing Web Applications
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>.
Authors:
mmirestriktor_0.3.1.9000.tar.gz
mmirestriktor_0.3.1.9000.zip(r-4.5)mmirestriktor_0.3.1.9000.zip(r-4.4)mmirestriktor_0.3.1.9000.zip(r-4.3)
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mmirestriktor.pdf |mmirestriktor.html✨
mmirestriktor/json (API)
| # Install 'mmirestriktor' in R: |
| install.packages('mmirestriktor', repos = c('https://mightymetrika.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mightymetrika/mmirestriktor/issues
datahypothesisinfomativepowerrestriktorstatisticstesting
Last updated 2 months agofrom:e752cb2e87. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 01 2024 |
| R-4.5-win | OK | Sep 01 2024 |
| R-4.5-linux | OK | Sep 01 2024 |
| R-4.4-win | OK | Sep 01 2024 |
| R-4.4-mac | OK | Sep 01 2024 |
| R-4.3-win | OK | Sep 01 2024 |
| R-4.3-mac | OK | Sep 01 2024 |
Exports:d_eq_spaceddeal_cards_to_gridFbarCardsgenerate_datasetsgenerate_datasets_regiht_interpreterlr_powmmir_modelmmirestriktormuipj_powreplextreplext_pgsqlreplext_t1_c1replext_t2_c1rm_interpretersim_reg
Dependencies:base64encbitbit64blobbootbslibcachemclicolorspacecommonmarkcpp11crayoncrosstalkDBIdigestDTevaluatefansifarverfastmapfontawesomefsgenericsggplot2gluegmmgridExtragtablehighrhmshtmltoolshtmlwidgetshttpuvic.inferisobandjquerylibjsonlitekappalabkernlabknitrlabelinglaterlatticelavaanlazyevallifecyclelpSolvelubridatemagrittrMASSMatrixmemoisemgcvmimemmcardsmnormtmunsellmvtnormnlmenormnumDerivpbapplypbivnormpillarpkgconfigplogrpoolpromisesquadprogR6rappdirsRColorBrewerRcpprestriktorrlangrmarkdownRPostgressandwichsassscalesshinyshinythemessourcetoolstibbletimechangetinytextmvtnormutf8vctrsviridisLitewithrxfunxtableyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Calculate Equally Spaced Differences | d_eq_spaced |
| Deal Cards to Grid | deal_cards_to_grid |
| FbarCards Shiny App | FbarCards |
| Generate Datasets for ANOVA Simulation | generate_datasets |
| Generate Multiple Datasets for Regression Simulation | generate_datasets_reg |
| Interpret Results of Informative Hypothesis Test | iht_interpreter |
| Calculate Power for Linear Regression Simulations | lr_pow |
| Fit Restriktor Supported Model | mmir_model |
| Mighty Metrika Interface to Restriktor Shiny App | mmirestriktor |
| Calculate Group Means for One-Way ANOVA | mui |
| Power Calculation for ANOVA Simulation | pj_pow |
| Launch Replext Simulation Shiny Application | replext |
| Launch Replext Simulation Shiny Application | replext_pgsql |
| Replext Function for ANOVA Simulations in Table 1 Cell 1 | replext_t1_c1 |
| Generate Replext Tables for Linear Regression Analysis | replext_t2_c1 |
| Interpret Results of Restricted Means Analysis | rm_interpreter |
| Regression Data Simulation for Linear Models | sim_reg |