An Initial Example | A Severe Example | Assessing Type S/M errors when you don't have prior information | So how worried should we be in more reasonable studies? | Solutions outside NHST | Further Reading
Package: retrodesign 0.2.2
retrodesign: Tools for Type S (Sign) and Type M (Magnitude) Errors
Provides tools for working with Type S (Sign) and Type M (Magnitude) errors, as proposed in Gelman and Tuerlinckx (2000) <doi:10.1007/s001800000040> and Gelman & Carlin (2014) <doi:10.1177/1745691614551642>. In addition to simply calculating the probability of Type S/M error, the package includes functions for calculating these errors across a variety of effect sizes for comparison, and recommended sample size given "tolerances" for Type S/M errors. To improve the speed of these calculations, closed forms solutions for the probability of a Type S/M error from Lu, Qiu, and Deng (2018) <doi:10.1111/bmsp.12132> are implemented. As of 1.0.0, this includes support only for simple research designs. See the package vignette for a fuller exposition on how Type S/M errors arise in research, and how to analyze them using the type of design analysis proposed in the above papers.
Authors:
retrodesign_0.2.2.tar.gz
retrodesign_0.2.2.zip(r-4.7-any)retrodesign_0.2.2.zip(r-4.6-any)retrodesign_0.2.2.zip(r-4.5-any)
retrodesign_0.2.2.tgz(r-4.6-any)retrodesign_0.2.2.tgz(r-4.5-any)
retrodesign_0.2.2.tar.gz(r-4.7-any)retrodesign_0.2.2.tar.gz(r-4.6-any)
retrodesign_0.2.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
retrodesign/json (API)
| # Install 'retrodesign' in R: |
| install.packages('retrodesign', repos = c('https://andytimm.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/andytimm/retrodesign/issues
Last updated from:ad3ea5592f. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 130 | ||
| source / vignettes | OK | 182 | ||
| linux-release | OK | 120 | ||
| macos-release | OK | 85 | ||
| macos-oldrel | OK | 110 | ||
| windows-devel | OK | 71 | ||
| windows-release | OK | 68 | ||
| windows-oldrel | OK | 56 | ||
| wasm-release | OK | 79 |
Exports:retro_designretro_design_closed_formretrodesignsim_plottype_mtype_s
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| retro_design: Calculates Power, Type S, and Type M error | retro_design |
| retro_design_closed_form: Calculates Power, Type S, and Type M error | retro_design_closed_form |
| List retro_design_closed_form | retro_design_closed_form.list |
| Numeric retro_design_closed_form | retro_design_closed_form.numeric |
| retrodesign: Calculates Power, Type S, and Type M error | retrodesign |
| List retrodesign | retrodesign.list |
| Numeric retrodesign | retrodesign.numeric |
| sim_plot: visualize type S/M errors | sim_plot |
| type_m | type_m |
| List type_m | type_m.list |
| Numeric type_m | type_m.numeric |
| type_s | type_s |
| List type_s | type_s.list |
| Numeric type_s | type_s.numeric |