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retrodesign  

Tools for Type S (Sign) and Type M (Magnitude) Errors
View on CRAN: Click here


Download and install retrodesign package within the R console
Install from CRAN:
install.packages("retrodesign")

Install from Github:
library("remotes")
install_github("cran/retrodesign")

Install by package version:
library("remotes")
install_version("retrodesign", "0.2.2")



Attach the package and use:
library("retrodesign")
Maintained by
Andrew Timm
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-03-08
Latest Update: 2023-11-02
Description:
Provides tools for working with Type S (Sign) and Type M (Magnitude) errors, as proposed in Gelman and Tuerlinckx (2000) and Gelman & Carlin (2014) . 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) 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.
How to cite:
Andrew Timm (2019). retrodesign: Tools for Type S (Sign) and Type M (Magnitude) Errors. R package version 0.2.2, https://cran.r-project.org/web/packages/retrodesign. Accessed 05 Jan. 2025.
Previous versions and publish date:
0.1.0 (2019-03-08 15:00), 0.2.0 (2023-08-24 09:40), 0.2.1 (2023-11-02 23:20)
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