Declare and Diagnose Research Designs

Researchers can characterize and learn about the properties of research designs before implementation using `DeclareDesign`. Ex ante declaration and diagnosis of designs can help researchers clarify the strengths and limitations of their designs and to improve their properties, and can help readers evaluate a research strategy prior to implementation and without access to results. It can also make it easier for designs to be shared, replicated, and critiqued.


Reference manual

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install.packages("DeclareDesign")

1.1.1 by Alexander Coppock, 6 months ago


https://declaredesign.org/r/declaredesign/, https://github.com/DeclareDesign/DeclareDesign


Report a bug at https://github.com/DeclareDesign/DeclareDesign/issues


Browse source code at https://github.com/cran/DeclareDesign


Authors: Graeme Blair [aut] , Jasper Cooper [aut] , Alexander Coppock [aut, cre] (ORCID: , Macartan Humphreys [aut] (ORCID: , Neal Fultz [aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports rlang, generics, methods

Depends on randomizr, fabricatr, estimatr

Suggests testthat, knitr, rmarkdown, AER, diffobj, dplyr, data.table, tibble, ggplot2, future, future.apply, broom, MASS, Matching, betareg, biglm, gam, sf, reshape2, DesignLibrary, coin, marginaleffects, psych, CausalQueries, rdrobust, rdss


Depended on by DesignLibrary.

Suggested by CausalQueries, estimatr, marginaleffects, ordbetareg, randomizr, rdss.


See at CRAN