DesignLibrary

You can install the DesignLibrary package in R:
install.packages("DesignLibrary")
Library features:
  • Our Vignettes describe each of the designs in the library in code and in terms of MIDA
  • The Designers are R functions that allow you to quickly build and modify designs using pre-built templates
  • Use our Design Inspector to visualize how power, bias, coverage and a range of other diagnosands vary as you change different features of the designs
Design Vignette Designer Design Inspector Contributor Keywords
Block-Cluster-Two-Arm DesignDeclareDesignblocking, experiment
Cluster SamplingDeclareDesignclusters, measurement, observational
Factorial designDeclareDesignfactorial
Mediation Analysis DesignDeclareDesignexperiment, mediation
Multi-Arm ExperimentDeclareDesignexperiment, multiarm trial
Pre-Test Post-Test DesignDeclareDesignbaseline, difference-in-differences, experiment
Randomized ResponseDeclareDesigndescriptive, experiment
Regression DiscontinuityDeclareDesignobservational, regression discontinuity
Simple Spillover DesignDeclareDesignexperiment, spillovers
Two-Arm ExperimentDeclareDesignexperiment
Simple factorial designDeclareDesignexperiment factorial
Two arm attrition designDeclareDesignpost-treatment
Process tracing designDeclareDesignprocess tracing, qualitative
Simple iv designDeclareDesignexperiment