DeclareDesign v0.18.0

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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.

Functions in DeclareDesign

Name Description
diagnosand_handler Declare diagnosands
redesign Redesign
post_design Explore your design
expand_conditions Expand assignment conditions
expand_design Declare a design via a designer
modify_design Modify a design after the fact
declare_estimator Declare estimator
declare_estimand Declare estimand
get_functions Get estimates, estimands, assignment vectors, or samples from a design given data
declare_step Declare a custom step
declare_sampling Declare sampling procedure
declare_reveal Declare a reveal outcomes step
simulate_design Simulate a design
diagnose_design Diagnose the design
diagnosis_helpers Explore your design diagnosis
set_diagnosands Set the diagnosands for a design
deprecated Deprecated functions
reshape_diagnosis Clean up a diagnosis object for printing
run_design Execute a design
reexports Objects exported from other packages
set_citation Set the citation of a design
DeclareDesign DeclareDesign package
compare_functions Compare two designs
declare_design Declare a design
declare_assignment Declare assignment procedure
declare_population Declare the size and features of the population
cite_design Obtain the preferred citation for a design
declare_potential_outcomes Declare potential outcomes
draw_functions Draw data, estimates, and estimands from a design
clone_dot_edit_env Override environment via shim
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