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DeclareDesign (version 1.1.0)

Declare and Diagnose Research Designs

Description

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.

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Version

Install

install.packages('DeclareDesign')

Monthly Downloads

7,918

Version

1.1.0

License

MIT + file LICENSE

Issues

21

Pull Requests

5

Stars

105

Forks

12

Maintainer

Alexander Coppock

Last Published

October 15th, 2025

Functions in DeclareDesign (1.1.0)

declare_population

Declare the size and features of the population
declare_step

Declare a custom step
declare_potential_outcomes

Declare potential outcomes
declare_test

Declare test
diagnose_design

Diagnose the design
declare_model

Declare the size and features of the population.
declare_internal_inherit_params

Used to inherit roxygen docs
declare_reveal

Declare a reveal outcomes step
get_functions

Get estimates, inquiries, assignment vectors, or samples from a design given data
modify_design

Modify a design after the fact
modify_edit

Modify internal variables in a design
pop.var

Population variance function
post_design

Explore your design
redesign

Redesign
tidy_try

Tidy Model Results and Filter to Relevant Coefficients
reshape_diagnosis

Clean up a diagnosis object for printing
draw_functions

Draw data, estimates, and inquiries from a design
diagnosis_helpers

Explore your design diagnosis
reexports

Objects exported from other packages
set_diagnosands

Set the diagnosands for a design
set_citation

Set the citation of a design
expand_design

Declare a design via a designer
find_all_objects

Find all objects and variables used in a design or design step
select_diagnosands

Select diagnosands
tidy.diagnosis

Tidy diagnosis
simulate_design

Simulate a design
run_design

Run a design one time
DeclareDesign-deprecated

Deprecated functions in package DeclareDesign.
diagnosand_handler

Declare diagnosands
compare_diagnoses

Compare Diagnoses
cite_design

Obtain the preferred citation for a design
declare_estimator

Declare estimator
declare_design

Declare a design
compare_functions

Compare two designs
declare_inquiry

Declare inquiry
declare_assignment

Declare Data Strategy: Assignment
DeclareDesign

DeclareDesign package
declare_measurement

Declare measurement procedure
declare_sampling

Declare sampling procedure