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DeclareDesign (version 0.16.0)

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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Install

install.packages('DeclareDesign')

Monthly Downloads

1,322

Version

0.16.0

License

MIT + file LICENSE

Issues

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Maintainer

Graeme Blair

Last Published

January 26th, 2019

Functions in DeclareDesign (0.16.0)

clone_dot_edit_env

Override environment via shim
simulate_design

Simulate a design
expand_conditions

Expand assignment conditions
declare_step

Declare a custom step
declare_sampling

Declare sampling procedure
set_citation

Set the citation of a design
get_functions

Get estimates, estimands, assignment vectors, or samples from a design given data
expand_design

Declare a design via a designer
set_diagnosands

Set the diagnosands for a design
redesign

Redesign
reexports

Objects exported from other packages
diagnosis_helpers

Explore your design diagnosis
draw_functions

Draw data, estimates, and estimands from a design
run_design

Execute a design
reshape_diagnosis

Clean up a diagnosis object for printing
deprecated

Deprecated functions
declare_estimand

Declare estimand
diagnose_design

Diagnose the design
modify_design

Modify a design after the fact
post_design

Explore your design
declare_estimator

Declare estimator
declare_design

Declare a design
cite_design

Obtain the preferred citation for a design
declare_assignment

Declare assignment procedure
declare_potential_outcomes

Declare potential outcomes
DeclareDesign

DeclareDesign package
diagnosand_handler

Declare diagnosands
declare_reveal

Declare a reveal outcomes step
declare_population

Declare the size and features of the population