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DeclareDesign (version 1.0.8)

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

1,798

Version

1.0.8

License

MIT + file LICENSE

Issues

22

Pull Requests

7

Stars

102

Forks

13

Maintainer

Graeme Blair

Last Published

March 7th, 2024

Functions in DeclareDesign (1.0.8)

declare_measurement

Declare measurement procedure
diagnosis_helpers

Explore your design diagnosis
declare_population

Declare the size and features of the population
diagnose_design

Diagnose the design
declare_step

Declare a custom step
declare_model

Declare the size and features of the population
declare_sampling

Declare sampling procedure
declare_reveal

Declare a reveal outcomes step
declare_potential_outcomes

Declare potential outcomes
declare_test

Declare test
expand_conditions

Expand assignment conditions
draw_functions

Draw data, estimates, and inquiries from a design
clone_dot_edit_env

Override environment via shim
tidy_try

Tidy Model Results and Filter to Relevant Coefficients
get_functions

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

Modify a design after the fact
expand_design

Declare a design via a designer
tidy.diagnosis

Tidy diagnosis
simulate_design

Simulate a design
redesign

Redesign
reshape_diagnosis

Clean up a diagnosis object for printing
reexports

Objects exported from other packages
run_design

Run a design one time
pop.var

Population variance function
set_citation

Set the citation of a design
set_diagnosands

Set the diagnosands for a design
post_design

Explore your design
DeclareDesign-deprecated

Deprecated functions in package DeclareDesign.
compare_functions

Compare two designs
DeclareDesign

DeclareDesign package
declare_estimator

Declare estimator
declare_assignment

Declare Data Strategy: Assignment
compare_diagnoses

Compare Diagnoses
diagnosand_handler

Declare diagnosands
declare_design

Declare a design
cite_design

Obtain the preferred citation for a design
declare_inquiry

Declare inquiry