Package: DeclareDesign 1.0.10

Graeme Blair

DeclareDesign: 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.

Authors:Graeme Blair [aut, cre], Jasper Cooper [aut], Alexander Coppock [aut], Macartan Humphreys [aut], Neal Fultz [aut]

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manual.pdf |manual.html✨
card.svg |card.png
DeclareDesign/json (API)
NEWS

# Install 'DeclareDesign' in R:
install.packages('DeclareDesign', repos = c('https://declaredesign.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/declaredesign/declaredesign/issues

Pkgdown/docs site:https://declaredesign.org

On CRAN:

Conda:

designresearchsimulations

8.64 score 109 stars 1 packages 496 scripts 4.9k downloads 1 mentions 53 exports 8 dependencies

Last updated from:236ec44f07. Checks:7 ERROR, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64ERROR211
source / vignettesOK192
linux-release-x86_64ERROR217
macos-release-arm64ERROR121
macos-oldrel-arm64ERROR173
windows-develERROR163
windows-releaseERROR148
windows-oldrelERROR181
wasm-releaseOK129

Exports:cite_designcompare_design_codecompare_design_datacompare_design_estimatescompare_design_inquiriescompare_design_summariescompare_designscompare_diagnosesdeclare_assignmentdeclare_diagnosandsdeclare_estimanddeclare_estimandsdeclare_estimatordeclare_estimatorsdeclare_inquiriesdeclare_inquirydeclare_measurementdeclare_modeldeclare_populationdeclare_potential_outcomesdeclare_revealdeclare_samplingdeclare_stepdeclare_testdelete_stepdiagnose_designdiagnose_designsdraw_datadraw_estimanddraw_estimandsdraw_estimatesexpand_designget_diagnosandsget_estimatesget_simulationsinsert_steplabel_estimatorlabel_testmodel_handlerpop.varprint_coderedesignreplace_stepreshape_diagnosisrun_designset_citationset_diagnosandssimulate_designsimulate_designstidytidy_estimatortidy_tryvars

Dependencies:estimatrfabricatrFormulagenericsrandomizrRcppRcppEigenrlang

Readme and manuals

Help Manual

Help pageTopics
Obtain the preferred citation for a designcite_design
Compare Diagnosescompare_diagnoses
Compare two designscompare_designs compare_design_code compare_design_data compare_design_estimates compare_design_inquiries compare_design_summaries compare_functions
Declare Data Strategy: Assignmentassignment_handler declare_assignment
Declare a design+.dd declare_design
Declare estimatordeclare_estimator declare_estimators label_estimator method_handler
Declare inquirydeclare_estimand declare_estimands declare_inquiries declare_inquiry inquiry_handler
Declare measurement proceduredeclare_measurement measurement_handler
Declare the size and features of the populationdeclare_model
Declare sampling proceduredeclare_sampling sampling_handler
Declare a custom stepdeclare_step
Declare testdeclare_test label_test
DeclareDesign packageDeclareDesign-package DeclareDesign
Declare diagnosandsdeclare_diagnosands diagnosand_handler
Diagnose the designdiagnose_design diagnose_designs vars
Explore your design diagnosisdiagnosis_helpers get_diagnosands get_simulations
Draw data, estimates, and inquiries from a designdraw_data draw_estimand draw_estimands draw_estimates draw_functions
Declare a design via a designerexpand_design
Get estimates, inquiries, assignment vectors, or samples from a design given dataget_estimates get_functions
Modify a design after the factdelete_step insert_step modify_design replace_step
Population variance functionpop.var
Explore your designpost_design print.design print_code summary.design
Redesignredesign
Clean up a diagnosis object for printingreshape_diagnosis
Run a design one timerun_design
Set the citation of a designset_citation
Set the diagnosands for a designset_diagnosands
Simulate a designsimulate_design simulate_designs
Tidy Model Results and Filter to Relevant Coefficientstidy_try
Tidy diagnosistidy.diagnosis