DeclareDesign v0.16.0
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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 | |
| 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 | |
| No Results! | ||
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Details
| License | MIT + file LICENSE |
| URL | https://declaredesign.org, https://github.com/DeclareDesign/DeclareDesign |
| BugReports | https://github.com/DeclareDesign/DeclareDesign/issues |
| Encoding | UTF-8 |
| LazyData | true |
| RoxygenNote | 6.1.1 |
| NeedsCompilation | no |
| Packaged | 2019-01-26 01:45:47 UTC; gdblair |
| Repository | CRAN |
| Date/Publication | 2019-01-26 05:30:14 UTC |
| suggests | AER , betareg , biglm , broom , data.table , DesignLibrary , dplyr , future.apply , gam , ggplot2 , knitr , lfe , MASS , Matching , reshape2 , rmarkdown , sf , testthat |
| depends | estimatr (>= 0.14.0) , fabricatr (>= 0.6.0) , R (>= 3.4.0) , randomizr (>= 0.16.1) |
| imports | generics , rlang |
| Contributors | Alexander Coppock, Neal Fultz, Jasper Cooper, Macartan Humphreys |
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