DesignLibrary v0.1.2
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Library of Research Designs
A simple interface to build designs using the package 'DeclareDesign'.
In one line of code, users can specify the parameters of individual
designs and diagnose their properties. The designers can also be used
to compare performance of a given design across a range of combinations
of parameters, such as effect size, sample size, and assignment probabilities.
Functions in DesignLibrary
| Name | Description | |
| match.call.defaults | Argument matching with defaults | |
| DesignLibrary | DesignLibrary: A package for creating designs | |
| binary_iv_designer | Create a binary instrumental variables design | |
| two_arm_designer | Create a one-level two-arm design | |
| two_by_two_designer | Create a two-by-two factorial design | |
| clean_code | Clean code for method substitute | |
| regression_discontinuity_designer | Create a regression discontinuity design | |
| return_args | Generates character string for non-fixed arguments in a designer using substitution approach. | |
| factorial_designer | Create a factorial design | |
| get_design_code | Get the code from a design | |
| cluster_sampling_designer | Create a design for cluster random sampling | |
| construct_design_code | Generates clean code string that reproduces design | |
| process_tracing_designer | Create a process-tracing design | |
| randomized_response_designer | Create a randomized response design | |
| multi_arm_designer | Create a design with multiple experimental arms | |
| pretest_posttest_designer | Create a pretest-posttest design | |
| mediation_analysis_designer | Create a design for mediation analysis | |
| spillover_designer | Create a design with spillovers | |
| two_arm_attrition_designer | Create design with risk of attrition or post treatment conditioning | |
| block_cluster_two_arm_designer | Create a two-arm design with blocks and clusters | |
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Details
| Type | Package |
| URL | https://declaredesign.org/library/, https://github.com/DeclareDesign/DesignLibrary |
| License | MIT + file LICENSE |
| Encoding | UTF-8 |
| LazyData | true |
| RoxygenNote | 6.1.1 |
| NeedsCompilation | no |
| Packaged | 2018-11-12 14:19:28 UTC; jaspercooper |
| Repository | CRAN |
| Date/Publication | 2018-11-12 14:50:03 UTC |
| depends | DeclareDesign (>= 0.12.0) , estimatr (>= 0.14.0) , fabricatr (>= 0.6.0) , R (>= 3.4.0) , randomizr (>= 0.16.1) |
| imports | generics , rlang |
| suggests | testthat |
| Contributors | Graeme Blair, Neal Fultz, Alexander Coppock, Macartan Humphreys, Lily Medina, Clara Bicalho |
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