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https://github.com/DeclareDesign/DesignLibrary
Library of Research Designs
https://github.com/DeclareDesign/DesignLibrary
Last synced: about 2 months ago
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Library of Research Designs
- Host: GitHub
- URL: https://github.com/DeclareDesign/DesignLibrary
- Owner: DeclareDesign
- License: other
- Created: 2018-01-31T16:23:24.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2023-08-08T19:32:54.000Z (over 1 year ago)
- Last Synced: 2024-03-20T06:01:05.840Z (9 months ago)
- Language: R
- Homepage: https://declaredesign.org/library/
- Size: 25.2 MB
- Stars: 29
- Watchers: 10
- Forks: 3
- Open Issues: 26
-
Metadata Files:
- Readme: README.Rmd
- License: LICENSE
Awesome Lists containing this project
README
---
output:
github_document
title: "DesignLibrary: A Library of Common Research Designs"
always_allow_html: true
---
[](https://coveralls.io/github/DeclareDesign/DesignLibrary?branch=master)
[](https://cran.r-project.org/package=DesignLibrary)
[](https://cran.r-project.org/)
[](commits/master)
**DesignLibrary** provides 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, assignment probabilities and more.
---
## Designs
```{r, echo=FALSE, message=FALSE}
library(fontawesome)
library(knitr)
library(tidyverse)
library(kableExtra)
add_link <- function(url, fa_string, tooltip) {
paste0(
"",
as.character(fa(fa_string, height = "15px", fill = "#2860F6")),
""
)
}
overview <- read_csv("inst/extdata/overview.csv")
overview <-
overview %>%
mutate(Vignette = add_link(url = paste0("https://declaredesign.org/r/designlibrary/articles/", vignette, ".html"),
fa_string = "fab fa-readme",
"Read description of design"),
Designer = add_link(url = paste0("https://declaredesign.org/r/designlibrary/reference/", designer, ".html"),
fa_string = "fas fa-pencil-alt",
"Open designer documentation"),
`Design Inspector` = add_link(url = paste0("https://eos.wzb.eu/ipi/DDinspector/?import_library=", design),
fa_string = "fas fa-info-circle",
"Open in DeclareDesign Inspector"),
design_title = str_replace_all(design, "_", " "),
design_title = str_to_title(design_title),
Design = str_replace(design_title, "Iv", "IV"))
overview %>%
select(Design, Vignette, Designer, `Design Inspector`) %>%
kable(escape = F, align = c("l", "c", "c", "c")) %>%
kable_styling()
```
## Installing the design library
To install the latest stable release of **DesignLibrary**, please ensure that you are running version 3.4 or later of R and run the following code:
```{r, eval=F}
install.packages("DesignLibrary")
```
If you would like to use the latest development release of **DesignLibrary**, please ensure that you are running version 3.4 or later of R and run the following code:
```{r, eval=F}
devtools::install_github("DeclareDesign/DesignLibrary", keep_source = TRUE)
```
## Contributing designs and designers
We welcome contributions to the library!
- You can [submit static designs](https://declaredesign.org/r/designlibrary/articles/how_to_write_and_contribute_designs.html) made in `DeclareDesign`, which will live as properly attributed entries in the library on our website
- Or you can [submit designer functions that generate designs](https://declaredesign.org/r/designlibrary/articles/how_to_write_and_contribute_designers.html), which may be added to the CRAN version of the package
---
This project is generously supported by a grant from the [Laura and John Arnold Foundation](http://www.arnoldfoundation.org) and seed funding from [Evidence in Governance and Politics (EGAP)](http://egap.org).