Package: SpatialRDD 0.1.0.9000
SpatialRDD: Conduct Multiple Types of Geographic Regression Discontinuity Designs
Spatial versions of Regression Discontinuity Designs (RDDs) are becoming increasingly popular as tools for causal inference. However, conducting state-of-the-art analyses often involves tedious and time-consuming steps. This package offers comprehensive functionalities for executing all required spatial and econometric tasks in a streamlined manner. Moreover, it equips researchers with tools for performing essential placebo and balancing checks comprehensively. The fact that researchers do not have to rely on 'APIs' of external 'GIS' software ensures replicability and raises the standard for spatial RDDs.
Authors:
SpatialRDD_0.1.0.9000.tar.gz
SpatialRDD_0.1.0.9000.zip(r-4.5)SpatialRDD_0.1.0.9000.zip(r-4.4)SpatialRDD_0.1.0.9000.zip(r-4.3)
SpatialRDD_0.1.0.9000.tgz(r-4.4-any)SpatialRDD_0.1.0.9000.tgz(r-4.3-any)
SpatialRDD_0.1.0.9000.tar.gz(r-4.5-noble)SpatialRDD_0.1.0.9000.tar.gz(r-4.4-noble)
SpatialRDD_0.1.0.9000.tgz(r-4.4-emscripten)SpatialRDD_0.1.0.9000.tgz(r-4.3-emscripten)
SpatialRDD.pdf |SpatialRDD.html✨
SpatialRDD/json (API)
| # Install 'SpatialRDD' in R: |
| install.packages('SpatialRDD', repos = c('https://axlehner.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/axlehner/spatialrdd/issues
- cut_off - Dataset with boundaries and polygons for the SpatialRDD vignette.
- polygon_full - Dataset with boundaries and polygons for the SpatialRDD vignette.
- polygon_treated - Dataset with boundaries and polygons for the SpatialRDD vignette.
Last updated 6 months agofrom:7141c9ea2e. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 17 2024 |
| R-4.5-win | NOTE | Sep 17 2024 |
| R-4.5-linux | NOTE | Sep 17 2024 |
| R-4.4-win | NOTE | Sep 17 2024 |
| R-4.4-mac | NOTE | Sep 17 2024 |
| R-4.3-win | NOTE | Sep 17 2024 |
| R-4.3-mac | NOTE | Sep 17 2024 |
Exports:%>%assign_treatedborder_segmentcreate_placeboscutoff2polygondiscretise_borderplotspatialrdpoints2lineprintspatialrdrandinfshift_borderspatialrd
Dependencies:backportsbroomclassclassIntclicolorspacecowplotcpp11DBIdeldirdplyre1071fansifarvergenericsggplot2gluegtableisobandKernSmoothlabelinglatticelifecyclelmtestlwgeommagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpolyclipproxypurrrR6RColorBrewerRcpprdrobustrlangs2sandwichscalessfspatstat.dataspatstat.geomspatstat.randomspatstat.univarspatstat.utilsstringistringrtibbletidyrtidyselectunitsutf8vctrsviridisLitewithrwkzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Let the package know which observations were treated | assign_treated |
| Border Segment Creation for FE-estimation | border_segment |
| Multiple placebocheks unified in just one list or coefplot | create_placebos |
| Dataset with boundaries and polygons for the SpatialRDD vignette. | cut_off |
| Create (treated) polygon from line | cutoff2polygon |
| Split the RD cut-off into borderpoints | discretise_border |
| Plot SpatialRD output | plotspatialrd |
| Convert borderpoints to a line | points2line |
| Dataset with boundaries and polygons for the SpatialRDD vignette. | polygon_full |
| Dataset with boundaries and polygons for the SpatialRDD vignette. | polygon_treated |
| Print spatialrd output | printspatialrd |
| Randomization Inference | randinf |
| Shift, shrink/grow, and rotate borders around | shift_border |
| non-parametric Spatial RD / GRD | spatialrd |
