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:Alexander Lehner [aut, cre]

SpatialRDD_0.1.0.9000.tar.gz
SpatialRDD_0.1.0.9000.zip(r-4.7-any)SpatialRDD_0.1.0.9000.zip(r-4.6-any)SpatialRDD_0.1.0.9000.zip(r-4.5-any)
SpatialRDD_0.1.0.9000.tgz(r-4.6-any)SpatialRDD_0.1.0.9000.tgz(r-4.5-any)
SpatialRDD_0.1.0.9000.tar.gz(r-4.7-any)SpatialRDD_0.1.0.9000.tar.gz(r-4.6-any)
SpatialRDD_0.1.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
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

Pkgdown/docs site:https://axlehner.github.io

Datasets:
  • 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.

On CRAN:

Conda:

5.96 score 41 stars 22 scripts 342 downloads 12 exports 61 dependencies

Last updated from:7141c9ea2e. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK145
source / vignettesOK256
linux-releaseOK166
macos-releaseOK214
macos-oldrelOK205
windows-develOK107
windows-releaseOK104
windows-oldrelOK109
wasm-releaseOK148

Exports:%>%assign_treatedborder_segmentcreate_placeboscutoff2polygondiscretise_borderplotspatialrdpoints2lineprintspatialrdrandinfshift_borderspatialrd

Dependencies:abindbackportsbroomclassclassIntclicowplotcpp11DBIdeldirdplyre1071farvergenericsggplot2gluegtableisobandKernSmoothlabelinglatticelifecyclelmtestlwgeommagrittrMASSMatrixpillarpkgconfigpolyclipproxypurrrR6RColorBrewerRcpprdrobustrlangs2S7sandwichscalessfspatstat.dataspatstat.geomspatstat.randomspatstat.sparsespatstat.univarspatstat.utilsstringistringrtensortibbletidyrtidyselectunitsutf8vctrsviridisLitewithrwkzoo

SpatialRDD: get started
Some words of caution | Setup and Propaedeutics | Inspecting the Study Area & simulating Data | Assign Treatment | Distance to Cutoff | Carrying out Spatial RDD estimation | Unidimensional Specifications | Adding Boundary Segment Fixed Effects | Specification With Two-Dimensional Score | Robustness | Placebo Borders | Robustness With Two-Dimensional Score | Robustness With Uni-Dimensional Specification | References
Rendered fromspatialrdd_vignette.Rmdusingknitr::knitr

Last update: 2024-03-21
Started: 2019-05-21

Shifting Borders, Creating Polygons from Lines
More on placebo bordering | Rotate | Scale | Shift | Full fledged "placebo bordering"
Rendered fromshifting_borders.Rmdusingknitr::knitr

Last update: 2023-07-30
Started: 2022-03-07