Function reference • rddapp

Package and web application

rddapp-package rddapp: Regression Discontinuity Design Application

shiny_run(): Launch the R Shiny App for "rddapp"

Estimation

Functions to estimate treatment effects for RDDs

rd_est(): Regression Discontinuity Estimation

summary(<rd>): Summarize the Regression Discontinuity

plot(<rd>): Plot the Regression Discontinuity

predict(<rd>): Predict the Regression Discontinuity

print(<rd>): Print the Regression Discontinuity

rd_impute(): Multiple Imputation of Regression Discontinuity Estimation

mrd_est(): Multivariate Regression Discontinuity Estimation

summary(<mrd>): Summarize the Multivariate Regression Discontinuity

mfrd_est(): Multivariate Frontier Regression Discontinuity Estimation

summary(<mfrd>): Summarize the Multivariate Frontier Regression Discontinuity

print(<mfrd>): Print the Multivariate Frontier Regression Discontinuity

plot(<mfrd>): Plot the Multivariate Frontier Regression Discontinuity

mrd_impute(): Multiple Imputation of Multivariate Regression Discontinuity Estimation

summary(<mrdi>): Summarize the Multiple Imputation of Multivariate Regression Discontinuity

Power analysis

Functions to estimate power for RDDs

rd_power(): Power Analysis of Regression Discontinuity

summary(<rdp>): Summarize the Power Analysis of Regression Discontinuity

mrd_power(): Power Analysis of Multivariate Regression Discontinuity

summary(<mrdp>): Summarize the Power Analysis of Regression Discontinuity

Assumption checks

Functions for assumption and sensitivity checks

dc_test(): McCrary Sorting Test

rd_sens_bw(): Bandwidth Sensitivity Simulation for Regression Discontinuity

rd_sens_cutoff(): Cutoff Sensitivity Simulation for Regression Discontinuity

mrd_sens_bw(): Bandwidth Sensitivity Simulation for Multivariate Regression Discontinuity

mrd_sens_cutoff(): Cutoff Sensitivity Simulation for Multivariate Regression Discontinuity

sens_plot(): Plot the Simulated Estimates for Sensitivity Analyses

Data

Example data sets

CARE: Carolina Abecedarian Project and the Carolina Approach to Responsive Education (CARE), 1972-1992

Internals

Internal functions and helpers

attr_check(): Attrition Checks

bw_ik09(): Imbens-Kalyanaraman 2009 Optimal Bandwidth Calculation

bw_ik12(): Imbens-Kalyanaraman 2012 Optimal Bandwidth Calculation

rd_type(): Determine Type of Regression Discontinuity Design

treat_assign(): Treatment Assignment for Regression Discontinuity

var_center(): Assignment Centering for Multivariate Frontier Regression Discontinuity

wt_kern(): Kernel Weight Calculation

wt_kern_bivariate(): Bivariate Kernel Weight Calculation