Package index • rdss

Package

rdss-package rdss: rdss package

Replication tools

get_rdss_file(): Download a replication file from the dataverse archive for Research Design in the Social Sciences: Declaration, Diagnosis, and Redesign

Tidy helpers

These functions declare research design steps

causal_forest_handler(): Tidy helper function for causal_forest function

rma_helper(): Helper function for rma function in metafor package

rdrobust_helper(): Helper function for using rdrobust as a model in declare_estimator

post_stratification_helper(): Post stratification estimator helper

did_multiplegt_tidy(): Tidy helper function for did_multiplegt

estimator_AS_tidy(): Tidy helper function for estimator_AS function

process_tracing_estimator(): Process tracing estimator

rma_mu_tau(): Extract mu and tau parameters from rma model fit

Helpers

best_predictor(): Best predictor function from causal_forest

conjoint_assignment(): Conjoint experiment assignment handler: conducts complete random assignment of all attribute levels

conjoint_inquiries(): Conjoint experiment inquiries handler

conjoint_measurement(): Conjoint experiment assignment handler: conducts complete random assignment of all attribute levels

get_exposure_AS(): Helper function to obtain the observed exposure for the Aronow and Samii estimator

lag_by_group(): Generate lags in grouped data

Tidiers

These functions declare research design steps

tidy(<amce>): Tidy estimates from the amce estimator

tidy(<rdrobust>): Tidy helper function for rdrobust function

Data

These functions operate on declared designs

bonilla_tillery: Replication data for Bonilla and Tillery (2020), American Political Science Review (obtained from Dataverse 10.7910/DVN/IUZDQI)

clingingsmith_etal: Replication data for David Clingingsmith, Asim Ijaz Khwaja, Michael Kremer (2020): Estimating the Impact of The Hajj: Religion and Tolerance in Islam's Global Gathering. The Quarterly Journal of Economics, Volume 124, Issue 3, August 2009, Pages 1133-1170

fairfax: Shapefile of Fairfax County, Virginia, voting precincts

foos_etal: Replication data for Foos, John, Muller, and Cunningham (2021), Journal of Politics (derived from from Dataverse 10.7910/DVN/NDPXND)

la_voter_file: Voter file sample for Los Angeles County

lapop_brazil: Data used in student exercises for RDSS based on LAPOP survey of Brazil in 2018

Utilities

These functions operate on declared designs

add_parens(): Add parentheses around standard error estimates

format_num(): Round and pad a number to a specific decimal place

make_interval_entry(): Format confidence intervals for nice printing

make_se_entry(): Format estimates and standard errors for nice printing

theme_dd(): ggplot Theme used in the book "Research Design: Declare, Diagnose, Redesign" (Blair, Coppock, Humphreys)

dd_palette(): Access color palette used in the book "Research Design: Declare, Diagnose, Redesign" (Blair, Coppock, Humphreys)

hex_add_alpha(): Add alpha transparency to a color defined in hexadecimal

tidy_stan(): Tidy results from a stanreg regresion and exponentiate the estimated coefficient