R/ExperimentData.R

In itamarcaspi/experimentdatar: Datasets used in the "Machine Learning and Econometrics" course

#' charitable data
#'
#' Data used for the paper "Does Price matter in charitable giving? Evidence
#' from a large-Scale Natural Field experiment" by Karlan and  List (2007).
#'
#'
#' @format A tibble with variables:
#' \describe{
#' \item{TBA}{TBA}
#' }
#'
#' @source \url{https://github.com/gsbDBI/ExperimentData/tree/master/Charitable}
#'
"charitable"

#' mobilization data
#'
#' Data used for the paper "Comparing Experimental and Matching Methods Using a
#' Large-Scale Voter Mobilization Experiment" Arceneaux, Gerber and Green (2006).
#'
#'
#' @format A tibble with variables:
#' \describe{
#' \item{TBA}{TBA}
#' }
#'
#' @source \url{https://github.com/gsbDBI/ExperimentData/Mobilization}
#'
"mobilization"


#' secrecy data
#'
#' Data used for the paper "Ballot Secrecy Concerns and Voter Mobilization: New
#' Experimental Evidence about Message Source, Context, and the Duration of
#' Mobilization Effects" by Gerber, Hubers, Biggers, and Hendry (2014).
#'
#'
#' @format A tibble with variables:
#' \describe{
#' \item{TBA}{TBA}
#' }
#'
#' @source \url{https://github.com/gsbDBI/ExperimentData/tree/master/Secrecy}
#'
"secrecy"


#' social data
#'
#' Data used for the paper "Social Pressure and Voter Turnout: Evidence from a
#' Large-Scale Field Experiment" by Gerber, Green, and Larimer (2008).
#'
#'
#' @format A tibble with variables:
#' \describe{
#' \item{outcome_voted}{Response variable: Indicator variable where =1 indicates voted in the August 2006 primary}
#' \item{treat_neighbors}{Treatment: Indicator variable where =1 indicates Neighbors mailing treatment Covariates}
#' \item{sex}{Indicator variable where =1 indicates male}
#' \item{yob}{Year of birth}
#' \item{g2000}{Indicator variable where =1 indicates voted in the 2000 general}
#' \item{g2002}{Indicator variable where =1 indicates voted in the 2002 general}
#' \item{p2000}{Indicator variable where =1 indicates voted in the 2000 primary}
#' \item{p2002}{Indicator variable where =1 indicates voted in the 2002 primary}
#' \item{p2004}{Indicator variable where =1 indicates voted in the 2004 primary}
#' \item{city}{City index}
#' \item{hh_size}{Household size}
#' \item{totalpopulation_estimate}{Estimate of city population}
#' \item{percent_male}{Percentage males in household}
#' \item{median_age}{Median age in household}
#' \item{median_income}{Median income in household}
#' \item{percent_62yearsandover}{Percentage of subjects of age higher than 62 yo}
#' \item{percent_white}{Percentage white in household}
#' \item{percent_black}{Percentage black in household}
#' \item{percent_asian}{Percentage asian in household}
#' \item{percent_hispanicorlatino}{Percentage hispanic or latino in household}
#' \item{employ_20to64}{Percentage of employed subjects of age 20 to 64 yo}
#' \item{highschool}{Percentage having only high school degree}
#' \item{bach_orhigher}{Percentage having bachelor degree or higher}
#' }
#'
#' @source \url{https://github.com/gsbDBI/ExperimentData/tree/master/Social}
#'
"social"


#' welfare data
#'
#' Data used for the paper "Modeling heterogeneous treatment effects in survey
#' experiments with Bayesian Additive Regression Trees" by Green, and Kern (2012).
#'
#'
#' @format A tibble with variables:
#' \describe{
#' \item{TBA}{TBA}
#' }
#'
#' @source \url{https://github.com/gsbDBI/ExperimentData/tree/master/Welfare}
#'
"welfare"


#' IV data
#'
#' Data used for the paper "Does Compulsory School Attendance Affect Schooling
#' and Earnings?" by Angrist and Kruger (1991) and related papers.
#'
#'
#' @format A tibble with variables:
#' \describe{
#' \item{TBA}{TBA}
#' }
#'
#' @source \url{https://github.com/gsbDBI/ExperimentData/tree/master/IV\%20Datasets}
#'
"IVdataset"


#' school vouchers data
#'
#' Data used for the paper "Vouchers for Private Schooling in Colombia: Evidence
#' from a Randomized Natural Experiment" Angrist, Bettinger, Bloom, King, and
#' Kremer (2002).
#'
#'
#' @format A tibble with variables:
#' \describe{
#' \item{TBA}{TBA}
#' }
#'
#' @source \url{https://github.com/gsbDBI/ExperimentData/tree/master/School\%20Vouchers}
#'
"vouchers"