R/document_data.R

In ebci: Robust Empirical Bayes Confidence Intervals

#' Neighborhood effects data from Chetty and Hendren (2018)
#'
#' This dataset contains a subset of the publicly available data from Chetty and
#' Hendren (2018). It contains raw estimates and standard errors of neighborhood
#' effects at the commuting zone level
#' @format A data frame with 741 rows corresponding to commuting zones (CZ) and
#'     10 columns corresponding to the variables:
#'
#' \describe{
#'
#' \item{cz}{Commuting zone ID}
#'
#' \item{czname}{Name of CZ}
#'
#' \item{state}{2-digit state code}
#'
#' \item{pop}{Population according to the year 2000 Census}
#'
#' \item{theta25}{Fixed-effect estimate of the causal effect of living in the CZ
#' for one year on children's percentile rank in the national distribution of
#' household earnings at age 26 relative to others in the same birth cohort for
#' children growing up with parents at the 25th percentile of national income
#' distribution}
#'
#' \item{theta75}{Fixed-effect estimate of the causal effect of living in the CZ
#' for one year on children's percentile rank in the national distribution of
#' household earnings at age 26 relative to others in the same birth cohort for
#' children growing up with parents at the 75th percentile of national income
#' distribution}
#'
#' \item{se25}{Standard error of \code{theta25}}
#'
#' \item{se75}{Standard error of \code{theta75}}
#'
#' \item{stayer25}{Average percentile rank in the national distribution of
#' household earnings at age 26 relative to others in the same birth cohort for
#' stayers (children who grew up in the CZ and did not move) with parents at the
#' 25th percentile of national income distribution.}
#'
#' \item{stayer75}{Average percentile rank in the national distribution of
#' household earnings at age 26 relative to others in the same birth cohort for
#' stayers (children who grew up in the CZ and did not move) with parents at the
#' 75th percentile of national income distribution.}
#'
#' }
#' @source \url{https://opportunityinsights.org/data/?paper_id=599}

#' @references{
#'
#' \cite{Chetty, R., & Hendren, N. (2018). The Impacts of Neighborhoods on
#' Intergenerational Mobility II: County-Level Estimates. The Quarterly Journal
#' of Economics, 133(3), 1163–1228. \doi{10.1093/qje/qjy006}}
#'
#' }
"cz"