#' Summary function
#'
#' @param object object with "local_random_test" class
#' @param \dots additional arguments affecting the summary produced.
#'
#' @method summary local_random_test
#' @export
#'
summary.local_random_test <- function(object, ...) {
rdinfo <- object$RD.info
bwinfo <- object$bandwidth
res <- object$estimate
show <- paste0(
"Local ATE by Local Random Approach\n\n",
"RD Design Information\n",
"Running variable: ", rdinfo$running.variable, "\n"
)
if (object$RD.info$assignment == "greater") {
show <- paste0(
show,
"Assignment rule: 1[x >=", rdinfo$cutoff, "]\n\n"
)
} else {
show <- paste0(
show,
"Assignment rule: 1[x <=", rdinfo$cutoff, "]\n\n"
)
}
show <- paste0(
show,
"Test information \n"
)
if (object$bandwidth$global) {
show <- paste0(
show,
"Use all observation: ", bwinfo$global, "\n"
)
} else {
show <- paste0(
show,
"Use all observation: ", bwinfo$global, "\n",
"Bandiwdth: [", bwinfo$bw[1] + rdinfo$cutoff, ",",
bwinfo$bw[2] + rdinfo$cutoff, "]\n"
)
}
show <- paste0(
show,
"Method of statistical test: ", res[[1]]$local.ate$method,
"\n\n"
)
for (i in seq_len(length(res))) {
show <- paste0(
show,
"Outcome variables: ", res[[i]]$outcome, "\n",
"---------------------------------------------------------------\n",
" Treated Control Local ATE \n",
"N Mean S.E. N Mean S.E. Estimate P-value\n",
"---------------------------------------------------------------\n",
res[[i]]$observe$treat$N, " ",
sprintf("%1.2f", res[[i]]$observe$treat$mean), " ",
sprintf("%1.2f", res[[i]]$observe$treat$se), " ",
res[[i]]$observe$control$N, " ",
sprintf("%1.2f", res[[i]]$observe$control$mean), " ",
sprintf("%1.2f", res[[i]]$observe$control$se), " ",
sprintf("%1.2f", res[[i]]$local.ate$estimate), " ",
sprintf("%1.2f", res[[i]]$local.ate$p.value), "\n",
"---------------------------------------------------------------\n\n"
)
}
cat(show)
}
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