##' @export
print.powerscaling_details <- function(x, ...) {
pareto_k <- x$diagnostics$khat
pareto_k_threshold <- x$diagnostics$khat_threshold
pareto_kf <- x$diagnostics$khatf
pareto_k_print <- c()
pareto_k_print <- paste("pareto-k:", round(pareto_k, digits = 2), "\n")
if (!is.null(pareto_kf)) {
pareto_k_print <- c(
"moment-matched\n",
pareto_k_print,
paste("pareto-kf",
round(pareto_kf, digits = 3),
"\n")
)
}
cat(
"\npower-scaling\n",
paste("alpha:", x$alpha, "\n"),
paste("scaled component:", x$component, "\n"),
pareto_k_print,
paste("pareto-k threshold:", round(pareto_k_threshold, 2), "\n"),
paste("resampled:", x$resampled, "\n"),
paste("transform:", x$transform_details$transform, "\n")
)
invisible(x)
}
##' @export
print.powerscaled_draws <- function(x, ...) {
NextMethod(...)
print(attr(x, "powerscaling"), ...)
invisible(x)
}
##' @export
print.powerscaled_draws_summary <- function(x, ...) {
NextMethod()
print(get_powerscaling_details(x))
invisible(x)
}
##' @export
print.powerscaled_sequence <- function(x, ...) {
component <- c()
if (!is.null(x$prior_scaled)) {
component <- c("prior", component)
}
if (!is.null(x$likelihood_scaled)) {
component <- c("likelihood", component)
}
cat("base draws:\n")
print(x$base_draws, ...)
cat(
"\npower-scaling\n",
paste0("alpha range: [", min(x$alphas), ", ", max(x$alphas), "]\n"),
paste("length of sequence:", length(x$alphas), "\n"),
paste("scaled component:", component, "\n"),
paste("transform:", x$transform$transform, "\n")
)
invisible(x)
}
##' @export
print.powerscaled_sensitivity_summary <- function(x, ..., num_args = NULL) {
num_args <- num_args %||% attr(x, "num_args")
for (i in seq_cols(x)) {
if (is.numeric(x[[i]])) {
x[[i]] <- do.call(tibble::set_num_opts, c(list(x[[i]]), num_args))
}
}
cat(paste0("Sensitivity based on ", attr(x, "div_measure"), ":\n"))
NextMethod()
if (!is.null(attr(x, "loadings"))) {
cat("Factor loadings:\n")
print(round(attr(x, "loadings"), 2))
}
invisible(x)
}
##' @export
print.whitened_draws <- function(x, ...) {
NextMethod()
cat("Factor loadings:\n")
print(attr(x, "loadings"), ...)
invisible(x)
}
##' @export
print.whitened_draws_summary <- function(x, ...) {
NextMethod()
cat("Factor loadings:\n")
print(attr(x, "loadings"), ...)
invisible(x)
}
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