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#' Print Method for MLE Fit Objects
#'
#' @param x Object of class \code{mle_fit}.
#' @param ... Unused additional parameters.
#'
#' @return No return value, called for side effects.
#' @export
print.mle_fit <- function(x, ...) {
cat("--- Maximum Likelihood Estimation Results ---\n")
cat("Method: ", x$method, "\n")
cat("Log-Likelihood: ", round(x$loglik, 4), "\n")
cat("AIC: ", round(x$aic, 4), " | BIC: ", round(x$bic, 4), "\n\n")
cat("Coefficients:\n")
print(round(x$coefficients, 4))
invisible(x)
}
#' Summary Method for MLE Fit Objects
#'
#' @param object Object of class \code{mle_fit}.
#' @param ... Unused additional parameters.
#'
#' @return A matrix summary of parameter estimates, standard errors, z-values, and p-values.
#' @export
summary.mle_fit <- function(object, ...) {
coef_mat <- cbind(
Estimate = object$coefficients,
`Std. Error` = object$se,
`z value` = object$z_values,
`Pr(>|z|)` = object$p_values
)
cat("--- MLE Summary ---\n")
cat("Optimization Method: ", object$method, "\n")
print(round(coef_mat, 5))
invisible(coef_mat)
}
#' Print Method for Bayesian Fit Objects
#'
#' @param x Object of class \code{bayes_fit}.
#' @param ... Unused parameters.
#'
#' @return No return value, called for side effects.
#' @export
print.bayes_fit <- function(x, ...) {
cat("--- Bayesian Estimation Results ---\n")
cat("Method: ", x$method, "\n")
cat("Posterior Means:\n")
print(round(x$post_means, 4))
invisible(x)
}
#' Summary Method for Bayesian Fit Objects
#'
#' @param object Object of class \code{bayes_fit}.
#' @param ... Unused parameters.
#'
#' @return Summary table with posterior estimates and credible intervals.
#' @export
summary.bayes_fit <- function(object, ...) {
if (!is.null(object$ci_lower)) {
tab <- cbind(
`Post Mean` = object$post_means,
`2.5%` = object$ci_lower,
`97.5%` = object$ci_upper
)
} else {
tab <- cbind(`Post Mean` = object$post_means, `SE` = object$se)
}
cat("--- Bayesian Estimation Summary ---\n")
cat("Method: ", object$method, "\n")
print(round(tab, 5))
invisible(tab)
}
#' Print Method for Sampling Plan Objects
#'
#' @param x Object of class \code{sampling_plan}.
#' @param ... Unused parameters.
#'
#' @return No return value, called for side effects.
#' @export
print.sampling_plan <- function(x, ...) {
cat("--- Reliability Acceptance Sampling Plan ---\n")
cat("Distribution: ", x$distribution, "\n")
cat("Critical Value (c): ", round(x$critical_value, 4), "\n")
if (!is.null(x$oc_AQL)) {
cat("OC at AQL: ", round(x$oc_AQL, 4), " | OC at RQL: ", round(x$oc_RQL, 4), "\n")
}
invisible(x)
}
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