R/geom_arima.R

Defines functions geom_arima

Documented in geom_arima

StatArima <- ggproto("StatArima", Stat, 
                     required_aes = c("x", "y"),
                     default_aes = aes(x = x, y = y, label = stat(arima_model)),
                     compute_group = function(data, scales,
                                              method = c("x13", "tramoseats"), 
                                              spec = NULL,
                                              frequency = NULL,
                                              message = TRUE,
                                              x_arima = NULL, y_arima = NULL,
                                              new_data = TRUE) {
                         result <- seasonal_adjustment(data = data,
                                                       method = method,
                                                       spec = spec,
                                                       frequency = frequency,
                                                       message = message,
                                                       new_data = new_data)
                         data <- result[["data"]]
                         sa <- result[["sa"]]
                         arima_model <- RJDemetra::get_indicators(sa,
                                                                  sprintf("preprocessing.arima.%s",
                                                                          c("p","d","q","bp","bd","bq")))
                         
                         arima_model <- paste0("ARIMA(",arima_model[[1]], ",",
                                               arima_model[[2]], ",",
                                               arima_model[[3]], ")(",
                                               arima_model[[4]], ",",
                                               arima_model[[5]], ",",
                                               arima_model[[6]], ")")
                         data <- data[1, ]
                         if (!is.null(x_arima))
                             data$x <- x_arima
                         if (!is.null(y_arima))
                             data$y <- y_arima
                         data$arima_model <- arima_model
                         data
                     }
)
#' ARIMA model
#' 
#' Function to add directly to the plot the ARIMA model used in the pre-adjustment process of the seasonal adjustment.
#' 
#' @inheritParams geom_sa
#' @param geom character. The geometric to use to display the data: 
#'    `GeomText` (`geom = "text"`, the default, see [geom_text()][ggplot2::geom_text]) or 
#'    `GeomLabel` (`geom = "label"`, see [geom_label()][ggplot2::geom_label]).

#' @param x_arima,y_arima position of the text of the ARIMA model. By default, the first position of the `data` is used.
#' 
#' @details 
#' With the parameter `geom = "text"`, the ARIMA model used in the pre-adjustment process of the seasonal adjustment are directly added to the plot. With `geom = "label"` a rectangle is drawn behind the ARIMA model, making it easier to read.
#'
#' @examples 
#' p_sa_ipi_fr <- ggplot(data = ipi_c_eu_df, mapping = aes(x = date, y = FR)) +
#'     geom_line() +
#'     labs(title = "Seasonal adjustment of the French industrial production index",
#'          x = "time", y = NULL) +
#'     geom_sa(color = "red", message = FALSE)
#'          
#' # To add the ARIMA model
#' p_sa_ipi_fr + 
#'     geom_arima(geom = "label",
#'                x_arima = - Inf, y_arima = -Inf, 
#'                vjust = -1, hjust = -0.1,
#'                message = FALSE)          
#' @importFrom ggplot2 GeomText GeomLabel
#' @importFrom ggrepel GeomTextRepel GeomLabelRepel
#' @export
geom_arima <- function(mapping = NULL, data = NULL, stat = "arima",
                       geom = c("text", "label"),
                       position = "identity", ...,
                       method = c("x13", "tramoseats"), 
                       spec = NULL,
                       frequency = NULL,
                       message = TRUE,
                       x_arima = NULL, y_arima = NULL,
                       show.legend = NA, 
                       inherit.aes = TRUE
) {
    geom <- match.arg(geom)
    if (geom == "text") {
        geom <- GeomText
    } else {
        geom <- GeomLabel
    }
    ggplot2::layer(data = data, mapping = mapping, stat = stat, geom = geom, 
                   position = position, show.legend = show.legend, inherit.aes = inherit.aes, 
                   params = list(method = method, spec = spec, 
                                 frequency = frequency, message = message,
                                 x_arima = x_arima, y_arima = y_arima,
                                 new_data = !missing(data) || !is.null(data),
                                 ...))
}
AQLT/ggdemetra documentation built on Oct. 24, 2021, 6:33 a.m.