# A unit test for ggplot support if (require(testthat)) { test_that("tests for autoplot/gg functions", { library(ggplot2) lungDeaths <- cbind(mdeaths, fdeaths) ggAcf(wineind) autoplot(Acf(wineind)) expect_identical(ggAcf(wineind, plot = FALSE)$acf, acf(wineind, plot = FALSE, lag.max = 24)$acf) ggPacf(wineind) autoplot(Pacf(wineind)) expect_identical(ggPacf(wineind, plot = FALSE)$acf, acf(wineind, plot = FALSE, type = "partial", lag.max = 24)$acf) ggCcf(mdeaths, fdeaths) autoplot(Ccf(mdeaths, fdeaths)) expect_identical(ggCcf(mdeaths, fdeaths, plot = FALSE)$acf, ccf(mdeaths, fdeaths, plot = FALSE, type = "correlation", lag.max = 24)$acf) arimafit <- Arima(USAccDeaths, order = c(1, 1, 1), seasonal = c(1, 1, 1)) autoplot(arimafit) autoplot(arimafit, type = "ma") autoplot(arimafit, type = "ar") arfit <- ar(USAccDeaths) autoplot(arfit) decomposefit <- decompose(USAccDeaths) autoplot(decomposefit) etsfit <- ets(USAccDeaths, model = "ANA") autoplot(etsfit) structfit <- StructTS(USAccDeaths) autoplot(structfit) stlfit <- stl(USAccDeaths, s.window = "periodic") autoplot(stlfit) # seasfit <- seasonal::seas(USAccDeaths) # autoplot(seasfit) etsfcast <- forecast(etsfit) autoplot(etsfcast) autoplot(etsfcast, PI = FALSE) lmfit <- lm(mpg ~ disp, data = mtcars) lmfcast <- forecast(lmfit, newdata = data.frame(disp = 214)) autoplot(lmfcast) mfcast <- forecast(lungDeaths) autoplot(mfcast) ggtsdisplay(USAccDeaths, plot.type = "spectrum") ggtsdisplay(USAccDeaths, plot.type = "partial") ggtsdisplay(USAccDeaths, plot.type = "histogram") ggtsdisplay(USAccDeaths, plot.type = "scatter", theme = ggplot2::theme_bw()) gglagplot(woolyrnq, lags = 2) gglagplot(lungDeaths, lags = 2) gglagplot(WWWusage, do.lines = FALSE, colour = FALSE, labels = TRUE) gglagchull(woolyrnq, lags = 4) ggmonthplot(woolyrnq) ggseasonplot(woolyrnq, year.labels = TRUE, year.labels.left = TRUE) ggseasonplot(USAccDeaths, polar = TRUE, col = 1:5, continuous = TRUE) splinefit <- splinef(airmiles, h = 5) autoplot(splinefit) autoplot(USAccDeaths) autoplot(lungDeaths) autoplot(lungDeaths, facets = TRUE) autoplot(USAccDeaths) + geom_forecast() autoplot(USAccDeaths) + autolayer(etsfcast, series = "ETS") autoplot(lungDeaths) + geom_forecast() autoplot(lungDeaths) + autolayer(mfcast, series = c("mdeaths", "fdeaths")) autoplot(lungDeaths) + autolayer(mfcast) autoplot(lungDeaths) + autolayer(mfcast, series = TRUE) autoplot(lungDeaths, facets = TRUE) + geom_forecast() gghistogram(USAccDeaths, add.kde = TRUE) }) }