---
title: "Any model + GARCH(1, 1)"
output: rmarkdown::html_vignette
vignette: >
  %\VignetteIndexEntry{Any model + GARCH(1, 1)}
  %\VignetteEngine{knitr::rmarkdown}
  %\VignetteEncoding{UTF-8}
---

```{r, fig.width=7}
(res <- ahead::agnosticgarchf(fpp2::goog200,
                           FUN=forecast::auto.arima, h=20))
ggplot2::autoplot(res)
(res <- ahead::agnosticgarchf(fpp2::goog200,
                           FUN=forecast::thetaf, h=20))
ggplot2::autoplot(res)
(res <- ahead::agnosticgarchf(fpp2::goog200,
                           FUN=ahead::ridge2f, h=20))
ggplot2::autoplot(res)
(res <- ahead::agnosticgarchf(fpp2::goog200,
                           FUN=ahead::loessf, h=20))
ggplot2::autoplot(res)
```

```{r, fig.width=7}
res <- ahead::agnosticgarchf(fpp2::goog200, FUN=ahead::dynrmf, h=20, 
                             fit_func=e1071::svm)
ggplot2::autoplot(res)
res <- ahead::agnosticgarchf(fpp2::goog200, FUN=ahead::dynrmf, h=20, 
                             fit_func=randomForest::randomForest)
ggplot2::autoplot(res)
```

```{r, fig.width=7}
res <- ahead::agnosticgarchf(fpp2::goog200, FUN=ahead::eatf, h=20)
ggplot2::autoplot(res)
res <- ahead::agnosticgarchf(fpp2::goog200, FUN=ahead::glmthetaf, h=20)
ggplot2::autoplot(res)
```