Description Usage Arguments Value Examples

Simulate data for illustrate the performance of prediction intervals for random forests

1 2 3 | ```
sim_data(n = 500, p = 10, rho = 0.6, predictor_dist = "correlated",
mean_function = "nonlinear-interaction",
error_dist = "homoscedastic")
``` |

`n` |
Sample size |

`p` |
Number of features |

`rho` |
Correlation between predictors |

`predictor_dist` |
Distribution of predictor: "uncorrelated", and "correlated" |

`mean_function` |
Mean function: "linear", "nonlinear", and "nonlinear-interaction" |

`error_dist` |
Distribution of error: "homoscedastic", "heteroscedastic", and "heavy-tailed" |

a data.frame of simulated data

1 2 |

Embedding an R snippet on your website

Add the following code to your website.

For more information on customizing the embed code, read Embedding Snippets.