Description Usage Arguments Examples

Winsorize a numeric vector

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 |

`x` |
A vector of values |

`probs` |
A vector of probabilities that can be used instead of cutpoints. Quantiles are computed as the inverse of the empirical distribution function (type = 1) |

`cutpoints` |
Cutpoints under and above which are defined outliers. Default is (median - five times interquartile range, median + five times interquartile range). Compared to bottom and top percentile, this takes into account the whole distribution of the vector. |

`replace` |
Values by which outliers are replaced. Default to cutpoints. A frequent alternative is NA. |

`verbose` |
Boolean. Should the percentage of replaced values printed? |

1 2 3 4 5 6 |

```
0.00 % observations replaced at the bottom
20.00 % observations replaced at the top
[1] 1 2 3 4 13
0.00 % observations replaced at the bottom
20.00 % observations replaced at the top
[1] 1 2 3 4 NA
0.00 % observations replaced at the bottom
0.00 % observations replaced at the top
[1] 1 2 3 4 99
0.00 % observations replaced at the bottom
20.00 % observations replaced at the top
[1] 1 2 3 4 50
```

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.