Winsorize a numeric vector

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`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? |

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