percentile
percentile(x, probs, sorted=False)Percentiles of a sample.
Mirrors the C# Statistics.Percentile: zero-based linear interpolation (R quantile() Type 7).
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
| x | array_like | required | |
| probs | array_like | Probabilities in [0, 1]. |
required |
| sorted | bool | Set True when x is already sorted ascending, to skip re-sorting it. |
False |
Returns
| Name | Type | Description |
|---|---|---|
| numpy.ndarray | One percentile per entry of probs. |
Examples
>>> from corehydropy import percentile
>>> percentile([1, 2, 3, 4, 5], probs=[0.25, 0.5, 0.75])
array([2., 3., 4.])