Skip to content
Snippets Groups Projects
Commit 7fe796ab authored by Bert Palm's avatar Bert Palm 🎇
Browse files

Update SpikeDetection.md

parent 3def870a
No related branches found
No related tags found
1 merge request!14WIP: Expose the function parameter 'field' to the config
Pipeline #2548 passed with stage
in 7 minutes and 15 seconds
......@@ -13,7 +13,7 @@ A collection of quality check routines to find spikes.
## spikes_basic
```
spikes_basic(thresh, tolerance, window_size)
spikes_basic(thresh, tolerance, window)
```
| parameter | data type | default value | description |
......@@ -47,12 +47,12 @@ outliers, but also plateau-ish value courses.
## spikes_simpleMad
```
spikes_simpleMad(window="1h", z=3.5)
spikes_simpleMad(window, z=3.5)
```
| parameter | data type | default value | description |
|-----------|-----------------------------------------------------------------------|---------------|----------------------------------------------------------------------|
| window | integer/[offset string](docs/ParameterDescriptions.md#offset-strings) | `"1h"` | size of the sliding window, where the modified Z-score is applied on |
| window | integer/[offset string](docs/ParameterDescriptions.md#offset-strings) | | size of the sliding window, where the modified Z-score is applied on |
| z | float | `3.5` | z-parameter of the modified Z-score |
This functions flags outliers using the simple median absolute deviation test.
......@@ -78,13 +78,13 @@ References:
## spikes_slidingZscore
```
spikes_slidingZscore(window="1h", offset="1h", count=1, polydeg=1, z=3.5, method="modZ")
spikes_slidingZscore(window, offset, count=1, polydeg=1, z=3.5, method="modZ")
```
| parameter | data type | default value | description |
|-----------|-----------------------------------------------------------------------|---------------|-------------------------------------------------------------|
| window | integer/[offset string](docs/ParameterDescriptions.md#offset-strings) | `"1h"` | size of the sliding window |
| offset | integer/[offset string](docs/ParameterDescriptions.md#offset-strings) | `"1h"` | offset between two consecutive windows |
| window | integer/[offset string](docs/ParameterDescriptions.md#offset-strings) | | size of the sliding window |
| offset | integer/[offset string](docs/ParameterDescriptions.md#offset-strings) | | offset between two consecutive windows |
| count | integer | `1` | the minimal count a possible outlier needs, to be flagged |
| polydeg | integer | `1"` | the degree of the polynomial fit, to calculate the residual |
| z | float | `3.5` | z-parameter for the *method* (see description) |
......
0% Loading or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment