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Commit 572c401e authored by Peter Lünenschloß's avatar Peter Lünenschloß
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Update FormalDescriptions.md

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3 merge requests!193Release 1.4,!188Release 1.4,!78doc-string doc of test functionality
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......@@ -7,6 +7,7 @@ A collection of detailed mathematical descriptions.
- [spikes_flagRaise](#spikes_flagraise)
- [spikes_flagSpektrumBased](#spikes_flagspektrumbased)
- [breaks_flagSpektrumBased](#breaks_flagspektrumbased)
- [sm_flagConstants](#sm_flagconstants)
## spikes_flagRaise
......@@ -71,4 +72,15 @@ A value $`x_k`$ of a time series $`x_t`$ with timestamps $`t_i`$, is considered
5. The ratio (this/next) of the second derivatives is sufficiently height:
$`|\frac{x''_{k}}{x''_{k+1}}| > `$`scnd_der_ratio_margin_2`
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$`|\frac{x''_{k}}{x''_{k+1}}| > `$`scnd_der_ratio_margin_2`
## sm_flagConstants
Any set of consecutive values
$`x_k,..., x_{k+n}`$, of a time series $`x`$ is flagged, if:
1. $`n > `$`window`
2. $`\sigma(x_k, x_{k+1},..., x_{k+n}) < `$`thresh`
3. $`\max(x'_{k-n-s}, x'_{k-n-s+1},..., x'_{k-n+s}) \geq`$ `deriv_min`, with $`s`$ denoting periods per `precipitation_window`
4. $`\min(x'_{k-n-s}, x'_{k-n-s+1},..., x'_{k-n+s}) \leq`$ `deriv_max`, with $`s`$ denoting periods per `precipitation_window`
5. $`\mu(x_k, x_{k+1},..., x_{k+n}) \le \max(x) \cdot`$ `tolerance`
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