Exponential analysis
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This M file performs a fast exponential analysis on the POT dataset stored in array X
INPUT:
X: array or scalar values with POT data (peaks over threshold)
tp: time period over which the data is collected
p: probability for which quantile has to be calculated
OUTPUT:
xp: quantile value corresponding to exceedance probability p
sp: uncertainty in quantile value expressed as 1 standard deviation
Figure, showing the POT data, exponential fit, and uncertainty bounds by crosses around the extrapolation to the p-value
Cite As
Pieter Van Gelder (2026). Exponential analysis (https://www.mathworks.com/matlabcentral/fileexchange/5808-exponential-analysis), MATLAB Central File Exchange. Retrieved .
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Platform Compatibility
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- AI and Statistics > Statistics and Machine Learning Toolbox > Descriptive Statistics and Visualization > Managing Data >
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| Version | Published | Release Notes | |
|---|---|---|---|
| 1.0.0.0 |
