A data-driven persistence test for robust (probabilistic) quality control of measured environmental time series: constant value episodes

Robust quality control is a prerequisite and an essential component in any data application. That is especially important for time series of environmental observations such as air quality due to their dynamic and irreversible nature. One of the common issues in these data is constant value episodes...

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