peakwindows
Peakwindows is a term used in time-series analysis to describe a family of window-based peak detection methods and, in some contexts, a software library that implements them. The central idea is to apply localized windowing to a signal in order to identify and quantify peaks while controlling for noise and resolution.
In practice, peakwindows analysis segments data with overlapping or adaptive windows. Within each window, a peak
Software implementations of peakwindows usually provide a function or module that accepts a time-series array, sampling
The concept emerged from broader work on windowed analysis and peak picking in fields like chromatography,
Limitations include sensitivity to parameter choices (thresholds, window sizes, and scales) and the potential for missed