The Mathematics Of Pairwise Differencing For Time Series: Self Joins And Online Algorithms For Change DetectionA comprehensive technical exploration of the mathematics of pairwise differencing for time series: self joins and online algorithms for change detection, covering key concepts, practical implementations, and real-world applications.