Stability Differential Framework (SDF): A General Transform for Dimensionless Analysis of Arbitrary Time Series

Key Points

• To present a method for analyzing the stability of time series through dimensionless transformation.
• Introduced the Stability Differential Framework (SDF) as a statistical tool.
• Transformed discrete time series data into dimensionless measures.
• Focused on differential behavior, short-term momentum, and stability assessment.
• Provided a lightweight and domain-agnostic approach to stability analysis.
• Facilitated new insights into the differential behavior of various time series.