Vanguard SAMPP Small Cap ETF Cycle Indicators Hilbert Transform Dominant Cycle Period

This analysis covers twenty-nine data points across the selected time horizon. The Hilbert Transform Dominant Cycle Period indicator measures the prevailing cycle length in Vanguard SAMPP Small price series, helping identify whether the market is exhibiting cyclical behavior or trending movement. This indicator estimates the number of periods required for a full price cycle to complete. The Hilbert Transform generates in-phase and quadrature components from Vanguard SAMPP Small price data to isolate the dominant frequency. When the dominant cycle period stabilizes, it may indicate a consistent market rhythm that supports mean-reversion strategies; when it shifts rapidly, the market may be transitioning between regimes.