Variable Index Dynamic Average (VIDYA)
Category: trend, volatility
An adaptive moving average that uses a relative volatility ratio (Efficiency Index based on Standard Deviations) to adjust its smoothing factor.
Formula
k = \frac{StdDev(period, i)}{StdDev(histper, i)} \\ sc = \frac{2}{period + 1} \\ VIDYA_i = (k \cdot sc) \cdot Close_i + (1 - k \cdot sc) \cdot VIDYA_{i+1}
Inputs
- period (default: 9)
- histper (default: 30)
See signal primitives and every published strategy that uses Variable Index Dynamic Average (VIDYA) on WOBR StrategyVerse.