[DEM] Multiple Linear Regression Oscillator

[DEM] Multiple Linear Regression Oscillator is a sophisticated momentum indicator that combines volume-weighted price action with multiple timeframe price changes to generate predictive signals through a linear regression model. The indicator calculates a volume-price ratio over 5 periods and incorporates price changes across four different lookback periods (2, 5, 10, and 20 bars), applying specific regression coefficients to each variable to produce a normalized oscillator that fluctuates around zero. The main output is plotted alongside a 10-period RMA smoothed version in yellow, with reference lines at +1, 0, and -1 to help identify overbought, neutral, and oversold conditions. This mathematical approach attempts to predict short-term price movements by weighting the historical relationship between volume, price momentum, and multi-timeframe price changes, essentially creating a data-driven oscillator that goes beyond traditional technical indicators by incorporating machine learning-derived coefficients.