The Unexpected Profitability of Adaptive Local Linear Regression in Short-Term Trend-Following Strategies of Growth Stocks

Most trend-following systems rely on fixed-window moving averages — a 20-day EMA, a 50-day SMA, or some crossover variant. These work reasonably well in trending markets but fail badly when volatility regimes shift, because the smoothing window stays...