2d ago · 11 min read · Moving averages are among the oldest tools in technical analysis, but most traders use them without ever measuring whether one window length actually outperforms another on a risk-adjusted basis. This article treats that question as a proper quantita...
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2d ago · 11 min read · Mean reversion is one of the oldest and most robust ideas in quantitative finance: prices that deviate significantly from their recent average tend to revert. The rolling z-score is a clean, interpretable way to quantify that deviation in real time. ...
Join discussion3d ago · 11 min read · Trend-following strategies live or die on one question: are you measuring the trend, or are you measuring noise? Most moving average systems blur that line. This article builds a Laplace-weighted trend strength indicator from first principles — a sig...
Join discussion3d ago · 11 min read · Standard Brownian motion models assume volatility is constant and shocks are memoryless — a simplification that breaks down almost immediately when you look at real intraday price data. Volatility clusters: large moves tend to follow large moves, and...
Join discussion3d ago · 1 min read · I've been working on crypto price alert bot for a while and wanted to share what I learned. The problem Never miss a price move again. Set custom alerts for any cryptocurrency across major exchanges and get instant notifications via Telegram, email, ...
Join discussion4d ago · 12 min read · Market regimes — the persistent states of risk-on, risk-off, trending, or volatile behavior — drive portfolio returns far more than any single trade signal. Most systematic strategies fail not because their entry logic is wrong, but because they appl...
Join discussion5d ago · 3 min read · Copy Trading on Solana: Follow Whale Wallets Automatically The best traders on Solana are whales with insider knowledge. What if you could automatically copy every trade they make? How Copy Trading Works Monitor target wallet for new token purchases...
Join discussion5d ago · 12 min read · 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...
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