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volatility

Keltner Channel

Keltner Channel is a volatility band using an EMA and ATR, similar to Bollinger Bands but smoother.

Default Params:ema_period=20atr_period=10multiplier=2

What It Measures

Trend with volatility envelope: price relative to an EMA widened by ATR.

The Math (Simplified)

Middle = EMA(20) of close. Upper/Lower = Middle ± multiplier × ATR(10). Bands expand when volatility rises.

Default Inputs & Tuning

EMA 20, ATR 10, multiplier 2.0 is standard. Higher multiplier makes the channel wider and signals rarer.

When It Works (Market Edge)

Trending markets with volatility-adjusted mean reversion: buying near the lower Keltner in an uptrend can be high-probability.

When It Fails

Low-volatility squeezes: bands narrow and price hugs the EMA, giving no edge — confusion with Bollinger behavior.

Common Myths

Myth: Keltner and Bollinger are interchangeable.

Truth: Bollinger uses standard deviation (price dispersion); Keltner uses ATR (range). Keltner is smoother and less sensitive to outliers.

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