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# YZVAMA: Yang-Zhang Volatility Adjusted Moving Average
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| Property | Value |
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| ---------------- | -------------------------------- |
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| **Category** | Trend (IIR MA) |
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| **Inputs** | OHLCV bar (TBar) |
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| **Parameters** | `yzvShortPeriod` (default 3), `yzvLongPeriod` (default 50), `percentileLookback` (default 100), `minLength` (default 5), `maxLength` (default 100) |
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| **Outputs** | Single series (Yzvama) |
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| **Output range** | Tracks input |
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| **Warmup** | 1 bar |
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### TL;DR
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- Most adaptive moving averages measure volatility using close-to-close changes (standard deviation) or high-low ranges (ATR).
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- Parameterized by `yzvshortperiod` (default 3), `yzvlongperiod` (default 50), `percentilelookback` (default 100), `minlength` (default 5), `maxlength` (default 100).
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- Output range: Tracks input.
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- Requires 1 bar of warmup before first valid output (IsHot = true).
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- Validated against TA-Lib, Skender, and Tulip reference implementations where available.
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> "ATR tells you how much the market moved. Yang-Zhang tells you how much it *should* have moved given the gaps and intrabar action. YZVAMA uses that distinction to know when the market is lying about its volatility."
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## The Core Insight
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@@ -411,4 +428,4 @@ Percentile ranking solves both:
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- Yang, D., & Zhang, Q. (2000). "Drift-Independent Volatility Estimation Based on High, Low, Open, and Close Prices." *Journal of Business*, 73(3), 477-491.
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- Rogers, L.C.G., & Satchell, S.E. (1991). "Estimating Variance from High, Low and Closing Prices." *Annals of Applied Probability*, 1(4), 504-512.
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- PineScript reference implementation: `yzvama.pine`
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- PineScript reference implementation: `yzvama.pine`
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