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v0.8.6: update indicator docs, ndepend tooling, ALMA refactor, gitignore cleanup
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@@ -14,9 +14,7 @@
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| **Signature** | [rma_signature](rma_signature.md) |
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- The Running Moving Average (RMA), also known as the Smoothed Moving Average (SMMA) or Wilder's Moving Average, is the backbone of J.
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- Parameterized by `period`.
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- Output range: Tracks input.
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- Requires `ema.WarmupPeriod` bars of warmup before first valid output (IsHot = true).
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- **Similar:** [SMMA](../smma/smma.md), [MMA](../mma/mma.md) | **Complementary:** RSI/ATR | **Trading note:** Running MA (identical to SMMA); Wilders original smoothing method.
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- Validated against TA-Lib, Skender, and Tulip reference implementations where available.
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The Running Moving Average (RMA), also known as the Smoothed Moving Average (SMMA) or Wilder's Moving Average, is the backbone of J. Welles Wilder's most famous indicators: RSI, ATR, and ADX. It is functionally identical to an Exponential Moving Average (EMA), but with a smoothing factor ($\alpha$) of $1/N$ instead of $2/(N+1)$. This results in a longer "memory" and slower decay than a standard EMA of the same period.
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@@ -111,4 +109,4 @@ Validated against Skender and Ooples.
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1. **Initialization**: Like EMA, RMA requires a "warmup" period to converge. Wilder often initialized with a Simple Moving Average (SMA) of the first $N$ bars. QuanTAlib follows this convention.
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2. **Naming**: Often called SMMA (Smoothed Moving Average) in other libraries.
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3. **Period Mismatch**: Using an EMA(14) where an RMA(14) is expected will result in a much faster-moving line (equivalent to RMA(7.5)).
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3. **Period Mismatch**: Using an EMA(14) where an RMA(14) is expected will result in a much faster-moving line (equivalent to RMA(7.5)).
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