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fix(docs): correct .md documentation across errors, dynamics, filters, forecasts, momentum, numerics, oscillators, reversals, statistics, trends, volatility, volume
Deep review of all indicator categories verified .md headers against .cs WarmupPeriod, parameters, inputs, and outputs. Fixes include warmup corrections, parameter documentation, output type accuracy, and Pine Script alignment.
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| **Parameters** | `levels` (default 4), `threshMult` (default 1.0) |
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| **Outputs** | Single series (Wavelet) |
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| **Output range** | Tracks input |
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| **Warmup** | 1 bar |
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| **Warmup** | `2^levels` bars (default 16) |
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### TL;DR
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- The Wavelet Denoising Filter applies an *à trous* (with holes) Haar wavelet decomposition with soft thresholding to remove high-frequency noise fro...
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- Parameterized by `levels` (default 4), `threshmult` (default 1.0).
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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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- Requires `2^levels` bars 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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> "The wavelet transform is to the Fourier transform what a microscope is to a telescope: same math, different scale."
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