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Add PWMA implementation and tests; enhance documentation
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# Forecasts
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Forecasting and predictive indicators/models.
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| Indicator | Full Name | Description |
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| :--- | :--- | :--- |
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| AFIRMA | Autoregressive FIR MA | |
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| CFO | Chande Forecast Oscillator | |
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| TSF | Time Series Forecast | |
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