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54 lines
1.2 KiB
Markdown
Vendored
54 lines
1.2 KiB
Markdown
Vendored
---
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title: decompose
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description: 'Decompose time series guide and examples: additive and multiplicative
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models. Includes usage, parameters, and example output for time series decomposition.'
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keywords:
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- Decompose
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- Time Series
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- Additive Time Series
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- Multiplicative Time Series
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- Level
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- CyclicTrend
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- Residual
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- Seasonality
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- Usage
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- Parameters
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- Example
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---
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import HeadTitle from '@site/src/components/General/HeadTitle.tsx';
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<HeadTitle title="stocks/qa/decompose - Reference | OpenBB Terminal Docs" />
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Decompose time series as: - Additive Time Series = Level + CyclicTrend + Residual + Seasonality - Multiplicative Time Series = Level * CyclicTrend * Residual * Seasonality
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### Usage
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```python
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decompose [-m]
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```
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---
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## Parameters
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| Name | Description | Default | Optional | Choices |
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| ---- | ----------- | ------- | -------- | ------- |
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| multiplicative | decompose using multiplicative model instead of additive | False | True | None |
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---
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## Examples
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```python
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2022 Feb 16, 11:06 (🦋) /stocks/qa/ $ decompose
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Time-Series Level is 2660.84
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Strength of Trend: 0.0000
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Strength of Seasonality: 0.0032
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```
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---
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