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OpenBB/website/content/sdk/reference/econometrics/granger.md
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Co-authored-by: teh_coderer <me@tehcoderer.com>
2022-11-22 16:47:03 +00:00

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---
title: granger
description: OpenBB SDK Function
---
import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
# granger
<Tabs>
<TabItem value="model" label="Model" default>
Calculate granger tests
Source Code: [[link](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/econometrics/econometrics_model.py#L210)]
```python
openbb.econometrics.granger(dependent_series: pd.Series, independent_series: pd.Series, lags: int = 3)
```
---
## Parameters
| Name | Type | Description | Default | Optional |
| ---- | ---- | ----------- | ------- | -------- |
| dependent_series | Series | The series you want to test Granger Causality for. | None | False |
| independent_series | Series | The series that you want to test whether it Granger-causes time_series_y | None | False |
| lags | int | The amount of lags for the Granger test. By default, this is set to 3. | 3 | True |
---
## Returns
| Type | Description |
| ---- | ----------- |
| dict | Dictionary containing results of Granger test |
---
</TabItem>
<TabItem value="view" label="Chart">
Show granger tests
Source Code: [[link](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/econometrics/econometrics_view.py#L247)]
```python
openbb.econometrics.granger_chart(dependent_series: pd.Series, independent_series: pd.Series, lags: int = 3, confidence_level: float = 0.05, export: str = "")
```
---
## Parameters
| Name | Type | Description | Default | Optional |
| ---- | ---- | ----------- | ------- | -------- |
| dependent_series | Series | The series you want to test Granger Causality for. | None | False |
| independent_series | Series | The series that you want to test whether it Granger-causes dependent_series | None | False |
| lags | int | The amount of lags for the Granger test. By default, this is set to 3. | 3 | True |
| confidence_level | float | The confidence level you wish to use. By default, this is set to 0.05. | 0.05 | True |
| export | str | Format to export data | | True |
---
## Returns
This function does not return anything
---
</TabItem>
</Tabs>