estimate_stationarity - some bugs
Summary:
there are two bugs in the function
Description:
- different rolling window objects are used with different numerical errors
- the constant and hardcoded errors for incompleteness of statistical convergence is not working for large datasets
Expected Behavior:
Describe what you expected to happen instead of the observed behavior.
Steps to Reproduce:
- Describe the necessary steps to reproduce the issue.
- Be as detailed as possible, including any specific inputs or conditions required.
Environment:
- Operating System:
- Browser/Version (if applicable):
- Application/Tool Version:
- Any other relevant environment information:
Screenshots or Code Snippets:
If applicable, provide any screenshots, error logs, or code snippets that can help in understanding and resolving the issue.
Additional Information:
Add any additional information that you think might be helpful, such as related issues, workarounds, or possible causes.