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Implement more econometrics methods #87209
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Description
Company or project name
No response
Use case
basic minimum use cases:
- calculate Dickey Fuller stat test
- calculate autocorrelation and partial autocorrelation function's
- estimate SARIMAX forecast (or AutoSARIMAX)
- calculate Diebold Mariano stat test
Describe the solution you'd like
ClickHouse's aggregation functions already support linear/logistic regression, their stochastic versions, and some statistical tests. However, this is not enough for frequent scenarios of building predictive models, which is why we have to build ETL processes. To improve performance, it would be beneficial to move the implementation of at least one complete use case directly into the DBMS (like ELT)
Describe alternatives you've considered
No response
Additional context
What do you think about this ? I'm ready to contribute this feature
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