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@Jiya873 Jiya873 commented Dec 15, 2025

Description

This PR addresses part of issue #534 by renaming AutoregressiveComponent to Autoregressive in pymc_extras/statespace/models/structural/components/autoregressive.py.

Changes Made

  • Renamed class AutoregressiveComponent(Component) to class Autoregressive(Component).
  • Added an alias AutoregressiveComponent = Autoregressive at the end of the file to ensure backward compatibility.
  • Updated the example usage in the docstring to reflect the new class name.

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