Re-execute ITS vs CausalImpact notebook with new sampler

Regenerates outputs (MAE table, three-panel figure, sampling logs) under
the portable default sampler so the rendered docs page matches the
updated code.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

Author: cetagostini