Restructure IFP lectures: separate transient shocks into new lecture (#747)
* Restructure IFP lectures: separate transient shocks into new lecture
- Split ifp_egm.md into two lectures:
- ifp_egm.md (III): Simplified model with y(z) = exp(z), no transient shocks
- ifp_egm_transient_shocks.md (IV): Full model with y(z,eta) and Monte Carlo integration
- Update ifp_advanced.md title from IV to V (Stochastic Returns on Assets)
- Update _toc.yml to include new lecture in sequence
- Increase savings_grid_size to 200 for better accuracy
- Convert utility functions to lambda expressions for conciseness
This reorganization improves pedagogy by introducing EGM with a simpler model first,
then adding complexity with transient shocks in the next lecture.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Fix duplicate equation labels in ifp_egm_transient_shocks
- Rename equation labels to avoid conflicts with ifp_egm.md:
- eqst → eqst_ts
- eqeul1 → eqeul1_ts
- cfequ → cfequ_ts
- Update all references to use new labels
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
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Co-authored-by: Claude <noreply@anthropic.com>
4 files changed
Lines changed: 1165 additions & 454 deletions
