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v0.4.16 — Analyze case-study redesign

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@cmg777 cmg777 released this 25 Jun 04:20
· 7 commits to main since this release
v0.4.16
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Learn about vigilant mode.

Redesigns the Analyze surface as a single-pass, pedagogical Kuznets case study — in lockstep across the website, the Colab notebook, and the Streamlit app — the sequel to the 0.4.15 Explore redesign.

Analyze

  • The Analyze page is now a single-pass Kuznets case study introducing all 17 analyze_* functions once each, in the order an analyst works: fit a first model and add fixed effects → enrich the estimation → read the fitted model → stress-test the inference → choose the panel estimator → the flagship Kuznets-waves curve → a related income-convergence question → a causal DiD design. The four previously-undemonstrated functions (the convergence trio + Kuznets waves) now appear.
  • The Analyze Streamlit app mirrors the case study — reorganized into Regression, Post-estimation (new), Panel models, Kuznets waves, Convergence (β/σ/clubs consolidated), Event study & DiD — surfacing the seven functions the app did not previously render.
  • The Analyze Colab notebook is regenerated so the website, notebook and app present the same sequence of tools.
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