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Stata-class statistics, GPU-accelerated by Apple Silicon. Native Swift — no Electron, no Python runtime, no compromises.

Metrika Stata class statistics, GPU accelerated by Apple Silicon. Native Swift. No Electron. No Python runtime. No compromises. One session: a cluster robust factor variable regression, then a 10,000 replicate pairs boot…

…ecile shift = upper bound). 2021–2026 is an unusually turbulent market — levels statistics are period specific (the within market elasticity is not). No appeals, renovations, or owner demographics observed. Montréal's pr…

…hands on Stata application sessions. 📋 Prerequisites A basic understanding of statistics and linear algebra is recommended to engage fully with the course material. 🗂️ Detailed Content by Session Section 02 — Régressi…

…column by column Similarity matrix (17,087 × 20) ✅ bit identical Models A–E fit statistics ✅ identical to the paper's Table 4 Model D coefficients (27 params) ✅ identical to the paper's Table 5 Figures fig1, fig4–fig11 ✅…

…rotocol, Haversine spatial buffer merge (6 exposure metrics × 4 radii), summary statistics, geography Tables 1–2 · Figures 1–3 4 📐 Methodology Six models: hedonic rent (1a–1e), Airbnb pricing (2a–2c), city level (3), SA…

…parsed incrementally and robust to tags split across token chunks. First class statistics under every response: , plus peak memory tracking per generation. Multi turn context management : KV cache reuse across turns (no…