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WP40

RAID: A Metal-Accelerated C++ Framework for Reproducible High-Frequency Financial Econometrics

Batched, Fused and Streaming Estimation on Apple Silicon without Sacrificing Inference

Simon-Pierre Boucher · UQO Working Papers · November 2026 · v1.0

We ask whether heterogeneous high-frequency econometric workloads—realized measures, rolling and batched regressions, HAR forecasting models, GARCH-family quasi-maximum likelihood, block bootstrap inference—can be reorganised into batched, fused, streaming computation on Apple Silicon GPUs without sacrificing…