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Tags:
economics
quantitative-finance
causal-inference
macroeconomics
housing-economics
market-microstructure
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| # M8 prospective live-L2 protocol — replacement campaign v2 | |
| ## Scope and frozen calendar | |
| This replacement protocol was fixed before any v2 live session occurred. Both symbols | |
| must be captured concurrently from Binance Spot diff-depth at the requested | |
| 100 ms stream interval: | |
| | UTC session | Role | | |
| | --- | --- | | |
| | 2026-08-10 14:00–15:00 | Train | | |
| | 2026-08-11 14:00–15:00 | Validation | | |
| | 2026-08-12 14:00–15:00 | Primary test | | |
| | 2026-08-13 14:00–15:00 | Replication test | | |
| The dates are the four consecutive UTC dates beginning after the v2 reset on | |
| 2026-08-09, and the common hour was chosen before observing those sessions. Missing, | |
| quiet, volatile, disconnected, corrupt, or unfavorable sessions are never | |
| replaced. They produce an explicit `INSUFFICIENT_DATA` status. The superseded | |
| Aug 8–11 campaign and its evidence remain immutable and are not inputs to this | |
| study. The exact config | |
| bytes in `configs/m8_l2_capture_study.toml`, this protocol, their hashes, and the | |
| freeze Git commit must enter every resulting bundle. | |
| This is a research-only public market-data capture. It authenticates to no | |
| account and has no order-entry path. | |
| ## Capture and continuity acceptance | |
| Each symbol receives its own snapshot and diff-depth stream, started as close to | |
| the common boundary as the public network allows. Raw websocket bytes must be | |
| journaled before UTF-8/JSON parsing. Every continuity epoch begins from a fresh | |
| REST snapshot and may use only buffered deltas satisfying Binance `U/u` | |
| bridging. Gaps, malformed ranges, crossed books, or scale mismatches terminate | |
| that epoch; they are recorded rather than repaired. | |
| A session is usable only when both symbols satisfy all of the following: | |
| - capture-specific completion status is `COMPLETE` and reconstruction ends | |
| `LIVE`; | |
| - requested duration is 3,600 seconds and overlapping receipt-time coverage is | |
| at least 3,300 seconds; | |
| - at least one valid continuity epoch spans 1,800 seconds; | |
| - sequence gaps and quality errors/warnings are all zero; | |
| - no raw frame exceeds 1 MiB and no Arrow batch estimate exceeds 16 MiB; | |
| - message, normalized-row, reconstructed-row, and excluded-row reconciliation | |
| is exact; | |
| - every epoch has a raw snapshot anchor and every raw/normalized/quality file is | |
| checksum-manifested. | |
| The 60,000-message ceiling is a safety bound, not a stopping target. A | |
| duration-aware graceful stop must publish completion evidence; SIGINT/cancellation | |
| or hitting the message ceiling early is not a complete one-hour session. | |
| ## Causal dataset | |
| Continuity is never bridged across reconnects or gaps. At each decision book | |
| event, features may use only locally received snapshot/delta state available at | |
| or before that event. Frozen features are absolute/relative spread, L1/L5/L10 | |
| depth, OFI, L1/L5/L10 queue imbalance, microprice displacement, observable | |
| zero-quantity cancellation intensity, short realized volatility, and regimes | |
| whose thresholds are fit on the training session only. | |
| Labels begin strictly after the decision event and are censored at continuity | |
| boundaries. Report future mid-price direction/return and signed price impact at | |
| 20/100-event and 1/5-second horizons. Limit-fill and adverse-selection labels are | |
| not authorized without contemporaneous trade prints that prove depletion; this | |
| book-only protocol does not infer them from cancellation alone. | |
| ## Evaluation and hypotheses | |
| Per symbol, train on Aug 10, select the fixed prior/logistic/L2/tree ladder by Aug | |
| 11 log loss, lock the specification, then evaluate it without refit on Aug 12 and | |
| Aug 13. Probability calibration and regime thresholds use development data only. | |
| All declared horizons and model comparison rows are published; no final period | |
| is used for selection. | |
| The primary book hypothesis is that observable OFI, imbalance, microprice, and | |
| liquidity state reduce future-mid-direction log loss relative to a historical | |
| prior on both untouched sessions. Report paired dependency-block differences by | |
| symbol, session, horizon, and train-defined regime, plus equal-session-weighted | |
| stability. A result is directionally replicated only if both untouched sessions | |
| favor the selected model. No p-value, H0 rejection, cross-symbol pooled alpha, | |
| or significance claim is authorized. | |
| ## Execution boundary | |
| Only scenario-based market-order evaluation is permitted: recorded best quotes, | |
| frozen taker fee, decision/order latency grids, inventory bounds, and end-of-run | |
| liquidation. It may show whether a predictive markout survives those serialized | |
| assumptions, but it is not realized execution. Limit fills, true queue priority, | |
| hidden liquidity, endogenous impact, and deployable capacity remain unsupported. | |
| Every report must keep predictive scores, simulated execution assumptions, and | |
| scenario P&L separate and must state that profitability is not established. | |
| ## Immutable outputs | |
| The study requires capture-specific raw journals and snapshots, capture and | |
| normalized manifests, DQ/exclusion summaries, causal frames, analysis lock, | |
| frozen predictions/comparisons, regime/stability diagnostics, scenario execution | |
| ledgers, generated reports, config/protocol/input/Git provenance, checksums, and | |
| `_SUCCESS` written last. A missing session or failed gate may produce a failure | |
| bundle, but never a promoted result bundle. | |