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QUANT - LAB MICROSTRUCTURE
Market microstructure analysis suite for liquidity diagnostics and transaction cost estimation.
Liquidity Metrics:
Return-Volume Sensitivity (Hasbrouck 1991 inspired proxy)
Roll Spread Estimator (Roll 1984) — effective spread from price autocovariance
Amihud Illiquidity Ratio (Amihud 2002) — price impact per dollar volume
Features:
Z-score normalization with configurable lookback
Automatic regime classification (Normal/Elevated/Extreme)
Roll validity detection (Cov < 0 requirement)
Data quality metrics and validity percentage tracking
Interpretation:
RVS: Price sensitivity to order flow (higher = more impact)
Roll: Effective bid-ask spread in bps (undefined when Cov > 0)
Amihud: Illiquidity measure (higher = harder to trade)
Dashboard Includes:
Real-time Z-scores with regime labels
Dollar volume and volume trend (20/60 ratio)
Realized volatility (annualized)
Roll spread validity monitoring
Important:
Z-scores are HEURISTIC thresholds (fat tails apply — ±2σ ≠ 95%)
RVS uses endogenous proxy — NOT true Kyle's Lambda
Roll undefined when serial covariance > 0 (momentum regime)
Research/diagnostic tool only — NOT a trading system
References: Kyle (1985), Roll (1984), Amihud (2002), Hasbrouck (1991), Lee & Ready (1991)
Liquidity Metrics:
Return-Volume Sensitivity (Hasbrouck 1991 inspired proxy)
Roll Spread Estimator (Roll 1984) — effective spread from price autocovariance
Amihud Illiquidity Ratio (Amihud 2002) — price impact per dollar volume
Features:
Z-score normalization with configurable lookback
Automatic regime classification (Normal/Elevated/Extreme)
Roll validity detection (Cov < 0 requirement)
Data quality metrics and validity percentage tracking
Interpretation:
RVS: Price sensitivity to order flow (higher = more impact)
Roll: Effective bid-ask spread in bps (undefined when Cov > 0)
Amihud: Illiquidity measure (higher = harder to trade)
Dashboard Includes:
Real-time Z-scores with regime labels
Dollar volume and volume trend (20/60 ratio)
Realized volatility (annualized)
Roll spread validity monitoring
Important:
Z-scores are HEURISTIC thresholds (fat tails apply — ±2σ ≠ 95%)
RVS uses endogenous proxy — NOT true Kyle's Lambda
Roll undefined when serial covariance > 0 (momentum regime)
Research/diagnostic tool only — NOT a trading system
References: Kyle (1985), Roll (1984), Amihud (2002), Hasbrouck (1991), Lee & Ready (1991)
Skrip dilindungi
Skrip ini diterbitkan sebagai sumber tertutup. Akan tetapi, anda boleh menggunakannya secara bebas dan tanpa apa-apa had – ketahui lebih di sini.
Institutional-grade diagnostics: GARCH, HMM Regimes, Cointegration, Microstructure, Fractal Analysis | Research only
Penafian
Maklumat dan penerbitan adalah tidak bertujuan, dan tidak membentuk, nasihat atau cadangan kewangan, pelaburan, dagangan atau jenis lain yang diberikan atau disahkan oleh TradingView. Baca lebih dalam Terma Penggunaan.
Skrip dilindungi
Skrip ini diterbitkan sebagai sumber tertutup. Akan tetapi, anda boleh menggunakannya secara bebas dan tanpa apa-apa had – ketahui lebih di sini.
Institutional-grade diagnostics: GARCH, HMM Regimes, Cointegration, Microstructure, Fractal Analysis | Research only
Penafian
Maklumat dan penerbitan adalah tidak bertujuan, dan tidak membentuk, nasihat atau cadangan kewangan, pelaburan, dagangan atau jenis lain yang diberikan atau disahkan oleh TradingView. Baca lebih dalam Terma Penggunaan.