Uses of Class
com.quantfinlib.ml.MarketImpactPredictor
Packages that use MarketImpactPredictor
Package
Description
Statistical learning for markets, all pure Java:
GradientBoostedRegressor (stump boosting),
VolatilityForecaster (forward realized vol +
0-100 risk score), RegimeDetector (2-state
Gaussian Markov-switching model via Baum-Welch EM),
MarketImpactPredictor (learned impact + sweep
probability), IntradayLiquidityForecaster
(session volume profiles) and AnomalyDetector
(quote stuffing, price spikes).-
Uses of MarketImpactPredictor in com.quantfinlib.ml
Methods in com.quantfinlib.ml that return MarketImpactPredictorModifier and TypeMethodDescriptionMarketImpactPredictor.fit(double[][] x, double[] realizedImpactBps) Trains on historical (features, realized impact bps) observations.