Uses of Record Class
com.quantfinlib.ml.AnomalyDetector.Anomaly
Packages that use AnomalyDetector.Anomaly
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 AnomalyDetector.Anomaly in com.quantfinlib.ml
Methods in com.quantfinlib.ml that return types with arguments of type AnomalyDetector.AnomalyModifier and TypeMethodDescriptionstatic List<AnomalyDetector.Anomaly> AnomalyDetector.detectPriceSpikes(double[] mids, double zThreshold) Flags intervals whose return is azThreshold-sigma outlier.static List<AnomalyDetector.Anomaly> AnomalyDetector.detectQuoteStuffing(long[] messagesPerInterval, long[] tradesPerInterval, double zThreshold, double minOrderToTradeRatio) Flags intervals where the message count is azThreshold-sigma outlier AND the order-to-trade ratio exceedsminOrderToTradeRatio.