Market Forecasting System
Feature #30
Ensemble forecasting with 5 models for accurate price predictions
Current Market Data
Current Price
$155.60
24h Change
+3.2%
24h Volume
$8.4M
Volatility
32.0%
Multi-Timeframe Predictions
Predicted Price
$159.20
+2.31%
Lower Bound
$151.30
Upper Bound
$167.10
Confidence Level
73%
Key Factors
Moving Average
Trend Component
Range: $151.30 - $167.10
Spread: 9.9%
Implementation Highlights
Forecasting Models
- • Linear Regression (25% weight)
- • Moving Average (15% weight)
- • Exponential Smoothing (20% weight)
- • Volatility Adjusted (20% weight)
- • Momentum Based (20% weight)
Technical Features
- • Ensemble prediction with weighted averaging
- • GARCH-like volatility forecasting
- • RSI, MACD, Stochastic indicators
- • Support/resistance level detection
- • Time-series operations and analytics
SDK Location
src/lib/analytics/forecasting.tsSDK #30 ✓