work on calculations
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20 changed files with 1343 additions and 222 deletions
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@ -43,6 +43,12 @@ export interface RiskMetrics {
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downside_deviation: number;
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calmar_ratio: number;
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sortino_ratio: number;
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beta: number;
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alpha: number;
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sharpeRatio: number;
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treynorRatio: number;
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trackingError: number;
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informationRatio: number;
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}
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export interface TechnicalIndicators {
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@ -59,7 +65,36 @@ export interface TechnicalIndicators {
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roc: number[];
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}
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// Export interfaces from all modules
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// Additional interfaces for new functionality
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export interface TradeExecution {
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entry: number;
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exit: number;
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peak?: number;
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trough?: number;
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volume: number;
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timestamp: Date;
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}
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export interface MarketData {
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price: number;
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volume: number;
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timestamp: Date;
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bid?: number;
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ask?: number;
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bidSize?: number;
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askSize?: number;
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}
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export interface BacktestResults {
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trades: TradeExecution[];
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equityCurve: Array<{ value: number; date: Date }>;
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performance: PortfolioMetrics;
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riskMetrics: RiskMetrics;
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drawdownAnalysis: any; // Import from performance-metrics
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}
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// Export all calculation functions
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export * from './basic-calculations';
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export * from './technical-indicators';
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export * from './risk-metrics';
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@ -70,3 +105,62 @@ export * from './performance-metrics';
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export * from './market-statistics';
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export * from './volatility-models';
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export * from './correlation-analysis';
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// Import specific functions for convenience functions
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import {
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sma, ema, rsi, macd, bollingerBands, atr, stochastic,
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williamsR, cci, momentum, roc
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} from './technical-indicators';
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import { calculateRiskMetrics } from './risk-metrics';
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import { calculateStrategyMetrics } from './performance-metrics';
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// Convenience function to calculate all technical indicators at once
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export function calculateAllTechnicalIndicators(
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ohlcv: OHLCVData[],
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periods: { sma?: number; ema?: number; rsi?: number; atr?: number } = {}
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): TechnicalIndicators {
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const {
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sma: smaPeriod = 20,
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ema: emaPeriod = 20,
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rsi: rsiPeriod = 14,
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atr: atrPeriod = 14
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} = periods;
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const closes = ohlcv.map(d => d.close);
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return {
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sma: sma(closes, smaPeriod),
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ema: ema(closes, emaPeriod),
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rsi: rsi(closes, rsiPeriod),
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macd: macd(closes),
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bollinger: bollingerBands(closes),
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atr: atr(ohlcv, atrPeriod),
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stochastic: stochastic(ohlcv),
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williams_r: williamsR(ohlcv),
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cci: cci(ohlcv),
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momentum: momentum(closes),
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roc: roc(closes)
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};
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}
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// Convenience function for comprehensive portfolio analysis
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export function analyzePortfolio(
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returns: number[],
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equityCurve: Array<{ value: number; date: Date }>,
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benchmarkReturns?: number[],
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riskFreeRate: number = 0.02
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): {
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performance: PortfolioMetrics;
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risk: RiskMetrics;
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trades?: any;
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drawdown?: any;
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} {
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const performance = calculateStrategyMetrics(equityCurve, benchmarkReturns, riskFreeRate);
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const equityValues = equityCurve.map(point => point.value);
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const risk = calculateRiskMetrics(returns, equityValues, benchmarkReturns, riskFreeRate);
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return {
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performance,
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risk
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};
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}
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