//+------------------------------------------------------------------+ //| ZScore_Calculator.mqh | //| Engine for Statistical Z-Score Calculation. | //| Standard Deviation distance from any Moving Average Type. | //| Copyright 2026, xxxxxxxx | //+------------------------------------------------------------------+ #property copyright "Copyright 2026, xxxxxxxx" #property version "1.40" // Upgraded to support any ENUM_MA_TYPE and volume integration #ifndef ZSCORE_CALCULATOR_MQH #define ZSCORE_CALCULATOR_MQH #include //+==================================================================+ //| CLASS: CZScoreCalculator | //+==================================================================+ class CZScoreCalculator { protected: int m_period; //--- Dynamic Engine for Mean (User selected MA Type) CMovingAverageCalculator *m_ma_calc; //--- Buffers double m_price[]; double m_ma_buffer[]; double m_volume[]; virtual bool PreparePrice(int rates_total, int start_index, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[]); public: CZScoreCalculator(); virtual ~CZScoreCalculator(); //--- Updated Init signature to accept dynamic MA type bool Init(int period, ENUM_MA_TYPE ma_type); //--- Standard Calculate (Without volume data) void Calculate(int rates_total, int prev_calculated, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[], double &out_z[]); //--- Overloaded Calculate with Volume (Specifically for VWMA support) void Calculate(int rates_total, int prev_calculated, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[], const long &volume[], double &out_z[]); }; //+------------------------------------------------------------------+ //| Constructor | //+------------------------------------------------------------------+ CZScoreCalculator::CZScoreCalculator() : m_ma_calc(NULL) { } //+------------------------------------------------------------------+ //| Destructor | //+------------------------------------------------------------------+ CZScoreCalculator::~CZScoreCalculator() { if(CheckPointer(m_ma_calc) != POINTER_INVALID) delete m_ma_calc; } //+------------------------------------------------------------------+ //| Init | //+------------------------------------------------------------------+ bool CZScoreCalculator::Init(int period, ENUM_MA_TYPE ma_type) { m_period = (period < 2) ? 2 : period; // Set up dynamic calculator engine based on selected MA type m_ma_calc = new CMovingAverageCalculator(); if(CheckPointer(m_ma_calc) == POINTER_INVALID || !m_ma_calc.Init(m_period, ma_type)) return false; return true; } //+------------------------------------------------------------------+ //| Calculate (Standard - No Volume) | //+------------------------------------------------------------------+ void CZScoreCalculator::Calculate(int rates_total, int prev_calculated, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[], double &out_z[]) { if(rates_total < m_period) return; // 1. Resize Internal Prices if(ArraySize(m_price) != rates_total) { ArrayResize(m_price, rates_total); ArrayResize(m_ma_buffer, rates_total); } // 2. Prepare Price Array int start_prep = (prev_calculated > 0) ? prev_calculated - 1 : 0; if(!PreparePrice(rates_total, start_prep, price_type, open, high, low, close)) return; // 3. Calculate Mean (Using standard array calculation) m_ma_calc.CalculateOnArray(rates_total, prev_calculated, m_price, m_ma_buffer, 0); // 4. Calculate Z-Score Distance int start_index = (prev_calculated > 0) ? prev_calculated - 1 : m_period - 1; if(start_index < m_period - 1) start_index = m_period - 1; for(int i = start_index; i < rates_total; i++) { double sum_sq = 0; for(int k = 0; k < m_period; k++) { double diff = m_price[i - k] - m_ma_buffer[i]; sum_sq += diff * diff; } double std_dev = MathSqrt(sum_sq / m_period); if(std_dev > 1.0e-9) // Anti-division-by-zero guard out_z[i] = (m_price[i] - m_ma_buffer[i]) / std_dev; else out_z[i] = 0.0; } } //+------------------------------------------------------------------+ //| Calculate (Overloaded - With Volume for VWMA) | //+------------------------------------------------------------------+ void CZScoreCalculator::Calculate(int rates_total, int prev_calculated, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[], const long &volume[], double &out_z[]) { if(rates_total < m_period) return; // 1. Resize Internal Buffers if(ArraySize(m_price) != rates_total) { ArrayResize(m_price, rates_total); ArrayResize(m_ma_buffer, rates_total); } if(ArraySize(m_volume) != rates_total) { ArrayResize(m_volume, rates_total); } // 2. Prepare Price Array int start_prep = (prev_calculated > 0) ? prev_calculated - 1 : 0; if(!PreparePrice(rates_total, start_prep, price_type, open, high, low, close)) return; // 3. Prepare Volume Array for(int i = start_prep; i < rates_total; i++) { m_volume[i] = (double)volume[i]; } // 4. Calculate Mean (Using volume-based array calculation) m_ma_calc.CalculateOnArray(rates_total, prev_calculated, m_price, m_volume, m_ma_buffer, 0); // 5. Calculate Z-Score Distance int start_index = (prev_calculated > 0) ? prev_calculated - 1 : m_period - 1; if(start_index < m_period - 1) start_index = m_period - 1; for(int i = start_index; i < rates_total; i++) { double sum_sq = 0; for(int k = 0; k < m_period; k++) { double diff = m_price[i - k] - m_ma_buffer[i]; sum_sq += diff * diff; } double std_dev = MathSqrt(sum_sq / m_period); if(std_dev > 1.0e-9) // Anti-division-by-zero guard out_z[i] = (m_price[i] - m_ma_buffer[i]) / std_dev; else out_z[i] = 0.0; } } //+------------------------------------------------------------------+ //| Prepare Value | //+------------------------------------------------------------------+ bool CZScoreCalculator::PreparePrice(int rates_total, int start_index, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[]) { for(int i = start_index; i < rates_total; i++) { switch(price_type) { case PRICE_CLOSE: m_price[i] = close[i]; break; case PRICE_OPEN: m_price[i] = open[i]; break; case PRICE_HIGH: m_price[i] = high[i]; break; case PRICE_LOW: m_price[i] = low[i]; break; case PRICE_MEDIAN: m_price[i] = (high[i]+low[i])*0.5; break; case PRICE_TYPICAL: m_price[i] = (high[i]+low[i]+close[i])/3.0; break; case PRICE_WEIGHTED: m_price[i] = (high[i]+low[i]+close[i]*2.0)*0.25; break; default: m_price[i] = close[i]; break; } } return true; } #endif // ZSCORE_CALCULATOR_MQH //+------------------------------------------------------------------+