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星期效应策略

该策略利用市场在特定星期几经常表现出的规律。 有些指数在周中较强，而周一或周五相对疲软。 根据历史倾向，在开盘时入场并在收盘前平仓。 设置适度的止损，以防当日模式失效出现异常走势。

测试表明年均收益约为 85%，该策略在加密市场表现最佳。

细节

  • 入场条件：日历效应触发
  • 多/空：均可
  • 退出条件：止损或反向信号
  • 止损：是，按百分比
  • 默认值:
    • CandleType = 15分钟
    • StopLossPercent = 2 由于市场全天交易，日期按UTC日计算；入场发生在当日第一根K线收盘时。 周二至周四做多，周一和周五做空；仓位在当日最后一根K线平仓，周末不交易。
  • 过滤器:
    • 类别：季节性
    • 方向：双向
    • 指标：季节性
    • 止损：有
    • 复杂度：中等
    • 时间框架：日内
    • 季节性：是
    • 神经网络：否
    • 背离：否
    • 风险等级：中等
using System;
using System.Collections.Generic;

using Ecng.Common;

using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;

namespace StockSharp.Samples.Strategies;

/// <summary>
/// Day of Week strategy.
/// Days are UTC days of a market that trades around the clock.
/// At the close of each weekday's first candle it buys on Tuesday, Wednesday and Thursday and sells short on Monday and Friday;
/// the position closes at the day's last candle, and a percent stop limits the loss. Weekends are not traded.
/// </summary>
public class DayOfWeekStrategy : Strategy
{
	private readonly StrategyParam<decimal> _stopLossPercent;
	private readonly StrategyParam<DataType> _candleType;

	private DateTime? _day;

	/// <summary>
	/// Stop-loss percentage.
	/// </summary>
	public decimal StopLossPercent
	{
		get => _stopLossPercent.Value;
		set => _stopLossPercent.Value = value;
	}

	/// <summary>
	/// Candle type.
	/// </summary>
	public DataType CandleType
	{
		get => _candleType.Value;
		set => _candleType.Value = value;
	}

	/// <summary>
	/// Constructor.
	/// </summary>
	public DayOfWeekStrategy()
	{
		_stopLossPercent = Param(nameof(StopLossPercent), 2m)
			.SetNotNegative()
			.SetDisplay("Stop Loss %", "Stop loss percentage from entry price", "Risk");

		_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(15).TimeFrame())
			.SetDisplay("Candle Type", "Type of candles to use", "General");
	}

	/// <inheritdoc />
	public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
	{
		return [(Security, CandleType)];
	}

	/// <inheritdoc />
	protected override void OnReseted()
	{
		base.OnReseted();
		_day = null;
	}

	/// <inheritdoc />
	protected override void OnStarted2(DateTime time)
	{
		base.OnStarted2(time);

		_day = null;
		var subscription = SubscribeCandles(CandleType);
		subscription
			.Bind(ProcessCandle)
			.Start();

		StartProtection(new Unit(), new Unit(StopLossPercent, UnitTypes.Percent), useMarketOrders: true, isLocalStop: true);

		// The stop has to see prices between candles, not only at their close.
		foreach (var field in new[] { Level1Fields.BestBidPrice, Level1Fields.BestAskPrice })
		{
			var quotes = new Subscription(DataType.Level1, Security);
			quotes.MarketData.BuildField = field;
			SubscribeLevel1(quotes).Bind(ObserveProtectionQuote).Start();
		}

		var area = CreateChartArea();
		if (area != null)
		{
			DrawCandles(area, subscription);
			DrawOwnTrades(area);
		}
	}

	private void ObserveProtectionQuote(Level1ChangeMessage quote)
	{
		// The high-level handler activates native protection before this callback, also between signal bars.
	}

	private void ProcessCandle(ICandleMessage candle)
	{
		if (candle.State != CandleStates.Finished)
			return;

		var day = candle.OpenTime.Date;
		var firstOfDay = _day != day;

		if (firstOfDay)
		{
			_day = day;
		}

		// The candle is the day's last when the next one would open on another day.
		var frame = CandleType.Arg is TimeSpan tf ? tf : TimeSpan.Zero;
		var lastOfDay = (candle.OpenTime + frame).Date != day;

		if (!IsFormedAndOnlineAndAllowTrading())
			return;

		if (Position != 0)
		{
			if (lastOfDay)
			{
				if (Position > 0)
					SellMarket(Position);
				else
					BuyMarket(-Position);
			}

			return;
		}

		if (!(firstOfDay && day.DayOfWeek is >= DayOfWeek.Monday and <= DayOfWeek.Friday))
			return;

		if ((day.DayOfWeek is DayOfWeek.Monday or DayOfWeek.Friday ? -1 : 1) > 0)
			BuyMarket(Volume);
		else
			SellMarket(Volume);
	}
}