周二逆转策略
“周二逆转”指市场在周一大跌后第二天往往出现反弹的倾向。 这种现象通常归因于周末情绪过度导致的抛售,随后在周二出现修正。 因此策略在周二开盘买入周一走弱的市场,只持有当日或达到小幅盈利目标即离场。 止损设置较紧,以防反弹未现时继续下跌。
测试表明年均收益约为 91%,该策略在股票市场表现最佳。
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ProfitTargetPercent= 1StopLossPercent= 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。 周一收盘低于开盘即视为下跌;周二的多单在当日最后一根K线或收盘价高于入场价 ProfitTargetPercent 时平仓。
- 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>
/// Turnaround Tuesday strategy.
/// Days are UTC days of a market that trades around the clock.
/// When Monday closed below its open, it buys at the close of Tuesday's first candle and sells at Tuesday's last candle
/// or once the close reaches ProfitTargetPercent above the entry; a percent stop limits the loss.
/// </summary>
public class TurnaroundTuesdayStrategy : Strategy
{
private readonly StrategyParam<decimal> _profitTargetPercent;
private readonly StrategyParam<decimal> _stopLossPercent;
private readonly StrategyParam<DataType> _candleType;
private DateTime? _day;
private decimal _dayOpen;
private decimal _dayClose;
private DateTime? _prevDay;
private decimal _prevDayOpen;
private decimal _prevDayClose;
private decimal _entryPrice;
/// <summary>
/// Close once the price is this far above the entry, in percent.
/// </summary>
public decimal ProfitTargetPercent
{
get => _profitTargetPercent.Value;
set => _profitTargetPercent.Value = value;
}
/// <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 TurnaroundTuesdayStrategy()
{
_profitTargetPercent = Param(nameof(ProfitTargetPercent), 1m)
.SetGreaterThanZero()
.SetDisplay("Profit Target %", "Close once the price is this far above the entry, in percent", "Calendar");
_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;
_dayOpen = default;
_dayClose = default;
_prevDay = null;
_prevDayOpen = default;
_prevDayClose = default;
_entryPrice = default;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_day = null;
_dayOpen = default;
_dayClose = default;
_prevDay = null;
_prevDayOpen = default;
_prevDayClose = default;
_entryPrice = default;
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)
{
if (_day is DateTime previousDay)
{
_prevDay = previousDay;
_prevDayOpen = _dayOpen;
_prevDayClose = _dayClose;
}
_day = day;
_dayOpen = candle.OpenPrice;
}
_dayClose = candle.ClosePrice;
// 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 || candle.ClosePrice >= _entryPrice * (1 + ProfitTargetPercent / 100m))
{
if (Position > 0)
SellMarket(Position);
else
BuyMarket(-Position);
}
return;
}
if (!(firstOfDay && day.DayOfWeek == DayOfWeek.Tuesday && _prevDay == day.AddDays(-1) && _prevDayClose < _prevDayOpen))
return;
if ((1) > 0)
BuyMarket(Volume);
else
SellMarket(Volume);
_entryPrice = candle.ClosePrice;
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
clr.AddReference("StockSharp.BusinessEntities")
from System import TimeSpan, DateTime, DayOfWeek, Decimal
from StockSharp.Messages import DataType, CandleStates, Unit, UnitTypes, Level1Fields
from StockSharp.BusinessEntities import Subscription
from StockSharp.Algo.Strategies import Strategy
class turnaround_tuesday_strategy(Strategy):
"""
Turnaround Tuesday strategy.
Days are UTC days of a market that trades around the clock.
When Monday closed below its open, it buys at the close of Tuesday's first candle and sells at Tuesday's last candle
or once the close reaches ProfitTargetPercent above the entry; a percent stop limits the loss.
"""
def __init__(self):
super(turnaround_tuesday_strategy, self).__init__()
self._profit_target_percent = self.Param("ProfitTargetPercent", 1.0).SetGreaterThanZero().SetDisplay("Profit Target %", "Close once the price is this far above the entry, in percent", "Calendar")
self._stop_loss_percent = self.Param("StopLossPercent", 2.0).SetNotNegative().SetDisplay("Stop Loss %", "Stop loss percentage from entry price", "Risk")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(15))).SetDisplay("Candle Type", "Type of candles to use", "General")
self._reset_state()
@property
def candle_type(self):
return self._candle_type.Value
def _reset_state(self):
self._day = None
self._prev_day = None
self._prev_day_open = Decimal(0)
self._prev_day_close = Decimal(0)
self._entry_price = Decimal(0)
self._day_open = Decimal(0)
self._day_close = Decimal(0)
def OnReseted(self):
super(turnaround_tuesday_strategy, self).OnReseted()
self._reset_state()
def OnStarted2(self, time):
super(turnaround_tuesday_strategy, self).OnStarted2(time)
self._reset_state()
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(self._process_candle).Start()
self.StartProtection(Unit(), Unit(Decimal(self._stop_loss_percent.Value), UnitTypes.Percent), useMarketOrders=True, isLocalStop=True)
# The stop has to see prices between candles, not only at their close.
for field in (Level1Fields.BestBidPrice, Level1Fields.BestAskPrice):
quotes = Subscription(DataType.Level1, self.Security)
quotes.MarketData.BuildField = field
self.SubscribeLevel1(quotes).Bind(self._observe_protection_quote).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawOwnTrades(area)
def _observe_protection_quote(self, quote):
# The high-level handler activates native protection before the callback, including between bars.
pass
def _process_candle(self, candle):
if candle.State != CandleStates.Finished:
return
day = candle.OpenTime.Date
first_of_day = self._day is None or self._day != day
if first_of_day:
if self._day is not None:
self._prev_day = self._day
self._prev_day_open = self._day_open
self._prev_day_close = self._day_close
self._day = day
self._day_open = candle.OpenPrice
self._day_close = candle.ClosePrice
# The candle is the day's last when the next one would open on another day.
frame = self.candle_type.Arg
last_of_day = (candle.OpenTime + frame).Date != day
if not self.IsFormedAndOnlineAndAllowTrading():
return
if self.Position != 0:
if last_of_day or candle.ClosePrice >= self._entry_price * (Decimal(1) + Decimal(self._profit_target_percent.Value) / Decimal(100)):
if self.Position > 0:
self.SellMarket(self.Position)
else:
self.BuyMarket(-self.Position)
return
if not (first_of_day and day.DayOfWeek == DayOfWeek.Tuesday and self._prev_day is not None and self._prev_day == day.AddDays(-1) and self._prev_day_close < self._prev_day_open):
return
if (1) > 0:
self.BuyMarket(self.Volume)
else:
self.SellMarket(self.Volume)
self._entry_price = candle.ClosePrice
def CreateClone(self):
return turnaround_tuesday_strategy()