Mittagsumkehr-Strategie
Die Mittagsumkehr sucht nach Wendepunkten, die gegen Mittag auftreten, wenn Morgendliche Trends oft erschöpft sind. Die Liquidität trocknet typischerweise in der Mitte der Sitzung aus, was zu Umkehrungen führt, wenn Trader Positionen glattstellen.
Tests zeigen eine durchschnittliche jährliche Rendite von etwa 121%. Sie funktioniert am besten im Kryptomarkt.
Das System überwacht eine Momentumverschiebung gegen Mittag und tritt entgegen der Morgenrichtung ein.
Ein prozentualer Stop kontrolliert das Risiko, und Positionen werden geschlossen, wenn sich die Umkehr bis zum Nachmittag nicht entwickelt.
Details
- Einstiegskriterien: Indikatorsignal
- Long/Short: Beide
- Ausstiegskriterien: Stop-Loss oder entgegengesetztes Signal
- Stops: Ja, prozentbasiert
- Standardwerte:
CandleType= 15 minuteStopLossPercent= 2MiddayHour= 12AfternoonHour= 16 Der Markt handelt rund um die Uhr, daher ist die Sitzung der UTC-Tag. Die Morgenbewegung ist die Veränderung von der Tageseröffnung bis zum Schluss der Kerze, die um MiddayHour endet. Zwischen MiddayHour und AfternoonHour steigt die Strategie einmal gegen diese Bewegung ein, auf der ersten Kerze, die gegen sie schließt, und schließt die Position um AfternoonHour.
- Filter:
- Kategorie: Intraday
- Richtung: Beide
- Indikatoren: Price Action
- Stops: Ja
- Komplexität: Mittel
- Zeitrahmen: Intraday
- Saisonalität: Nein
- Neuronale Netze: Nein
- Divergenz: Nein
- Risikolevel: Mittel
using System;
using System.Collections.Generic;
using System.Linq;
using Ecng.Common;
using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
namespace StockSharp.Samples.Strategies;
/// <summary>
/// Midday Reversal strategy.
/// The market trades around the clock, so the session is the UTC day.
/// The morning move runs from the UTC day's open to the close at MiddayHour. From then until AfternoonHour, the first candle that closes
/// against that move opens a position against it, once a day. The position closes at the candle ending at AfternoonHour,
/// and a percent stop limits the loss.
/// </summary>
public class MiddayReversalStrategy : Strategy
{
private readonly StrategyParam<int> _middayHour;
private readonly StrategyParam<int> _afternoonHour;
private readonly StrategyParam<decimal> _stopLossPercent;
private readonly StrategyParam<DataType> _candleType;
private DateTime? _day;
private decimal _dayOpen;
private int _morning;
private bool _tradedToday;
/// <summary>
/// UTC hour that ends the morning.
/// </summary>
public int MiddayHour
{
get => _middayHour.Value;
set => _middayHour.Value = value;
}
/// <summary>
/// UTC hour by which the reversal must have worked.
/// </summary>
public int AfternoonHour
{
get => _afternoonHour.Value;
set => _afternoonHour.Value = value;
}
/// <summary>
/// Stop loss percentage from entry price.
/// </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 MiddayReversalStrategy()
{
_middayHour = Param(nameof(MiddayHour), 12)
.SetRange(0, 23)
.SetDisplay("Midday Hour", "UTC hour that ends the morning", "Session");
_afternoonHour = Param(nameof(AfternoonHour), 16)
.SetRange(0, 23)
.SetDisplay("Afternoon Hour", "UTC hour by which the reversal must have worked", "Session");
_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;
_morning = 0;
_tradedToday = false;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_day = null;
_dayOpen = default;
_morning = 0;
_tradedToday = false;
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 ClosePosition()
{
if (Position > 0)
SellMarket(Position);
else if (Position < 0)
BuyMarket(-Position);
}
private void ProcessCandle(ICandleMessage candle)
{
if (candle.State != CandleStates.Finished)
return;
var day = candle.OpenTime.Date;
var firstOfDay = _day != day;
if (firstOfDay)
{
_day = day;
_dayOpen = candle.OpenPrice;
_morning = 0;
_tradedToday = false;
}
var frame = CandleType.Arg is TimeSpan tf ? tf : TimeSpan.Zero;
var closeTime = candle.OpenTime + frame;
var endsAtMidday = closeTime == day.AddHours(MiddayHour);
if (endsAtMidday)
_morning = Math.Sign(candle.ClosePrice - _dayOpen);
if (!IsFormedAndOnlineAndAllowTrading())
return;
if (Position != 0)
{
if (closeTime >= day.AddHours(AfternoonHour))
ClosePosition();
return;
}
var window = closeTime > day.AddHours(MiddayHour) && closeTime < day.AddHours(AfternoonHour);
if (!window || _tradedToday || _morning == 0)
return;
var direction = Math.Sign(candle.ClosePrice - candle.OpenPrice);
if (direction == -_morning)
{
if (_morning > 0)
SellMarket(Volume);
else
BuyMarket(Volume);
_tradedToday = true;
}
}
}
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, Decimal
from StockSharp.Messages import DataType, CandleStates, Unit, UnitTypes, Level1Fields
from StockSharp.BusinessEntities import Subscription
from StockSharp.Algo.Strategies import Strategy
class midday_reversal_strategy(Strategy):
"""
Midday Reversal strategy.
The market trades around the clock, so the session is the UTC day.
The morning move runs from the UTC day's open to the close at MiddayHour. From then until AfternoonHour, the first candle that closes
against that move opens a position against it, once a day. The position closes at the candle ending at AfternoonHour,
and a percent stop limits the loss.
"""
def __init__(self):
super(midday_reversal_strategy, self).__init__()
self._midday_hour = self.Param("MiddayHour", 12).SetRange(0, 23).SetDisplay("Midday Hour", "UTC hour that ends the morning", "Session")
self._afternoon_hour = self.Param("AfternoonHour", 16).SetRange(0, 23).SetDisplay("Afternoon Hour", "UTC hour by which the reversal must have worked", "Session")
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._day_open = Decimal(0)
self._morning = 0
self._traded_today = False
def OnReseted(self):
super(midday_reversal_strategy, self).OnReseted()
self._reset_state()
def OnStarted2(self, time):
super(midday_reversal_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 _close_position(self):
if self.Position > 0:
self.SellMarket(self.Position)
elif self.Position < 0:
self.BuyMarket(-self.Position)
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:
self._day = day
self._day_open = candle.OpenPrice
self._morning = 0
self._traded_today = False
frame = self.candle_type.Arg
close_time = candle.OpenTime + frame
midday = day.AddHours(self._midday_hour.Value)
afternoon = day.AddHours(self._afternoon_hour.Value)
if close_time == midday:
self._morning = 1 if candle.ClosePrice > self._day_open else (-1 if candle.ClosePrice < self._day_open else 0)
if not self.IsFormedAndOnlineAndAllowTrading():
return
if self.Position != 0:
if close_time >= afternoon:
self._close_position()
return
window = close_time > midday and close_time < afternoon
if not window or self._traded_today or self._morning == 0:
return
direction = 1 if candle.ClosePrice > candle.OpenPrice else (-1 if candle.ClosePrice < candle.OpenPrice else 0)
if direction == -self._morning:
if self._morning > 0:
self.SellMarket(self.Volume)
else:
self.BuyMarket(self.Volume)
self._traded_today = True
def CreateClone(self):
return midday_reversal_strategy()