WeightedMovingAverage
interface cAlgo.API.Indicators
DesktopCLICloud
The Weighted Moving Average is a moving average that gives more weith to the latest values.
Definition
public interface WeightedMovingAverage
Namespace: cAlgo.API.Indicators · Group: Indicators · Implements: MovingAverage, StandardIndicator
Examples
Example 1
private WeightedMovingAverage _weightedMovingAverage;
protected override void OnStart()
{
_weightedMovingAverage = Indicators.WeightedMovingAverage(Bars.ClosePrices, 14);
}
protected override void OnTick()
{
if (Symbol.Bid > _weightedMovingAverage.Result.LastValue)
Print("Bid {0} is above the Weighted Moving Average {1}", Symbol.Bid, _weightedMovingAverage.Result.LastValue);
}
def on_start(self):
self.weightedMovingAverage = api.Indicators.WeightedMovingAverage(api.Bars.ClosePrices, 14)
def on_tick(self):
if api.Symbol.Bid > self.weightedMovingAverage.Result.LastValue:
api.Print(f"Bid {api.Symbol.Bid} is above the Weighted Moving Average {self.weightedMovingAverage.Result.LastValue}")
Example 2
using cAlgo.API;
using cAlgo.API.Indicators;
namespace cAlgo.Robots
{
// This sample cBot shows how to use the Weighted Moving Average indicator
public partial class WeightedMovingAverageSample : Robot
{
private double _volumeInUnits;
private WeightedMovingAverage _fastWeightedMovingAverage;
private WeightedMovingAverage _slowWeightedMovingAverage;
public Position[] BotPositions
{
get
{
return Positions.FindAll(Label);
}
}
protected override void OnStart()
{
_volumeInUnits = Symbol.QuantityToVolumeInUnits(VolumeInLots);
_fastWeightedMovingAverage = Indicators.WeightedMovingAverage(FastMaSource, FastMaPeriod);
_slowWeightedMovingAverage = Indicators.WeightedMovingAverage(SlowMaSource, SlowMaPeriod);
}
protected override void OnBar()
{
if (_fastWeightedMovingAverage.Result.HasCrossedAbove(_slowWeightedMovingAverage.Result, 0))
{
ClosePositions(TradeType.Sell);
ExecuteMarketOrder(TradeType.Buy, SymbolName, _volumeInUnits, Label, StopLossInPips, TakeProfitInPips);
}
else if (_fastWeightedMovingAverage.Result.HasCrossedBelow(_slowWeightedMovingAverage.Result, 0))
{
ClosePositions(TradeType.Buy);
ExecuteMarketOrder(TradeType.Sell, SymbolName, _volumeInUnits, Label, StopLossInPips, TakeProfitInPips);
}
}
private void ClosePositions(TradeType tradeType)
{
foreach (var position in BotPositions)
{
if (position.TradeType != tradeType) continue;
ClosePosition(position);
}
}
}
}
import clr
clr.AddReference("cAlgo.API")
# Import cAlgo API types
from cAlgo.API import *
# Import trading wrapper functions
from robot_wrapper import *
class WeightedMovingAverageSample():
def on_start(self):
self.volumeInUnits = api.Symbol.QuantityToVolumeInUnits(api.VolumeInLots)
self.fastWeightedMovingAverage = api.Indicators.WeightedMovingAverage(api.FastMaSource, api.FastMaPeriod)
self.slowWeightedMovingAverage = api.Indicators.WeightedMovingAverage(api.SlowMaSource, api.SlowMaPeriod)
def on_bar_closed(self):
if Functions.HasCrossedAbove(self.fastWeightedMovingAverage.Result, self.slowWeightedMovingAverage.Result, 0):
self.close_positions(TradeType.Sell)
api.ExecuteMarketOrder(TradeType.Buy, api.SymbolName, self.volumeInUnits, api.Label, api.StopLossInPips, api.TakeProfitInPips)
elif Functions.HasCrossedBelow(self.fastWeightedMovingAverage.Result, self.slowWeightedMovingAverage.Result, 0):
self.close_positions(TradeType.Buy)
api.ExecuteMarketOrder(TradeType.Sell, api.SymbolName, self.volumeInUnits, api.Label, api.StopLossInPips, api.TakeProfitInPips)
def get_bot_positions(self):
return api.Positions.FindAll(api.Label)
def close_positions(self, tradeType):
for position in self.get_bot_positions():
if position.TradeType != tradeType:
continue
api.ClosePosition(position)
{
"AccessRights": "None",
"TimeZone": "UTC",
"Parameters": [
{
"Name": "FastMaSource",
"DisplayName": "Source",
"Type": "DataSeries",
"Group": "Fast MA"
},
{
"Name": "FastMaPeriod",
"DisplayName": "Period",
"Type": "Integer",
"DefaultValue": 9,
"Group": "Fast MA"
},
{
"Name": "SlowMaSource",
"DisplayName": "Source",
"Type": "DataSeries",
"Group": "Slow MA"
},
{
"Name": "SlowMaPeriod",
"DisplayName": "Period",
"Type": "Integer",
"DefaultValue": 20,
"Group": "Slow MA"
},
{
"Name": "VolumeInLots",
"DisplayName": "Volume (Lots)",
"Type": "Double",
"DefaultValue": 0.01,
"Group": "Trade"
},
{
"Name": "StopLossInPips",
"DisplayName": "Stop Loss (Pips)",
"Type": "Double",
"DefaultValue": 10,
"Group": "Trade"
},
{
"Name": "TakeProfitInPips",
"DisplayName": "Take Profit (Pips)",
"Type": "Double",
"DefaultValue": 10,
"Group": "Trade"
},
{
"Name": "Label",
"Type": "String",
"DefaultValue": "Sample",
"Group": "Trade"
}
]
}
Properties
| Name | Description |
|---|---|
ResultDesktopCLICloudIndicatorDataSeries | Gets the resulting time series of the Weighted Moving Average indicator calculation. |
Inherited members
From StandardIndicator: AddToChart, Symbol, TimeFrame, Bars