Supported Indicators
Momersion Indicator
Introduction
Oscillator indicator that measures momentum and mean-reversion over a specified period n. sourceHarris, Michael. "Momersion Indicator." Price Action Lab., 13 Aug. 2015. Web.
To view the implementation of this indicator, see the LEAN GitHub repository.
Using MOMERSION Indicator
To create an automatic indicators for MomersionIndicator, call the MOMERSION helper method from the QCAlgorithm class. The MOMERSION method creates a MomersionIndicator object, hooks it up for automatic updates, and returns it so you can used it in your algorithm. In most cases, you should call the helper method in the Initialize method.
public class MomersionIndicatorAlgorithm : QCAlgorithm
{
private Symbol _symbol;
private MomersionIndicator _momersion;
public override void Initialize()
{
_symbol = AddEquity("SPY", Resolution.Daily).Symbol;
_momersion = MOMERSION(_symbol, 10, 20);
}
public override void OnData(Slice data)
{
if (_momersion.IsReady)
{
// The current value of _momersion is represented by itself (_momersion)
// or _momersion.Current.Value
Plot("MomersionIndicator", "momersion", _momersion);
}
}
} class MomersionIndicatorAlgorithm(QCAlgorithm):
def Initialize(self) -> None:
self.symbol = self.AddEquity("SPY", Resolution.Daily).Symbol
self.momersion = self.MOMERSION(self.symbol, 10, 20)
def OnData(self, slice: Slice) -> None:
if self.momersion.IsReady:
# The current value of self.momersion is represented by self.momersion.Current.Value
self.Plot("MomersionIndicator", "momersion", self.momersion.Current.Value)
The following reference table describes the MOMERSION method:
MOMERSION()1/1
MomersionIndicator QuantConnect.Algorithm.QCAlgorithm.MOMERSION (
Symbol symbol,
Nullable<Int32> minPeriod,
Int32 fullPeriod,
*Nullable<Resolution> resolution,
*Func<IBaseData, Decimal> selector
)
Creates a new Momersion indicator.
If you don't provide a resolution, it defaults to the security resolution. If you provide a resolution, it must be greater than or equal to the resolution of the security. For instance, if you subscribe to hourly data for a security, you should update its indicator with data that spans 1 hour or longer.
For more information about the selector argument, see Alternative Price Fields.
For more information about plotting indicators, see Plotting Indicators.
You can manually create a MomersionIndicator indicator, so it doesn't automatically update. Manual indicators let you update their values with any data you choose.
Updating your indicator manually enables you to control when the indicator is updated and what data you use to update it. To manually update the indicator, call the Update method with time/number pair, or an IndicatorDataPoint. The indicator will only be ready after you prime it with enough data.
public class MomersionIndicatorAlgorithm : QCAlgorithm
{
private Symbol _symbol;
private MomersionIndicator _momersion;
public override void Initialize()
{
_symbol = AddEquity("SPY", Resolution.Daily).Symbol;
_momersion = new MomersionIndicator(10, 20);
}
public override void OnData(Slice data)
{
if (data.Bars.TryGeValue(_symbol, out var bar))
{
_momersion.Update(bar.EndTime, bar.Close);
}
if (_momersion.IsReady)
{
// The current value of _momersion is represented by itself (_momersion)
// or _momersion.Current.Value
Plot("MomersionIndicator", "momersion", _momersion);
}
}
} class MomersionIndicatorAlgorithm(QCAlgorithm):
def Initialize(self) -> None:
self.symbol = self.AddEquity("SPY", Resolution.Daily).Symbol
self.momersion = MomersionIndicator(10, 20)
def OnData(self, slice: Slice) -> None:
bar = slice.Bars.get(self.symbol)
if bar:
self.momersion.Update(bar.EndTime, bar.Close)
if self.momersion.IsReady:
# The current value of self.momersion is represented by self.momersion.Current.Value
self.Plot("MomersionIndicator", "momersion", self.momersion.Current.Value)
To register a manual indicator for automatic updates with the security data, call the RegisterIndicator method.
public class MomersionIndicatorAlgorithm : QCAlgorithm
{
private Symbol _symbol;
private MomersionIndicator _momersion;
public override void Initialize()
{
_symbol = AddEquity("SPY", Resolution.Daily).Symbol;
_momersion = new MomersionIndicator(10, 20);
RegisterIndicator(_symbol, _momersion, Resolution.Daily);
}
public override void OnData(Slice data)
{
if (_momersion.IsReady)
{
// The current value of _momersion is represented by itself (_momersion)
// or _momersion.Current.Value
Plot("MomersionIndicator", "momersion", _momersion);
}
}
} class MomersionIndicatorAlgorithm(QCAlgorithm):
def Initialize(self) -> None:
self.symbol = self.AddEquity("SPY", Resolution.Daily).Symbol
self.momersion = MomersionIndicator(10, 20)
self.RegisterIndicator(self.symbol, self.momersion, Resolution.Daily)
def OnData(self, slice: Slice) -> None:
if self.momersion.IsReady:
# The current value of self.momersion is represented by self.momersion.Current.Value
self.Plot("MomersionIndicator", "momersion", self.momersion.Current.Value)
The following reference table describes the MomersionIndicator constructor:
MomersionIndicator()1/3
MomersionIndicator QuantConnect.Indicators.MomersionIndicator (
string name,
int? minPeriod,
int fullPeriod
)
Initializes a new instance of the MomersionIndicator class.
MomersionIndicator()2/3
MomersionIndicator QuantConnect.Indicators.MomersionIndicator (
int? minPeriod,
int fullPeriod
)
Initializes a new instance of the MomersionIndicator class.
MomersionIndicator()3/3
MomersionIndicator QuantConnect.Indicators.MomersionIndicator (
int fullPeriod
)
Initializes a new instance of the MomersionIndicator class.
Visualization
The following image shows plot values of selected properties of MomersionIndicator using the plotly library.
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