Stock Portfolio Organizer

The ultimate porfolio management solution.

Shares, Margin, CFD's, Futures and Forex
EOD and Realtime
Dividends and Trust Distributions
And Much More ....
For Portfolio Manager Click Here

WiseTrader Toolbox

#1 Selling Amibroker Plugin featuring:

Advanced Adaptive Indicators
Advanced Pattern Exploration
Neural Networks
And Much More ....
Find Out More Here

Arnaud Legoux Moving Average for Amibroker (AFL)

Rating:
4 / 5 (Votes 4)
Tags:
amibroker, moving average

ALMA (Arnaud Legoux Moving Average) is an Free Open Source Zero-phase Digital filter formula which has been created by Arnaud Legoux and Dimitrios Kouzis-Loukas. It uses a Gaussian distribution shifted with an offset so that it’s not evenly centered on the window but biased towards the more recent days.

The ALMA is a Moving Average which performs better than the HMA. ALMA is inspired by the Gaussian Filters and it attacks a fundamental assumption of the Moving Averages we described before.

Similar Indicators / Formulas

Hull Moving Average (HMA)
Submitted by kaiji over 14 years ago
Beauty
Submitted by sbtc555 almost 11 years ago
Smoothed MA (SSMA)
Submitted by kelvinhand almost 11 years ago
Trend Scalping System
Submitted by esnataraj about 14 years ago
Buff Volume Weighted Moving Averages
Submitted by kaiji over 14 years ago
Volume wieghted moving average
Submitted by kaiji about 14 years ago

Indicator / Formula

Copy & Paste Friendly
function ALMA(priceField, windowSize, sigma, Offset)
{
	m = floor(Offset * (windowSize - 1));
	s = windowSize / sigma;

	w = 0;
	wSum = 0;

	for(i = 1; i < windowSize; i++)
	{
		w[i] = exp(-((i-m)*(i-m))/(s*s)); // 2 should be there?
		wSum += w[i];
	}

	for(i = 1; i < windowSize; i++)
	{
		w[i] = w[i] / wSum;
	}

	outalma = Null;

	for(j = 0; j < BarCount; j++)
	{
		alSum = 0;

		if(j < windowSize)
		{
			outalma[j] = Null;
		}
		else
		{
			for(i = 1; i < windowSize; i++)
			{
				alSum += priceField[j - (windowSize - 1 - i)] * w[i];
			}

			outalma[j] = alSum;
		}
	}
	
	return outalma;
}

p = ParamField("Price Field");
windowSize = Param("Window Size", 9, 5, 201, 2);
sigma = Param("Sigma", 6, 1, 20);
Offset = Param("Offset", 0.85, 0.05, 1.0, 0.05);

Plot(ALMA(p, windowSize, sigma, Offset), "ALMA", ParamColor("Color",
colorBlue), ParamStyle("Style"));

5 comments

1. rmike

vivekjain,

It says a lot about your ethics that you did not feel the need to acknowledge the original coder of this AFL. However, this particular implementation of ALMA in amibroker is not quite accurate. The correct accurate implementation of ALMA in conformance with Ninja Trader and Meta Trader releases by the original developers of ALMA i.e Arnaud & Legoux has been submitted by me so that amibroker users can also benefit.

2. isfandi

just one word, this is fantastic

3. empottasch

ALMA can be coded using the FIR function. By accident I bumped into this writing:

http://www.amibroker.com/guide/afl/fir.html

which does not seem to pop up when you look in the manual. FIR allows you to do a convolution of an input array with a some smaller function like a Gaussian window type function. resulting code:

windowSize=Param("Window Size",9,5,201,2);
sigma=Param("Sigma",6,1,20);
Offset=Param("Offset",0.85,0.05,1.0,0.05);
 
function ALMA_AFL(input,range,Offset,sigma) 
{ 
	local m,im,s,Coeff; 
	m=floor(Offset*(range-1));
	s=range/sigma; 
	
	for(i=0;i<Min(range,BarCount); i++ )
	{ 
		im=i-m;
		Coeff[i]=exp(-(im*im)/(2*s*s));
	} 
	return FIR(input,Coeff,range); 
}

rr=ALMA_AFL(C,windowSize,Offset,sigma);

SetChartOptions(0, chartShowDates);
Plot(C, "Close",colorLightGrey,styleCandle);
Plot(rr,"",colorBlue,1);

4. empottasch

in fact it can be programmed using:

ws=Param("Window Size",9,5,201,2);
sigma=Param("Sigma", 6, 1, 20,1);
Offset=Param("Offset",0.85,0,1.0,0.05);
bi=BarIndex();

m=floor(Offset*(ws-1));
s=ws/sigma;
window=IIf(bi<ws,(Cum(1)-1)-m,0);
window=IIf(bi<ws,exp(-(window^2)/(2*s^2)),0);
rr=FIR (C,window,ws); 

SetChartOptions(0, chartShowDates);
Plot(C,"Close",colorLightGrey,styleCandle);
Plot(rr,"ALMA",colorBlue,1);
5. mrnakar@gmail.com

give s error
Error

Leave Comment

Please login here to leave a comment.

Back