Moving Averages Linear CombinatorLinearly combining moving averages can provide relatively interesting results such as a low-lagging moving averages or moving averages able to produce more pertinent crosses with the price.
As a remainder, a linear combination is a mathematical expression that is based on the multiplication of two variables (or terms) with two coefficients (also called scalars when working with vectors) and adding the results, that is:
ax + by
This expression is a linear combination , with x/y as variables and a/b as coefficients. Lot of indicators are made from linear combinations of moving averages, some examples include the double/triple exponential moving average, least squares moving average and the hull moving average.
Today proposed indicator allow the user to combine many types of moving averages together in order to get different results, we will introduce each settings of the indicator as well as how they affect the final output.
Explaining The Effects Of Linear Combinations
There are various ways to explain why linear combination can produce low-lagging moving averages, lets take for example the linear combination of a fast SMA of period p/2 and slow simple moving average of period p , the linear combination of these two moving averages is described as follows:
MA = 2SMA(p/2) + -1SMA(p)
Which is equivalent to:
MA = 2SMA(p/2) - SMA(p) = SMA(p/2) + SMA(p/2) - SMA(p)
We can see the above linear combinations consist in adding a bandpass filter to the fast moving average, which of course allow to reduce the lag. It is important to note that lag is reduced when the first moving average term is more reactive than the second moving average term. In case we instead use:
MA = -2SMA(p/2) + 1SMA(p)
we would have a combination between a low-pass and band-reject filter.
The Indicator
The indicator is based on the following linear combination:
Coeff × LeadingMA(length) - (Coeff-1) × LaggingMA(length)
The length setting control both moving averages period, leading control the type of moving average used as leading MA, while lagging control the type of MA used as lagging moving average, in order to get low lag results the leading MA should be more reactive than the lagging MA. Coeff control the coefficients of the linear combination, with higher values of coeff amplifying the effects of the linear combination, negative values of coeff would make a low-lag moving average become a lagging moving average, coeff = 1 return the leading MA, coeff = -1 return the lagging MA. The leading period divisor allow to divide the period of the leading MA by the selected number.
The types of moving average available are: simple, exponentially weighted, triangular, least squares, hull and volume weighted. The lagging MA allow you to select another MA on the chart as input.
length = 100, leading period divisor = 2, coeff = 2, with both MA type = SMA. Using coeff = -2 instead would give:
You can select "Plot leading and lagging" in order to show the leading and lagging MA.
Conclusion
The proposed tool allow the user to create a custom moving averages by making use of linear combination. The script is not that useful when you think about it, and might maybe be one of my worst, as it is relatively impractical, not proud of it, but it still took time to make so i decided to post it anyway.
Sma
Multi moving average (by S. G. Lee)- Multi moving average with one indicator
- You can choose SMA/EMA
- You can change length
- You can change color, thickness
GMS: Moving Average IndicatorThis is a moving average indicator built the way I would want it. There are 3 moving averages with On/Off toggles. It makes it easier than having to add each one separately over and over. Now it's nice and easy all in one spot!
- The moving averages are SMA, EMA, WMA, VWMA and can select anyone for each of the 3 moving averages.
- You can also select the data used for the moving averages (OHLC etc.)
Source code should be open, so feel free to take a look and use it for you own project or ideas.
I hope this helps!
Andre
GMS: Moving Average Crossover StrategyThis is a moving average crossover system built the way I would want it to be.
- The moving averages included are SMA, EMA, WMA, VWMA.
- You can select either for the first moving average or the second moving average.
- You can also select to see the Long trades, Short trades, or both at the same time.
- There is also a simple moving average trend filter. When this is selected, it only applies to the entries of a trade and not the exit. There are situations where the entry is above the trend filter and the exit is below.
The source code should be open so feel free to adapt it, make it more efficient, or take some part for your own project!
I hope it helps,
Andre
MACD AND SMA COMBINATION StrategyHello Everyone This Strategy Base on MACD AND SMA COMBINATION
By Default 3 Percentage TP AND 1 Percentage Sl & quantity 500
By Default Backtesting Starting Time 1 Jan 2020 and end time 31 Dec 2020
You Can also change everything.
In future, I will Enhance this Strategy
if you have any suggestion Mention There Thank you so much
Multiple Timeframe Five Moving AveragesThis allows you to plot up to 5 moving averages on your chart at once. You can either use the chart's current timeframe or select a custom timeframe for your 5 moving averages (for example, you can see the 200DMA on your 4h chart without having to adjust the moving average length). You can also choose amongst SMA , EMA , and HULLMA for each MA.
[fikira] Volume + MTF MAVolume normally has 1 Moving Average (standard orange coloured)
This script gives 1 extra Moving Average (default blue coloured)
BOTH MA can be shown with Multi Time Frames,
based on the most excellent work of "PineCoders"
(MTF Selection Framework functions)!
This can provide more insights, also the crossovers can be interesting!
So, default there are 2 MA's of the present Time Frame + extra 2 TF's of these MA's
(default 2 and 4 times of the present TF)
All can be enabled/disabled,
Only 1 MA:
With labels and values:
Here 2 MA but + only 1 extra TF:
[fikira] Fibma/Fibema StrategyMy strategy regarding the Fibma/Fibema lines (also see my Fibma/Fibema study)
You can enable/disable each strategy to see what
works best in what timeframe
Thanks!
[fikira] Fibonacci MA / EMA's (Fibma / Fibema)I've made SMA/EMA's NOT based on the principle of the 2(1+1), 3(2+1),
5(3+2), 8(5+3), 13(8+5), 21(13+8), 34(21+13), 55(34+21), ... numbers,
but based on these following Fibonacci numbers:
0,236
0,382
0,500
0,618
0,764
1
Ending up with 2 series of Fibma / Fibema:
"Tiny Fibma / Fibema":
24, 38, 50, 62, 76, 100
"Big Fibma / Fibema":
236, 382, 500, 618, 764, 1000
IMHO it is striking how these lines often act as Resistance/Support,
although (except the 50, 100 & 500) they are not typical MA/EMA's.
They perform very well on every Timeframe as well!
Week:
3 Days:
1 Day:
4h:
1h:
Even on the 15 minutes:
Or 5':
Things to watch for:
Price compared to the Tiny or Big Fibma / Fibema (below or above)
Price compared to important Fibma / Fibema (for example below or
above MA 236, MA 764, MA 1000, ...)
Crossing of Fibma / Fibema 24/76, 236/764 and 38/62, 382/618
(bullish crossover = Lime coloured "cloud", bearish crossunder = Red coloured "cloud"),
...
I've made a change in barcolor if the close crosses the "Big Fibma / Fibema 500"
If price closes above MA/EMA 500, the first bar is yellow coloured,
if price stays above this level, candles are coloured lime/orange (= very bullish)
If price closes under MA/EMA 500, the first bar is purple,
if price stays under this level, candles are standard coloured (= very bearish)
Strategy will follow,
Thanks!
5 MAThis indicator can help you out to check for entry points, taking in concideracion ema cross, providing you an alert before the entry and as doble check once you get the confirmation you will be able to put you order
MA Medias Pacman V1The indicator shows the cross of 2 medias, when the moving average lines cross, a small circle is shown on screen, this is useful when you work with small timeframes. This script helps you to find the small trends. You can combine it with rsi or macd.
SMA by KGS 5 MA's in 1 indicatorIn this indicator you can use 5 moving averages in a single indicator.
You can also adjust the moving averages time period and color code.
Turning on/off is also available as per your convenience.
Genesis 20/200 Trend ScalperThis is a 20 / 200 SMa trend scalper, works on all time frames to Identify Trend and short/long scalp opportunities. The Indicator is very simple and it includes the following
20 SMA
100 SMA
200 SMA
when the 20 SMA is green and above the 200 SMA go long...When the 20 SMA is red and below the 200 SMA then short.
Simple Moving Average - ATR Trailing StopThe old adage goes "Cut losers fast and let the winners run"
With this in mind, this will plot a dynamic trailing stop by subtracting any multiplier of the Average True Range (ATR) from the SMA of your choice.
Chingas EMA/MA - White BackgroundI use a lot of Black Background as well as a lot of White background charts. Therefor when I made the Black Background version, I'd have to change all the settings when I was on a White Background. And thus, the White Version was born!
Those who love their Dynamic Support and Resistance will hopefully find some value with this indicator.
This is not the end all be all EMA/MA but something that I wanted for myself and figured some other traders may like to use it as well.
I have one for BLACK Background as well and that has already beed posted.
By Default I have the following EMAs:
9
21
50
70
100
200
By default I have the following SMAs:
20
50
100
200
350
www.dropbox.com
www.dropbox.com
If you go into your settings and select
INDICATOR NAME LABEL and
INDICATOR LAST VALUE
then you will be able to see a super easy and super clean representation on your scale for exactly which EMA/MA you want the value of.
www.dropbox.com
Obviously you can change the colors to whatever you want and you can change the source to whatever you want.
You can also change the length to whatever you want but the names are coded in. In other-words if you want to use a 99 EMA instead of a 100, you can change it to 99 from 100 BUT the name will always be 100.
Enjoy.
Chingas EMA/MA - Black BackgroundThose who love their Dynamic Support and Resistance will hopefully find some value with this indicator.
This is not the end all be all EMA/MA but something that I wanted for myself and figured some other traders may like to use it as well.
I have one for WHITE Background as well and I'll post that shortly.
By Default I have the following EMAs:
9
21
50
70
100
200
By default I have the following SMAs:
20
50
100
200
350
www.dropbox.com
www.dropbox.com
If you go into your settings and select INDICATOR NAME LABEL and INDICATOR LAST VALUE then you will be able to see a super easy and super clean representation on your scale for exactly which EMA/MA you want the value of.
www.dropbox.com
Obviously you can change the colors to whatever you want and you can change the source to whatever you want.
You can also change the length to whatever you want but the names are coded in. In other-words if you want to use a 99 EMA instead of a 100, you can change it to 99 from 100 BUT the name will always be 100.
Enjoy.
FALSE BREAKOUT NO PROBLEM !! CHK TWIN MOV AVG SEGREGATED RIBBON PROBLEM DEFINITION 1 : To Avoid False Breakouts
PROBLEM DEFINITION 2 : To Ascertain if the trend has changed when a Stock opens with a Gap up or Gap Down
## PROBABLE SOLUTION : Use a Moving Average with lot of latency
## PROBLEM WITH ABOVE SOLUTION : Misses on lot of trades, Late exits leads to drain on winning trades
S O L U T I O N
An Indicator which plots two different types of Moving Averages at the same time
For the MA length 5-100 a fast plot of choice
For the MA Length 110-200 a plot with a lag to ascertain the trend
And then ONE LAST MAN STANDING with even bigger MA length for a lagging indicator to save the day
This indicator gives one 9X9 = 81 Permutation Combinations to look at the markets
One can devise strategies basis if one particular MA Type has crossed another MA Type
Feel free to post the strategies you have come out with!
//// CREDITS AND ACKNOWLEDGEMENTS //////////////////////////////////////////////////////////////////
Following contributors helped the author ::
Credits to Neobutane for his Multiple Type Mov. Avg. Guppy at ......
hxxps://www.tradingview.c0m/script/UQAv1U0c-MA-Study-Different-Types-and-More-NeoButane/
Credits to Jose5770 for sharing Jurik MA code at .....
hxxps://www.tradingview.c0m/script/uqYvkHna-Trend-Direction-Force-Index/
Appreciate and Thank You for sharing your work.
//////////////////////////////////////////////////////////////////////////////////////////////////////
P.S You might notice in the code that the few plots are skipped. It is done to fasten the indicator without compromising
on the functionality
Borjas Tarh EMA/SMA Combo MTFBorjas Tarh EMA/SMA Combo MTF
Include 4 Sets of EMA s & SMA s which can apply to multiple Time Frames .
Each Moving Average can be edited or be toggled. So you can watch specific EMA s/ SMA s on other Time Frames .
© mrhashem
© Borjas Tarh Company
unRekt - KISS CrossKISS Cross is a moving average crossover and is part of the ''keeping it simple' series that have a similar color scheme. With this indicator you can select the moving average you'd like to use either SMA, EMA, WMA, or VWMA. Each moving average can be turned on or off and input changed. The first two MA's will change color on the cross from green to red depending on cross up or a cross down.
Functions Allowing Series As Length - PineCoders FAQ█ WARNING
Improvements to the following Pine built-ins have deprecated the vast majority of this publication's functions, as the built-ins now accept "series int" `length` arguments:
ta.wma()
ta.linreg()
ta.variance()
ta.stdev()
ta.correlation()
NOTE
For an EMA function that allows a "series int" argument for `length`, please see `ema2()` in the ta library by TradingView .
█ ORIGINAL DESCRIPTION
Pinescript requires many of its built-in functions to use a simple int as their period length, which entails the period length cannot vary during the script's execution. These functions allow using a series int or series float for their period length, which means it can vary on each bar.
The functions shared in this script include:
Rolling sum: Sum(src,p)
Simple moving average: Sma(src,p)
Rolling variance: Variance(src,p)
Rolling standard deviation: Stdev(src,p)
Rolling covariance: Covariance(x,y,p)
Rolling correlation: Correlation(x,y,p)
If p is a float then it is rounded to the nearest int .
How to Use the Script
Most of the functions in the script are dependent on the Sma function. The Correlation function uses the Covariance and Stdev functions. Be sure you include all the required functions in your script.
Make sure the series you use as the length argument is greater than 0, else the functions will return na . When using a series as length argument, the following error might appear:
Pine cannot determine the referencing length of a series. Try using max_bars_back in the study or strategy function.
This can be frequent if you use barssince(condition) where condition is a relatively rare event. You can fix it by including max_bars_back=5000 in your study declaration statement as follows:
study("Title",overlay=true,max_bars_back=5000)
Example
The chart shows the Sma , Stdev , Covariance and Correlation functions. The Sma uses the closing price as input and bars as period length where:
bars = barssince(change(security(syminfo.tickerid,"D",close ,lookahead=true)))
The Stdev uses the closing price as input and bars + 9 as period length. The Covariance and Correlation use the closing price as x and bar_index as y , with bars + 9 as period length.
Look first. Then leap.
CryptoBandsGuru MultiColor Bollinger BandsHere are my Bollinger Bands that come with 2 std dev bands and a variety of moving averages. The bands can have shading between the bands and the middle section can be shaded.
Moving Averages include:
SMA
EMA
Weighted
Hull
Symmetrical
Volume Weighted
Wilder
Right now my 2 favorites are the Hull with a std dev of .5 and the Wilder with a std dev of 1.7 and 2.0.
You can get some really good signals buy putting both on the same chart. The faster Hull will move above and below the slower Wilder and show good price action.
CHK TimeSeriesLagReductionFilter[MULTI MA]This script is an improvement on the idea published on " Time Series Lag Reduction Filter "
This script allows users to select the Moving Average of his choice. Helps precise entries and precise exits.
Since every Moving Average is different, play with the settings to get the best fit. If the "Lag Reduce" overshoots bring down the number.
CREDITS ::
TO theheirophant for this idea
TO NEOBUTANE for his MULTI TYPE MOV AVG GUPPY
Thank You NEOBUTANE and Theheirophant.
This is my first publication :)
Sharing few examples what this script can do
