Dashed Line Moving AveragesHere's a simple script which i concocted using ideas from various authors with the goal of creating a slightly better Moving Average dashed line script imo...I think i managed to do just that and a bit more.. =)
Features:
- Contains one of each VWMA SMA EMA. You can set the input length.
- Ability to set spacing between characters of the plotted moving average line
- Horizontal offset of the moving average lines (just in case)
- Can add any fancy characters that suits your taste e.g ( . , _ , -, !, *, rocket, lava, etc) to the moving average
- If you duplicate the script and modify the "Size" parameter of the plotchar() function's variables with the choices provided in the commented-out code; you can have some fun!
This script is for entertainment & educational purposes only.
Moving
Moving Average Deviation by MGLMoving Average Deviation indicates the deviation of the price from the moving average.
Basic settings:
Period: How many candles are taken into calculation. (Default 12)
Source: Default is close. Indicates that the closing price is taken to calculate the moving average.
The type of moving average is SMA (You cannot change this)
Calculations
The indicator bar is formed as a result of the moving average price substrating from the present price. If the value is positive, the bar will appear above the middle 0 line. If the value is negative, the bar will form below it.
The bars on the indicator histogram will appear above the 0 line when the price of the financial instrument plots over the moving average price.
You will see the bars below the 0 line when the price is beneath the MA price.
The bars will be green in colour when the asset‘s price is rising.
They will be red when the price is diminishing.
--- Español
Moving Average Deviation (o Desviación de la media móvil) indica la desviación del precio desde la media móvil.
Configuración básica:
Periodo: Cuántas velas serán tomadas en el cálculo (Por defecto aparecen 12)
Fuente: Por defecto es "close" o precio de cierre. Indica que el precio de cierre es lo que se toma como parte del cálculo para la media móvil.
El tipo de media móvil es el SMA (No puedes cambiar eso).
Cálculos:
Cada barra se forma de color verde (por defecto) si es superior a la anterior barra. Es roja (por defecto) si es de un precio inferior a la anterior.
Y si el valor es positivo, la barra aparecerá en la parte superior de la línea del cero. En caso sea negativo, la barra se formará por debajo.
Bogdan Ciocoiu - GreuceanuDescription
This indicator is an entry-level script that simplifies volume interpretation for beginning traders.
It is a handy tool that removes all the noise and focuses traders on identifying potential smart money injections.
Uniqueness
This indicator is unique because it introduces the principle of a moving average in the context of volume and then compares it with tick-based volume.
Its uniqueness is reflected in the ability to colour code each volume bar based on the intensity of each relevant (volume) unit whilst comparing it with the volume moving average.
Another benefit of this indicator is the colour coding scheme that removes volume below a particular threshold (default set to 1) under the volume moving average.
In addition to the above features, the indicator differentiates the colour of each bar by price direction.
Open source re-use
To achieve this functionality several open source indicators have been used an integrated within the current one.
High-pass filterHigh-pass filter | Pine Utilities series, ready to be used in "study-on-study" fashion |
Represents the difference between the filter and the original unfiltered data.
How to use:
1) Add a filter to your chart (in this particular case it was 4-pole Gaussian filter implemented by @everget, ty man);
2) Tap ... on your's filter status line and choose "Add study/strategy on ...", then choose High-pass filter. Alternatively, add high-pass filter directly to your chart, then High-pass filter's settings -> Basis -> choose the filter you've applied during the step 1;
3) Choose the source (op2 and hlcc4 are available as well);
4) See the difference (literally).
Peace TV
End Point Moving Average [EPMA]The End Point Moving Average was introduced in the October 95 issue of Technical Analysis of Stocks &
Commodities in the article "The End Point Moving Average", by Patrick E. Lafferty.
The Time Series Forecast takes this value and the slope of the regression line to forecast the next day and then plots this forecasted price as today's value.
For interpretation refer to Mr. Lafferty's article.
Please note
From line 10 starts my personal experemental modifications to this script, all above is original formula by Patrick E. Lafferty.
Momentum RibbonThe Momentum Ribbon is a collection of Moving Averages which indicate the severity of pull-backs in a given market.
As the ribbon spreads apart, it indicates more and more significant support/resistance for a trending market. As it is compressed back together, it displays a blue colour to indicate a "cooling" of trend momentum.
Adjustable Moving Average periods and types! You can customize the parameters of your ribbon to your heart's content!
Moving Average Tool for IndicatorsThis indicator drops up to 2 moving average lines on top of any indicator. There are 11 different moving averages to choose from including 2 of my own, ZLSMA and WMA MOD. It also comes with a fixed scale option so you can lock it to an indicators scale. Simply click the enable button and enter the scale high and low of the indicator you want to track. In most cases it is 100-0. To use this moving average tool just load up any indicator like RSI or MFI etc then load up the Moving Average Tool for Indicators and drop it on top. In the settings choose the indicator you want to track in the source box. Now you can easily find entries and identify trends that were not so obvious.
This is a very handy tool that will extend the usability of all your indicators. It can even track other timeframes. Below is a screenshot working with Awesome Oscillator.
Moving Averages System - DurbtradeMoving Averages System - Durbtrade
1 indicator... customizable.
Displays up to 4 independent Moving Averages (MA's) at once.
Each MA can be 1 of 6 "MA Types" : SMA, EMA, WMA, VWMA, HMA, or DEMA.
There are 7 individual fills...
4 "MA/Source Fills" and 3 "MA/MA Fills".
The "Source" is selectable,
and there is a "Source Plot" option
to display a plot of the source.
No max value for MA "Length".
Each MA has what I call a "Length Multiplier",
and each MA has its own "Offset".
The colors of each MA,
as well as the Source Plot,
can be up/down "Color-Changing", or solid.
"Line Thickness" is unlimited.
Each of the 3 "MA/MA Fills" allow you to select which 2 of the 4 MA's to fill between!
All 7 fills are customizable by above/below colors, and opacity.
All 7 fills include a "Color Swap" option,
in the case that you need to switch the display of the above-color to the below-color,
and the below-color to the above-color!
All plots are scripted to be drawn visually in front of all fills!
Lastly, you can turn off the display of the MA plots and the Source Plot...
allowing the display of only fills!
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Let's take a more detailed look!
First, let's go through the settings, and how to use the Moving Averages System.
You can divide the Inputs tab of the indicator settings into 3 main sections...
1 - Moving Averages
2 - Source Plot, and MA/Source Fills
3 - MA/MA fills
Let's discuss the first section, which is where we set up our MA's.
Here, we see the parameters for our 4 Moving Averages :
All 4 MA's can be customized here in the following ways...
- Toggle ON/OFF by checking the checkbox
- Length
- Length Multiplier
- Type (SMA, EMA, WMA, VWMA, HMA, or DEMA)
- Up/Down Color Change ON/OFF
- Line Thickness
- Offset
(The Plot Styles, Up/Down/Solid Colors, and Opacities of all 4 MA's
are customizable under the Style tab of the indicator settings)
There are no maximum value limitations for Length, Line Thickness, and Offset.
Of note, the "Length Multiplier" multiplies the "Length" value by a chosen integer.
This can be used to incrementally scan a wide spectrum of lengths very quickly.
Or it can be used to maintain ratios while increasing the MA display lengths...
just multiply all lengths by the same number.
It can also be used to easily create a moving average ribbon
by using multiple Moving Average Systems all at once.
Or, it can be another method to set up higher-timeframe MA's on a lower-timeframe chart...
for example, if both the chart and indicator are on the 1Hour timeframe,
you can multiply all of your set lengths by 24
to see the 1Day MA's of those same lengths on the 1Hour chart.
Next, lets look at the second section of the Inputs tab of the indicator settings,
where we edit the "Source Plot" and "MA/Source Fills".
We can turn ON/OFF the "Source Plot" -
which plots a line of the "Source" that you have selected -
and edit the parameters :
Checking the "Source Plot" box turns the "Source Plot" ON/OFF.
You can turn Up/Down Color Change ON/OFF,
and adjust Line Thickness and Offset.
(The Plot Style, Up/Down/Solid Colors, and all Opacities of the Source Plot
are customizable under the Style tab of the indicator settings.)
Next is where you can turn ON/OFF and edit each "MA/Source Fill".
Checking the "MA#1/Source Fill" box turns on the fill between MA#1 and the source.
You can choose the color and opacity for the above-color and the below-color.
Need to switch the display of the two colors?... turn on "Color Swap" to easily do just that.
The remaining 3 MA/Source Fills work in the same exact way...
turning on a fill between the associated MA#, and the source.
In total, there are 4 MA/Source Fills... 1 for each MA.
Note that neither the Source Plot, nor any of the MA's, need to be turned on
in order to use the MA/Source Fills.
Finally, lets look at the third section of the Inputs tab of the indicator settings.
This is where we can edit the 3 "MA/MA Fills".
An MA/MA Fill allows you to select any 2 of the 4 MA's that you have set,
and fill the space between them with color :
Checking the MA/MA Fill box turns ON/OFF the associated MA/MA Fill.
Below each ON/OFF switch are 2 boxes where you can select the 2 MA's that you want to fill between.
Select the 2 MA's that you want to use according to their MA#'s.
Next, you have the Above/Below Color/Opacity for the associated MA/MA Fill,
and lastly, the Color Swap option.
The numerical order of the MA#'s that you select here is of no concern,
because each MA/MA Fill has that "Color Swap" option...
and, as before, this swaps the display of the above-color and the below-color.
Note that the MA's do not need to be turned on
in order to use the MA/MA Fills.
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Additional Notes :
All colors and opacities of this indicator can be customized.
All fills can have above/below colors, and all plots can have up/down colors.
All fills and plots can be one static color, too.
All plots can be 1 of 10 plot styles:
Line, Line with Breaks, Step Line, Step Line with Diamonds, Histogram,
Cross, Area, Area with Breaks, Columns, or Circles.
All plots use the same single "Source", which is selectable.
And don't forget... you can try applying this indicator to other indicators!
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Now, let's take a look at some examples of the Durbtrade Moving Averages System in action!
All 4 MA's plots on, MA Type is SMA, color-changing on, lengths 50, 100, 150, and 200 :
Add the Source Plot, and all 4 MA/Source Fills :
Add the 3 MA/MA fills :
Turn off candles visibility, and turn off MA color-change :
Turn off the MA plots :
Turn off the Source Plot :
...
Here are some other images using the Multi Moving Average Tool :
Here it is on the 1Second :
Here it is on the 3Day :
Here is your 1Day SMA DeathCross :
Use 3 Moving Average Systems at once to build your own EMA Ribbon :
Compare 4 different MA types, all with the same length :
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Script Stats :
Pinescript Version : 5
Code Length : 149 Lines
Total Plots : 16
- Visible Plots : 5 (4 MA Plots, 1 Source Plot)
- Invisible Plots : 11 (4 MA Plots, 1 Source Plot, 6 MA/MA Fill Plots)
Total Fills : 7 (4 MA/Source Fills, 3 MA/MA Fills)
Total Colors/Opacities : 29
Total Unique Variables : 92
- Input Variables : 69
- Unique Output Variables : 23
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Final Thoughts :
I'm excited to share the Durbtrade Moving Averages System!
I think that this indicator has a wide range of MA-related applications,
an easy-to-use interface with maximum customization, and unique fill features...
all in one indicator.
I feel that it is a quick and useful tool
whether you are just plotting a few moving averages...
or you are creating intense kaleidoscopic tidal waves of colored data!
Either way, I think it is pretty awesome,
and so, I wanted to share it with you...
I hope that you enjoy it and find it useful!
- Please feel free to comment your thoughts, critiques, or suggestions. They are all very helpful!
- Also, please feel free to comment any positive feedback, or awesome screencaps/ideas of the indicator in action!
- Check out my other Pinescript indicators if you like this one... they work well together.
- I hope that you find this script useful.
- Enjoy!
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// Durbtrade
MTF Custom Moving AveragesThis user-friendly indicator allows up to 8 moving averages ( EMA or SMA ) from any timeframe, on any time frame. There are plenty of other MTF MA indicators, each with their own pros and cons. I wanted to make one without the cons:
- Independently set each MA to Exponential or Simple
- No preset lengths
- No preset timeframes
- Optional labels to help keep track of the period/length/type of each plot
- Clean, intuitive input layout
- More than enough MAs available to use one indicator for several use cases... just check/uncheck the ones that are relevant to each chart
Watch for death crosses on the 4hr while monitoring the "Bull Market Support band" (Weekly 21 EMA and 20 SMA ) and checking the Monthly 10 EMA for major support or resistance. Toggle between half of the available MAs for long term BTC trends and use the others for your alts. Use this one indicator to support multiple strategies.
Please leave a comment if you find it useful or have suggestions!
Inspired by the first MTF indicator I found: Weekly Moving Average by TommyTompsen.
Weighted Least Squares Moving AverageLinearly Weighted Ordinary Least Squares Moving Regression
aka Weighted Least Squares Moving Average -> WLSMA
^^ called it this way just to for... damn, forgot the word
Totally pwns LSMA for some purposes here's why (just look up):
- 'realistically' the same smoothness;
- less lag;
- less overshoot;
- more or less same computationally intensive.
"Pretty cool, huh?", Bucky Roberts©, thenewboston
Now, would you please (just look down) and see the comparison of impulse & step responses:
Impulse responses
Step responses
Ain't it beautiful?
"Motivation behind the concept & rationale", by gorx1
Many been trippin' applying stats methods that require normally distributed data to time series, hence all these B*ll**** Bands and stuff don't really work as it should, while people blame themselves and buy snake oil seminars bout trading psychology, instead of using proper tools. Price... Neither population nor the samples are neither normally nor log-normally distributed. So we can't use all the stuff if we wanna get better results. I'm not talking bout passing each rolling window to a stat test in order to get the proper descriptor, that's the whole different story.
Instead we can leverage the fact that our data is time-series hence we can apply linear weighting, basically we extract another info component from the data and use it to get better results. Volume, range weighting don't make much sense (saying that based on both common sense and test results). Tick count per bar, that would be nice tho... this is the way to measure "intensity". But we don't have it on TV unfortunately.
Anyways, I'm both unhappy that no1 dropped it before me during all these years so I gotta do it myself, and happy that I can give smth cool to every1
Here is it, for you.
P.S.: the script contains standalone functions to calculate linearly weighted variance, linearly weighted standard deviation, linearly weighted covariance and linearly weighted correlation.
Good hunting
[TTI] MTF – Moving Averages & Bollinger Bands
––––History & Credit
Big credit to kv4coins, whose script I used to build upon, check it out great for MTF indicator of MAs
–––––What it does
The script allows you to see different moving averages, on different timeframes as well as seeing their last values.
There is a table to reference the values of the MAs for Stop Losses
It also includes MTF Bollinger Band with a special trick. The upper and lower BB can be changed and customised. This way you can plot a upper band of 3 stdv and lower band of 1stdv. Also it includes, MTF as well.
–––––How to use it
MAs and BBs are lagging indicators used for determining the trends of the market. They are used in many methodologuies in trading.
NPMA Relative Strength IndexRecently been amased by the potential of percentile nearest rank. You can apply this to almost any indicator to find extremes, this script might the simplest form of using it while being very powerful. The background will color green when the rsi is in the top percentage ranges of last X amount of bars. I'm currently searching optimal settings to apply this to a simple 3commas bot. Feel free to comment good settings and help the community out making profitable bots.
Moving average percent measureit's just an average moving multiplied by a percentage. this is good for measuring the acceleration of price movements
EMA Index Cross by Hassonya
While the indicator is working on any stock chart, it shows the two ema average breakdown/breakup of the index or any other stock with an arrow. In this way, you will be able to follow the ema intersections of the index chart while working on a normal stock chart.
I will add other moving average options if you like it.
I hope you will be satisfied using it.
TURKISH
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Gösterge, herhangi bir hisse senedi grafiği üzerinde çalışırken, endeksin veya başka bir hisse senedinin iki ema ortalama dağılımını/dökülmesini bir okla gösterir.
Bu sayede normal bir hisse senedi grafiği üzerinde çalışırken endeks grafiğinin ema kesişimlerini takip edebileceksiniz.
Eğer beğenirseniz başka ortalama seçenekleri de ekleyeceğim.
Güle güle kullanın.
Мarket Breadth LabelsHistory and credits
The idea about this indicator, came from a friend teodorgun. www.tradingview.com
Special thanks to QuantNomad, whose courses got me started on programming on PineScript. www.tradingview.com
What it does
The indicator plots various values from market breadth indicators.
It shows the % stocks above certain moving averages for different indexes.
The first 3 cells, display the Advance Decline Ratios:
1. Total Advance Decline Ratio
2. NYSE Advance Decline Ratio
3. Nasdaq Advance Decline Ratio
- coloring for these is simple (value > threshold = color is green, value < threshold = color is red)
The rest of the columns display % stocks above the moving averages.
For example a value of 20 in column 4 ("Stocks above 5D MA), means that only 20% of the stocks are above their 5D moving average.
Line 1 shows current value of the indexes.
Line 2 shows value 5days ago (assuming that 5 trading days = 1 trading week).
- Line 1 Coloring: coloring here is divided between 2 tresholds ( value < lower treshold = color is red, value > lower treshold AND value < higher treshold = color is yellow, value > higher treshold = color is green)
- Line 2 Coloring: no coloring logic is applied here.
How to use it
There are several techniques for breadth indicators, many can be read online, but generally these indicators are considered contrarian. This means that high values indicate overbought conditions and low values indicate oversold conditions.
MAROC Fast/SlowNot sure if a similar indicator already exist, so I created my own. After creating this indicator, I realize it looks very similar to MACD. However, it strictly uses Hull moving average in its calculation for the lines.
MAROC is simply Moving Average Rate of Change. This is a trend-following indicator that calculates the rate of change on two Hull moving averages. By default it calculates the ROC on 60-period HMA (green and red) and 180-period HMA (blue and orange). The zero line represents the confirmation of change in trend. Above zero is up trend and below zero is down trend. Note the difference between the "trend reversal" and the "confirmation of a trend". I like to define trend reversal by the change in direction
The colored squares on the zero line has 4 colors that represents the overall trend. Here I include the slowdown of MAROC as the start of a trend.
- bright green = when both the slow and fast MA are trending up
- faded green = when slow MA trending up, but fast MA trending down
- faded red = when slow MA trending down, but fast MA trending up
- bright red = when both the slow MA and fast MA are trending down
Trend changes triangles are shown to signal the change in trend direction (trend reversal). Green and blue triangles are trend reversal to the upside. Red and orange triangles are trend reversal to the downside.
This indicator includes the option of displaying buy(long) and sell(short) signals that follows these rules. Use at your own discretion, as it may not apply well with your market or ticker.
- Long = Bright green square and either fast or slow MAROC changes trend direction to the upside
- Short = Bright red square and either fast or slow MAROC changes trend direction to the downside
Enjoy~! Please let me know if you find this useful and which market / ticker and timeframe you are using it on~ :)
Fibonacci Moving AverageThe Fibonacci Moving Average is a powerful indicator that takes into account many underlying moving averages to give out an approximate short-term/long-term view of the markets. Its strength lies with dynamic support and resistance levels. I have created this indicator in order to improve trend-following entry positions.
Arch1tect's New ToyDescription:
Arch1tect's New Toy tries to predict market trends by simply utilising 2 moving averages crossovers.
How it works:
Buy signals are triggered when the faster MA crosses over the slower MA from the downside to the upside.
Sell signals are triggered when the faster MA crosses under the slower MA from the upside to the downside.
How to use:
Take buys when buy signal is triggered AND close existing sell position
Take sells when sell signal is triggered AND close existing buy position
Note:
Settings are optimised for XAUUSD on the M1 chart.
Extra:
Alerts are included.
You can toggle between EMA , WMA and SMA to your liking.
Strategy Tester version:
Arch1tect's New Toy (Strategy Tester Version)Description:
The version of Arch1tect's New Toy indicator with Strategy Tester added.
This indicator tries to predict market trends by simply utilising 2 moving averages crossovers.
How it works:
Buy signals are triggered when the faster MA crosses over the slower MA from the downside to the upside.
Sell signals are triggered when the faster MA crosses under the slower MA from the upside to the downside.
How to use:
Take buys when buy signal is triggered AND close existing sell position
Take sells when sell signal is triggered AND close existing buy position
Note:
Settings are optimised for XAUUSD on the M1 chart.
Extra:
Alerts are included.
You can toggle between EMA, WMA and SMA to your liking.
Indicator version:
Vision Essentials - MACDVision Essentials - MACD is the second indicator in our Essentials pack. It's a fully customizable MACD indicator with some extra perks the Vision team feels provides helpful & simplified insight when studying a chart.
What makes this indicator different?
Under the Standard mode you'll feel right at home compared to a standard macd indicator. Our Advanced mode is where things change a bit more. Under Advanced mode outside of the visual customization we provide visual outputs identifying bullish/bearish crossovers of the macd & signal, and track the high and low points of the macd with a second set of colors which users can customize. We also plot text in these areas so there's a clear indication of what the changing colors mean.
How do I use this indicator?
To start, it's best you have an understanding of what MACD (moving average convergence divergence) is. There are lots of great educational ideas here on TradingView which we recommend absorbing. We highly recommend you start with this article directly from the TradingView Help Center
Settings
MACD Mode - Standard provides you with a closer to traditional style MACD whereas Advanced at a glance highlights areas such as crossover points, highs, lows, and current direction relative to histogram movement.
MACD Settings - Select the source & values used for the macd calculations. close is the most commonly used source, and 12/26/9 are the most common length values. Adjust these to see how the indicator behaves. Lowering the fast and slow values will result in more activity, but be aware that doesn't = more accuracy.
Standard Visual Settings - STANDARD MODE: These settings will adjust the color you want to use as an indication of bullish & bearish movement.
Advanced Visual Settings - ADVANCED MODE: Use these settings to adjust the color you want to use as an indication of bullish, bearish, recent macd highs, recent macd lows, and text color.
High/Low Distance - ADVANCED MODE: This setting defines how far back the indicator looks to find the most recent highs/lows of macd.
Enable Crossover Bars - ADVANCED MODE: This settings enables the vertical bars that connect the center of the histogram to the macd/signal "wave" to indicate where crossovers are happening.
Papercuts Dynamic EMA - Relative Parameter FunctionThe goal of this is to link two parameters of different known low and high values so one affects the other.
In this case, I want to link Relative Volume to the length of an EMA, so it responds faster in times of high volume.
As an animator I am used to linking values in this way with Maya using a set driven key, took some work to figure it out in pine.
Looking up this concept, it has a few names, Relative values, linear interpolation, or rescale values.
Thanks to pinecoders for writing the EMA funciton that can accept length variables!
Here's a quick look at the root function to link the two values.
f_relativeVal(_source, in_bot, in_top, out_bot, out_top) =>
// float _source: input signal
// float in_bot : minimum range of input signal.
// float in_top : maximum range of input signal.
// float out_bot : minimum range of output signal.
// float out_top : maximum range of output signal.
clampSrc = _source > in_top ? in_top : _source < in_bot ? in_bot : _source //claps source to create a controlled range
//relInput = (clampSrc - in_bot) / (in_top - in_bot) * 100
inDiffIncrement = (in_top - in_bot)
outDiffIncrement = (out_top - out_bot)
out_bot + (clampSrc - in_bot) * outDiffIncrement / inDiffIncrement // rescale input range to output range
Complete MA DivisionThis indicator simply divides two moving averages and calculates the slope of the resulting curve to show when an asset's momentum is slowing down. The original idea was in a recent youtube video by Ben Cowen . His indicator didn't show the complete history of the moving average, so I wanted to try a little trick to get the moving averages at the beginning of time even when using a large moving average period. I accomplished this by counting the number off current bars using the cum() function. After the count is hit, the period will be constant.
Changing the curve smoothing will smooth the actual curve. Both moving average periods should be divisible by the curve smoothing.
Changing the slope smoothness will dictate when the slope is starting to slow down. Keep this high to break through the noise.
Start of Red = Good time to sell
Start of Green = Good time to buy
There is a weird issue with the smoothness of the line so just keep your moving averages divisible by the curve smoothing. I couldn't figure that issue out yet.
Trend System Multiple Moving Averages RatingThis is a trend system made with multiple moving averages designed especially for trending markets such as stocks or crypto.
It can be used with any timeframe.
Its made of multiple moving averages such as
Simple
Weighted
Volume Weighted
Exponential
Double EMA
Arnaud Legoux
Hull MA
Smoothed
Least Squares
Kaufman Adaptive
Triple EMA
Zero Lag
Fractal Adaptive
Variable Index Dynamic Average
Jurik Moving Average
Tillson
Triangular
Avg of all moving averages
It has also a rating, making an avg from all of the moving averages , going from -100 (all ma's are telling to go short ) to 100 ( all ma are telling to go long).
If you have any questions let me know !
