Find Best Performing MA For Golden CrossHello!
This script calculates the performance of any asset following a golden cross of two moving averages of any length!
The calculated moving averages are: SMA, EMA, HMA, VWMA, WMA, LSMA, and ALMA
The best performing moving average for the selected data series is listed first, followed by a descending order.
The indicator works on any timeframe, any asset, and can even be used on indicators such as RSI, %b, %k, etc.
The Moving Average Length and Source Are Customizable!
The Moving Averages Can Be Plotted on Most Data Series, Such As:
Close, Open, Low, hlc3, RSI, %B, %K, Etc.
The Script Will Recalculate for the Timeframe (1m, 5m, D, etc.)!
The (XX Candles) Indicates the Average Number of
Sessions the Shorter Ma Remains Above the Longer Ma Following an Upside Cross!
The Percentages (XX.XX%) Indicate the Average
Percentage Price Gain/Loss Following a Golden Cross,
Until the Shorter Ma Crosses Back Under the Longer Ma!
In This Example I Am Using a 63 Session Length for the
Shorter Ma for All Listed Ma Types for Closing Prices, and a 196 Candle Length for the Longer Ma!
Sma
Triple MA Buy SellThis simple script show potentiel trade entry points using 3 MA, can be switch by EMA and SMA type.
Adjust the MA(s) Length depending pairs and timeframe you use.
Buy & Sell labels can be display by input settings.
Action are take by the following rule:
Long signal:
MA3 > MA2 > MA1
Short signal:
MA1> MA2 > MA3
Add some filters is really needed to make this usable.
using my "Flat Detect By Bollinger Bands" indicator can be a debut
Mix1 : Ema Cross + Trend Channel [Gu5] - BacktestBacktest of the indicator "Mix1: Ema Cross + Trend Channel "
Trend indicator, by the crossing of moving averages
SMA200 with a channel as a filter confirms the trend.
The crossing of two moving averages, give alert only in trend.
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.
NSDT HAMA Candles STRATThis is a STRATEGY based on our popular HAMA Candles Indicator.
It is an "Always On" strategy, meaning it will stay in a Long position until the Short criteria shows up, and then it will close the Long position and immediately enter a Short position.
Since this is a strategy, we added a few more components. The most notable one is the grid at the top right that shows the statistics of whatever the current settings are. The user can change the MA lengths and see the potential results update in real time.
Since this is Always On and uses Moving Averages, we added an ADX setting to help filter our trades in a ranging/choppy market.
The settings will need to be adjusted to find the best fit for your instrument, chart time, and risk management plan.
NSDT HAMA CandlesHAMA (Heiken-Ashi Moving Average) Candles are built using different moving average lengths for the open, high, low, and close. Those levels are then run through the Heiken-Ashi Candle formula to create a new hybrid candle on the chart. There is an additional Moving Average plotted as well for overall direction.
This may be used best for identifying trending markets. By referencing the HAMA Candle indicator, it may help guide you to stay in a trade a bit longer, or wait a bit longer before entering at the beginning of a potential trend.
We added a Gradient Color scheme option for a more colorful view of potential trend directional changes. The gradient code is taken from the Pinecoders Gradient Framework (Pro Advance/Decline Gradient example) at
There are three different Moving Average types to choose from. (EMA, SMA, WMA). All MA lengths can be modified. All colors can be modified. All options can be turned on or off.
This was previously an "invite-only" indicator, but we decided to publish it publicly and open source.
Moving Average CombinationsThis moving average indicator is used to plot either EMA or SMA as per users choice. User also has the options to choose different type of sources for each of the moving average lines like high, low, close etc. Again, flexibility is added to plot moving averages of different timeframe than the current timeframe of the chart. By doing so in daily chart user can plot averages of different timeframe like hourly, weekly or monthly and vice versa. Length is also as per the choice of the user.
So for a example, in a daily timeframe chart you can plot 9SMA High Daily, 200EMA Close 1Hr, 200EMA Close 2Hr, 200EMA Close Daily, 9SMA High Weekly and so on. This will help in play moving average crossovers and contractions.
Label for each moving average line is also added.
Higher TF Moving AveragesScript showing up to 5 different Moving Averages of a Higher Timeframe.
User can select the MA type (EMA or SMA) and its length.
Default are 10, 20, 50, 100 and 200 period SMAs.
The script will also plot optional labels with price display.
All plots and color are configurable.
Moving Average - 365/2/2/2/2 - @DaviG117BITSTAMP:BTCUSD
5 Moving Averages based off 365 period moving average, each iteration half of the previous MA Period Length.
Moving Average Period Length 1 = 365
Moving Average Period Length 2 = 365/2 = 182.5
Moving Average Period Length 3 = 365/2/2 = 91.25
Moving Average Period Length 4 = 365/2/2/2 = 46.625
Moving Average Period Length 5 = 365/2/2/2/2 = 22.8125
Each moving average's type can be changed from
EMA
SMA
RMA
WMA
VWMA
Moving Averages Different Type & SourceThis is a indicator to plot moving averages. User has the option to choose whether to plot SMA (simple moving average) or EMA (exponential moving average). Length of the averages also can be changed by user. The main feature also is use of different source for different length of MAs. Like you can plot 9SMA High with 20EMA Close etc. So, you can plot different types of combinations with type of MA (sma and ema) and Source type (high, low, open, close etc.).
A table also added in the right top to show the values of MA in selected timeframe. The red color indicate current price is below that ma and green color indicate current price is above that ma. Same feature added in plot of ma line by checking toggle color feature option on. It will show green color ma when price is above it and red color ma lines when price is below it.
Pocket Pivots and standard SMA/EMA'sThis script shows Pocket Pivots, up-days with higher volume than the last 9 down-days, directly on the chart below current and historic candles. Pocket pivots can be used to find early entry points within a base since it marks institutional buying. Pocket pivots are marked as black dots below the candle for easier identification.
The script is largely based on Gil Morales and Chris Kacher's method from their books "Trade Like an O'Neil Disciple" and "In The Trading Cockpit with the O'Neil Disciples". Other than pocket pivots, this script also includes the most common Simple and Exponential Moving Averages, and support/resistance lines as well as 3-weeks tight markup on the weekly chart.
This script contains:
- Pocket Pivots, black dots below the candles on all timeframes (Pocket Pivot = an up-day with greater volume than the last 9 down-days)
- Caution marks, red dots below the candles on all timeframes (Caution mark = close below the 10EMA)
- Simple moving averages
- Exponential moving averages
- Support/resistance lines
- 3-weeks tight markup on the weekly chart
Simple moving averages (editable):
- SMA 10
- SMA 20
- SMA 50
- SMA 200
Exponential moving averages (editable):
- EMA 4
- EMA 6
- EMA 10
- EMA 12
- EMA 21
MA VisualizerThe MA Visualizer is made up of 5 Moving Averages (MA)
All MA change color when the price closes above or below the MA line.
The background between the MA line and price will also change color, this creates the Visualizer.
When two or more MA are selected the two visualizer's will combine and create a gradient effect.
Each MA can be adjusted with 6 source selection's to choose from (SMA , EMA , WMA , HMA , RMA , WVMA).
The Visualizer can be turned off while leaving the MA lines turned on and vice versa.
Their is also a MA Cross indicator built-in.
Time Locked Moving AverageSuccinct Description
Generates moving average that stays locked to users desired time preference.
Verbose Description
The default moving average indicator does not stay locked to the chart timeframe. Meaning, if you want to see a 1 day SMA on a 15 minute chart, you have to do math and adjust the moving average length to 96.
Needing to do this constantly (especially while flipping through multiple time frames) was really annoying, so I codded up this script to do it for me... and now it can for you too!
Error Handling
If you receive a 'study error' that says, "function sma references too many candles in history".
Go to the Time Locked Moving Average settings and increase the timeframe interval until error goes away.
Furthermore, UNCHECK gaps, to show real-time approximated moving average values.
Enjoy :)
Kijun Trend IndicatorName: Kijun Trend Indicator
Category: Trend Analysis
Timeframe: All timeframes
Suggested usage: In a trending market, to understand when it is good to enter short (red line) and when to enter long (blue line).
Technical Analysis: The original idea was taken from Larry Williams: an uptrend is identified when the price is above an 18-period simple moving average (SMA) and when at least two candles do not touch the simple moving average with their lows. The opposite is true for a downtrend.
Corrado Rondelli has therefore reinterpreted with Ichimoku aka "ichimokized" replacing the 18-period Simple Moving Average with the 26-period Kijun - as per the original Ichimoku settings.
In order to make the indicator more flexible an Exponential Moving Average (EMA) has also been added.
The indicator plots the chosen line that becomes red when it is good to enter short and blue when it is good to enter long.
Configuration:
- Length: period to be used to calculate the line.
- Type: the line type that can be the Kijun (26-period) or SMA/EMA (18-period)
JC Log($/SMA)Simple script with user-definable:
• SMA denominator days.
• A handy and subtle smoothing function for the numerator, in EMA days. Set to 0 to just use the standard current price. (Defaults to 3 for barely noticeable lag and smoothing.)
• User-definable time resolution, independent of the chart. (Or you can set to use the same as the chart.)
EMA Levels, Multi-TimeframeThe exponential moving average (EMA) tracks price over time, giving more importance to recent price data than simple moving average (SMA). EMAs for larger timeframes are generally considered to be stronger supports/resistances for price to move through than smaller timeframes. This indicator allows you to specify two different EMA lengths that you want to track. Additionally, this indicator allows you to display not just the EMA levels of your currently viewed timeframe on the chart, but also shows the EMA levels of up to 4 different timeframes on the same chart. This allows you to quickly see if multiple EMA levels are aligning across different timeframes, which is an even stronger indication that price is going to meet support or resistance when it meets those levels on the chart. There are a lot of nice configuration options, like:
Ability to customize the EMA lengths you want to track
Style customization (color, thickness, size)
Hide any timeframes/levels you aren't interested in
Labels on the chart so you can tell which plots are the EMA levels
Optionally display the plot as a horizontal line if all you care about is the EMA level right now
Moving Average MultitoolI made this script as a personal tool while backtesting multiple moving averages. It allows you to easily access and switch between different types of moving averages, without having to continuously add and remove different moving averages from your chart.
It also has the option to show the a 14 period average distance between the closing price of an asset and the selected moving average, as a multiple of ATR. This number can be shown by enabling the "Show ATR Between MA and Close" setting. The intention of this value is to quantify and compare the speed of different moving averages across any instrument and any timeframe. The higher the value, the slower the moving average. The lower the value, the faster the moving average.
Cloud Ribbon ++ by [JohnnySnow]Inspired by my favorite EMA ribbon - "EMA Ribbon " by fskrypt.
This Ribbon ADD the option to choose the avarage algorithm of the ribbon .
Created also to be more friendly to read along with trendlines and Fibonacci retracements.
For those like me that NOT use this ribbon to find exact price action but instead, to have a grasp of possible Support/Resistance strenght ahead.
High transparency lines and a configurable color palette for filling the background give the ribbon a look of support/ Resistance cloud Strenght.
Each MA length, line, and background color can be easily configured.
library TypeMovingAveragesLibrary "TypeMovingAverages"
This library function returns a moving average.
ma_fast
ma_slow
MA_selector()
Example
// This source code is subject to the terms of the Mozilla Public License 2.0 at mozilla.org
// © hapharmonic
//@version=5
indicator("Test MATYPE", overlay=true)
import hapharmonic/TypeMovingAverages/1 as MAType
xprd1 = input(title=' 💉Fast EMA period', defval=12)
ma_select1 = 'EMA'
xprd2 = input(title=' 💉Fast EMA period', defval=26)
ma_select2 = 'EMA'
xsmooth = input.int(title='🏄♂️Smoothing period (1 = no smoothing)', minval=1, defval=1)
ma_fast = MAType.MA_selector(close, xprd1, ma_select1,xsmooth)
ma_slow = MAType.MA_selector(close, xprd2, ma_select2,xsmooth)
plot(ma_fast, "INDICATOR",color.green)
plot(ma_slow, "INDICATOR",color.red)
///////////////////////////////////////////////////////
///////////////////////////////////////////////////////
Of course, you can run these types just by adding options. 'ma_select1 ' and 'ma_select2'
SMA', 'EMA', 'WMA', 'HMA', 'JMA', 'KAMA', 'TMA', 'VAMA', 'SMMA', 'DEMA', 'VMA', 'WWMA', 'EMA_NO_LAG', 'TSF', 'ALMA'
ViVen - Multi Time Frame - Moving Average StrategyHi Traders,
Indicator Description : Multiple Time Frame Moving Average lines in One Chart.
Moving Average Types : SMA, WMA, EMA
Moving Average Period : 20 Default (Variable up to 200)
MA Time Frame : 1m, 3m, 5m, 15m, 30m, 1Hr, Daily, Weekly, Monthly (All lines in one chart)
You can turn ON/OFF the moving average lines based on your requirement.
Moving Average Table : The table will give you an idea where the price is currently trading (LTP), if the price is above any of the moving average then it will show you the Price is above MA and wise versa.
Trading Method:
Monthly, Weekly, Daily and 1Hr Moving averages will tell you whether the script is in Bullish Trend or Bearish Trend.
Basically the moving averages will act as Support and Resistance Levels. With candle confirmation you can take trade.
Ready to Take Position - When 1m MA Crosses 3m MA (Upside / Downside)
BUY Strategy:
"Buy" - when 3m MA breaks 5m moving average on the upside. (Intraday/Scalp)
"Hold" - when 5m MA breaks 15m MA on the upside.
"Strong Hold" - when 15m MA breaks 1Hr MA on the upside for Long term.
"Exit" - when 3m MA breaks 5m MA on the Downside.
SELL Strategy:
"Sell" - when 3m MA breaks 5m moving average on the Downside. (Intraday/Scalp)
"Hold" - when 5m MA breaks 15m MA on the Downside. (Intraday)
"Strong Hold" - when 15m MA breaks 1Hr MA on the Downside. (Positional).
"Exit" - when 3m MA breaks 5m MA on the Downside.
If you agree with this strategy and works well please like this script, share it with your friends and Follow me for more Indicators.
In the next Version, I will come up with Strategy table that I have explained here.
Thanks for your support.
+ Ultimate MAWhat is the "Ultimate MA" exactly, you ask? Simple. It actually takes as its influence the Rex Dog Moving Average (which I have included as an MA in some of my other indicators), an invention by xkavalis that is simply an average of different length moving averages.
It's available for free on his account, so take a look at it.
I've recently become drawn to using fibonacci sequence numbers as lookbacks for moving averages, and they work really well (I'm honestly beginning to think the number doesn't matter).
You can see where this is going. The Ultimate MA is an average of several (eight) moving averages of varying lengths (5 - 144) all of fibonacci numbers. Sounds pretty basic, right? That's not actually the case, however.
If you were to take all these numbers, add them up, then average them by eight you'd get ~46. Now, stick a 46 period moving average on the chart and compare it to this one and see what you get. They track price very differently. Still, this all sort of sounds like I'm copying the RDMA, which isn't a sin in itself but is hardly grounds for releasing a new MA into the wild.
The actual initial problem I wanted to tackle was how to take in to account for the entire range of price action in a candle in a moving average. ohlc4 sort of does this, but it's still just one line that is an average of all these prices, and I thought there might be a better way not claiming that what I came upon is, but I like it).
My solution was to plot two moving averages: one an average of price highs, and the other an average of lows, thus creating a high/low price channel. Perhaps this is not a new thing at all. I don't know. This is just an idea I had that I figured I could implement easily enough.
Originally I had just applied this to a 21 period EMA, but then the idea sort of expanded into what you see here. I kept thinking "is 21 the best?" What about faster or slower? Then I thought about the RDMA and decided on this implimentation.
Further, I take the high and low moving averages and divide them by two in order to get a basis. You can turn all this stuff on or off, though I do like the default settings.
After that I wanted to add bands to it to measure volatility. There is an RDMA version that utilizes ATR bands, but I could never find myself happy with these.
I just wanted something... else. I also, actually made my own version of xkavalis' RDMA bands with some of the extra stuff I included here, but obviously didn't feel comfortable releasing it as an indicator as I hadn't changed it enough significantly in my mind to fairly do so. I eventually settled on Bollinger Bands as an appropriate solution to apply to the situation. I really like them. It took some fiddling because I had to create a standard deviation for both the high and low MAs instead of just one, and then figure out the best combination of moving averages and standard deviations to add and subtract to get the bands right.
Then I decided I wanted to add a few different moving averages to choose from instead of just an EMA even though I think it's the "best." I didn't want to make things too complicated, so I just went with the standards--EMA, SMA, WMA, HMA-- + 1, the ALMA (which gives some adjustability with its offset and sigma).
Also, you can run more than one moving average at a time (try running an HMA with a slower one).
Oh yeah, the bands? You can set them, in a dropdown box, to be based on which ever moving average you want.
Furthermore, this is a multi-timeframe indicator, so if you want to run it on a higher time frame than the one you are trading on, it's great for that.
ALSO, I actually have the basis color setup as multi-timeframe. What this means is that if you are looking at an hourly chart, you can set the color to a 4h (or higher) chart if you want, and if the current candle is above or below the previous close of the basis on that higher timeframe you will know simply by looking at the color of it ((while still being on the hourly chart). It's just a different way of utilizing higher timeframe information, but without the indicator itself plotted as higher timeframe.
I'm nearly finished. Almost last thing is a 233 period moving average. It's plotted as an average of the SMA, EMA, and Kijun-sen.
Lastly, there are alerts for price crossing the inner border of the bands, or the 233 MA.
Below is a zoomed in look at a chart.
Much credit and gratitude to xkavalis for coming up with the idea of an average of moving averages.
Logarithmic Moving Average [TusSensei]Logarithmic moving averages involve mathematical modification of classical moving averages(EMA-RMA-SMA). Logarithmic modified averages deviate high over short time periods. For long time periods, it behaves exactly like the original moving averages. Its basic formulation is (MovingAverage x (1 + (1 / log(length))).
The most important reason for the operability of logarithmic moving averages is the time periods they use. The values used are 21-55-149-404-1098-2981. These numbers are the consecutive powers of the number "e", which is the base of the natural logarithm (rounded up to an integer).
In this script you will also see another moving average called SQRT. This moving average is equal to the square root of the product of the EMA and the RMA. In other words, it is a moving average that is the geometric mean of two averages. In this script, you can use all of the EMA-RMA-SQRT and SMA averages in the classical and modified way. For formulaic modification, it is sufficient to select "mEMA", "mRMA" forms from the setting section.
Thanks everyone!
