[blackcat] L2 Ehlers Autocorrelation PeriodogramLevel: 2
Background
John F. Ehlers introduced Autocorrelation Periodogram in his "Cycle Analytics for Traders" chapter 8 on 2013.
Function
Construction of the autocorrelation periodogram starts with the autocorrelation function using the minimum three bars of averaging. The cyclic information is extracted using a discrete Fourier transform (DFT) of the autocorrelation results. This approach has at least four distinct advantages over other spectral estimation techniques. These are:
1. Rapid response. The spectral estimates start to form within a half-cycle period of their initiation.
2. Relative cyclic power as a function of time is estimated. The autocorrelation at all cycle periods can be low if there are no cycles present, for example, during a trend. Previous works treated the maximum cycle amplitude at each time bar equally.
3. The autocorrelation is constrained to be between minus one and plus one regardless of the period of the measured cycle period. This obviates the need to compensate for Spectral Dilation of the cycle amplitude as a function of the cycle period.
4. The resolution of the cyclic measurement is inherently high and is independent of any windowing function of the price data.
The dominant cycle is extracted from the spectral estimate in the next block of code using a center-of-gravity (CG) algorithm. The CG algorithm measures the average center of two-dimensional objects. The algorithm computes the average period at which the powers are centered. That is the dominant cycle. The dominant cycle is a value that varies with time. The spectrum values vary between 0 and 1 after being normalized. These values are converted to colors. When the spectrum is greater than 0.5, the colors combine red and yellow, with yellow being the result when spectrum = 1 and red being the result when the spectrum = 0.5. When the spectrum is less than 0.5, the red saturation is decreased, with the result the color is black when spectrum = 0.
Key Signal
DominantCycle --> Dominant Cycle
Period --> Autocorrelation Periodogram Array
Pros and Cons
100% John F. Ehlers definition translation of original work, even variable names are the same. This help readers who would like to use pine to read his book. If you had read his works, then you will be quite familiar with my code style.
Remarks
The 49th script for Blackcat1402 John F. Ehlers Week publication.
Courtesy of @RicardoSantos for RGB functions.
Readme
In real life, I am a prolific inventor. I have successfully applied for more than 60 international and regional patents in the past 12 years. But in the past two years or so, I have tried to transfer my creativity to the development of trading strategies. Tradingview is the ideal platform for me. I am selecting and contributing some of the hundreds of scripts to publish in Tradingview community. Welcome everyone to interact with me to discuss these interesting pine scripts.
The scripts posted are categorized into 5 levels according to my efforts or manhours put into these works.
Level 1 : interesting script snippets or distinctive improvement from classic indicators or strategy. Level 1 scripts can usually appear in more complex indicators as a function module or element.
Level 2 : composite indicator/strategy. By selecting or combining several independent or dependent functions or sub indicators in proper way, the composite script exhibits a resonance phenomenon which can filter out noise or fake trading signal to enhance trading confidence level.
Level 3 : comprehensive indicator/strategy. They are simple trading systems based on my strategies. They are commonly containing several or all of entry signal, close signal, stop loss, take profit, re-entry, risk management, and position sizing techniques. Even some interesting fundamental and mass psychological aspects are incorporated.
Level 4 : script snippets or functions that do not disclose source code. Interesting element that can reveal market laws and work as raw material for indicators and strategies. If you find Level 1~2 scripts are helpful, Level 4 is a private version that took me far more efforts to develop.
Level 5 : indicator/strategy that do not disclose source code. private version of Level 3 script with my accumulated script processing skills or a large number of custom functions. I had a private function library built in past two years. Level 5 scripts use many of them to achieve private trading strategy.
Tìm kiếm tập lệnh với "algo"
Trend-Range IdentifierTrend trading algorithms fail in ranging market and Swing trading algorithm fail in trending market. Purpose of this indicator is to identify if the instrument is trending or ranging so that you can apply appropriate trading algorithm for the market.
Process:
ATR is calculated based on the input parameter atrLength
Range/Channel containing upLine and downLine is calculated by adding/subtracting atrMultiplier * atr to close price.
This range/channel will remain same until the price breaks either upLine or downLine.
Once price crosses one among upLine and downLine, then new upLine/downLine is calculated based on latest close price.
If price breaks upLine, the trend is considered to be up until the next line break or no lines are broken for rangeLength bars. During this state, candles are colored in lime and upLine/downLine are colored in green.
If price breaks downLine, the trend is considered to be down until the next line break or no lines are broken for rangeLength bars. During this state, candles are colored in orange and upLine/downLine are colored in red.
If close price does not break either upLine or downLine for rangeLength bars, then the instrument is considered to be in range. During this state, candles are colored in silver and upLine/downLine are colored in purple.
In ranging duration, we display one among Keltner Channel, Bollinger Band or Donchian Band as per input parameter : rangeChannel . Other parameters used for calculation are rangeLength and stdDev
I have not fully optimized parameters. Suggestions and feedback welcome.
Dynamic Dots Dashboard (a Cloud/ZLEMA Composite)The purpose of this indicator is to provide an easy-to-read binary dashboard of where the current price is relative to key dynamic supports and resistances. The concept is simple, if a dynamic s/r is currently acting as a resistance, the indicator plots a dot above the histogram in the red box. If a dynamic s/r is acting as support, a dot is plotted in the green box below.
There are some additional features, but the dot graphs are king.
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KEY:
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Currently the dynamic s/r's being used in the dot plots are:
Ichimoku Cloud:
Tenkan (blue)
Kijun (pink)
Senkou A (red)
Senkou B (green)
ZLEMA (Zero Lag Exponential Moving Average)
99 ZLEMA (lavender)
200 ZLEMA (salmon)
You'll see a dashed line through the middle of the resistances section (red) and supports section (green). Cloud indicators are plotted above the dashed line, and ZLEMA's are below.
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How it Works - Visual
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As stated in the intro - if a dynamic s/r is currently above the current price and acting as a resistance, the indicator plots a dot above the histogram in the red box. If a dynamic s/r is acting as support, a dot is plotted in the green box below. Additionally, there is an optional histogram (default is on) that will further visualize this relationship. The histogram is a simple summation of the resistances above and the supports below.
Here's a visual to assist with what that means. This chart includes all of those dynamic s/r's in the dynamic dot dashboard (the on-chart parts are individually added, not part of this tool).
You can see that as a dynamic support is lost, the corresponding dot is moved from the supports section at the bottom (green), to the resistances section at the top (red). The opposite being true as resistances are being overtaken (broken resistances are moved to the support section (red)). You can see that the raw chart is just... a mess. Which kinda of accentuates one of the key goals of this indicator: to get all that dynamic support info without a mess of a chart like that.
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How To Use It
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There are a lot of ways to use this information, but the most notable of which is to detect shifts in the market cycle.
For this example, take a look at the dynamic s/r dots in the resistances category (red background). You can see clearly that there are distinctive blocks of high density dots that have clear beginnings and ends. When we transition from a high density of dots to none in resistances, that means we are flipping them as support and entering a bull cycle. On the other hand, when we go from low density of dots as resistances to high density, we're pivoting to a bear cycle. Easy as that, you can quickly detect when market cycles are beginning or ending.
Alternatively, you can add your preferred linear SR's, fibs, etc. to the chart and quickly glance at the dashboard to gauge how dynamic SR's may be contributing to the risk of your trade.
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Who It's For
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New traders: by looking at dot density alone, you can use Dot Dynamics to spot transitionary phases in market cycles.
Experienced traders: keep your charts clean and the information easy to digest.
Developers: I created this originally as a starting point for more complex algos I'm working on. One algo is reading this dot dashboard and taking a position size relative to the s/r's above and below. Another cloud algo is using the results as inputs to spot good setups.
Colored Bars
There is an option (off by default, shown in the headline image above) to fill the bar colors based on how many dynamic s/r's are above or below the current price. This can make things easier for some users, confusing for others. I defaulted them to off as I don't want colors to confuse the primary value proposition of the indicators, which is the dot heat map. You can turn on colored bars in the settings.
One thing to note with the colored bars: they plot the color purely by the dot densities. Random spikes in the gradient colors (i.e. red to lime or green) can be a useful thing to notice, as they commonly occur at places where the price is bouncing between dynamic s/r's and can indicate a paradigm shift in the market cycle.
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Timeframes and Assets
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This can be used effectively on all assets (stocks, crypto, forex, etc) and all time frames. As always with any indicator, the higher TF's are generally respected more than lower TF's.
Thanks for checking it out! I've been trading crypto for years and am just now beginning to publish my ideas, secret-sauce scripts and handy tools (like this one). If you enjoyed this indicator and would like to see more, a like and a follow is greatly appreciated 😁.
McGinley Dynamic (Improved) - John R. McGinley, Jr.For all the McGinley enthusiasts out there, this is my improved version of the "McGinley Dynamic", originally formulated and publicized in 1990 by John R. McGinley, Jr. Prior to this release, I recently had an encounter with a member request regarding the reliability and stability of the general algorithm. Years ago, I attempted to discover the root of it's inconsistency, but success was not possible until now. Being no stranger to a good old fashioned computational crisis, I revisited it with considerable contemplation.
I discovered a lack of constraints in the formulation that either caused the algorithm to implode to near zero and zero OR it could explosively enlarge to near infinite values during unusual price action volatility conditions, occurring on different time frames. A numeric E-notation in a moving average doesn't mean a stock just shot up in excess of a few quintillion in value from just "10ish" moments ago. Anyone experienced with the usual McGinley Dynamic, has probably encountered this with dynamically dramatic surprises in their chart, destroying it's usability.
Well, I believe I have found an answer to this dilemma of 'susceptibility to miscalculation', to provide what is most likely McGinley's whole hearted intention. It required upgrading the formulation with two constraints applied to it using min/max() functions. Let me explain why below.
When using base numbers with an exponent to the power of four, some miniature numbers smaller than one can numerically collapse to near 0 values, or even 0.0 itself. A denominator of zero will always give any computational device a horribly bad day, not to mention the developer. Let this be an EASY lesson in computational division, I often entertainingly express to others. You have heard the terminology "$#|T happens!🙂" right? In the programming realm, "AnyNumber/0.0 CAN happen!🤪" too, and it happens "A LOT" unexpectedly, even when it's highly improbable. On the other hand, numbers a bit larger than 2 with the power of four can tremendously expand rapidly to the numeric limits of 64-bit processing, generating ginormous spikes on a chart.
The ephemeral presence of one OR both of those potentials now has a combined satisfactory remedy, AND you as TV members now have it, endowed with the ever evolving "Power of Pine". Oh yeah, this one plots from bar_index==0 too. It also has experimental settings tweaks to play with, that may reveal untapped potential of this formulation. This function now has gain of function capabilities, NOT to be confused with viral gain of function enhancements from reckless BSL-4 leaking laboratories that need to be eternally abolished from this planet. Although, I do have hopes this imd() function has the potential to go viral. I believe this improved function may have utility in the future by developers of the TradingView community. You have the source, and use it wisely...
I included an generic ema() plot for a basic comparison, ultimately unveiling some of this algorithm's unique characteristics differing on a variety of time frames. Also another unconstrained function is included to display some the disparities of having no limitations on a divisor in the calculation. I strongly advise against the use of umd() in any published script. There is simply just no reason to even ponder using it. I also included notes in the script to warn against this. It's funny now, but some folks don't always read/understand my advisories... You have been warned!
NOTICE: You have absolute freedom to use this source code any way you see fit within your new Pine projects, and that includes TV themselves. You don't have to ask for my permission to reuse this improved function in your published scripts, simply because I have better things to do than answer requests for the reuse of this simplistic imd() function. Sufficient accreditation regarding this script and compliance with "TV's House Rules" regarding code reuse, is as easy as copying the entire function as is. Fair enough? Good! I have a backlog of "computational crises" to contend with, including another one during the writing of this elaborate description.
When available time provides itself, I will consider your inquiries, thoughts, and concepts presented below in the comments section, should you have any questions or comments regarding this indicator. When my indicators achieve more prevalent use by TV members, I may implement more ideas when they present themselves as worthy additions. Have a profitable future everyone!
MalphasMalphas is an indicator derived from a Naberius trading algorithm. It detects the current local ranges in the market and prints a suggested entry accordingly at assumed channel tops & bottoms. As such, it excels at trading smaller more volatile timeframes but can, depending on the asset, be effective up to the daily time scales.
This algorithm was developed to trade primarily leveraged XBT; however, after exploring larger alt coins and the more traditional markets outside of cryptocurrency we found that Malphas does better than the average trader regardless of the pair or ticker being traded at the time. Any core changes to the live trading algorithm will be added to this indicator as they are deployed.
Suggested Methods of Operation:
1. Buy and Sell signals represent a possible trading opportunity. Based on our testing, manual traders should use the 15m - 30m for scalping and 60m - 240m or 1D for larger swings.
2. Upon signal print, place your limit orders spread throughout the current candles total body range. DO NOT MARKET IN. DO NOT CHASE. If the limit orders don't fill within the following candle regardless of timeframe being traded remove them and re-evaluate.
3. Malphas excels at trading "chop" aka tight ranging price action on small timeframes and consolidation phases.
4. Use standard candles. Heikin Ashi candles are ok but can be deceiving in times of localized price volatility
5. Trade the highs and lows. Establish the dominate range or channel and trade accordingly.
Mammon v3 StudyMammon is an indicator derived from a Naberius trading algorithm. It detects the current trend in the market and prints a suggested entry accordingly at assumed pivot points. As such, it excels at trading larger timeframes but can, depending on the asset, be effective down to the 15m and 30m time scales.
This algorithm was developed to trade primarily leveraged XBT; however, after exploring larger alt coins and the more traditional markets outside of cryptocurrency we found that Mammon does better than the average trader regardless of the pair or ticker being traded at the time. Any core changes to the live trading algorithm will be added to this indicator as they are deployed.
Suggested Methods of Operation:
1. Buy and Sell signals represent a possible trading opportunity. Based on our testing, manual traders should use the 30-60m for scalping and 240m and 1D for larger swings.
2. Upon signal print, place your limit orders spread throughout the current candles total body range. DO NOT MARKET IN. DO NOT CHASE. If the limit orders don't fill within the following candle regardless of timeframe being traded remove them and re-evaluate.
3. Mammon can be susceptible to "chop" aka tight ranging price action on small timeframes. If a Buy prints at the current resistance or Sell prints at current support it's best to not take that position or wait for volume confirmation before entering.
4. Use standard candles. Heikin Ashi candles are ok but can be deceiving in times of localized price volatility
5. Trade the trend. Establish the dominate direction then trade accordingly.
YK_28CRYPTO_Custom_RSICustom RSI over EMA
22/11 Crossover
Financial Interpretation: The Relative Strength Index is useful for detecting Movement which is not readily apparent, and also as a Reversal signal using Divergence between the RSI and price (an RSI above 70 or below 30 warns of coming reversals). The Relative Strength Index is smoother than the Rate of Change.
Calculation: The Relative Strength index is calculated using following algorithm:
1. Average Upward Price Move = EMA( Sum of all upward movements in Closing price )
2. Average Downward Price Move = EMA( Sum of all downward movements in Closing price )
3. Calculate Relative Strength (RS):
RS = Average Upward Price Move / Average Downward Price Move
4. Calculate the Relative Strength Index (RSI):
RSI = 100 - 100 / ( 1 + RS )
It warns of coming reversal convergence/divergence combined with Heiken Ashi
Breakfree Trading | DiscoveryThe Breakfree Trading Algorithm works by analyzing the market structure of an asset. A mathematical model is used to map out resistance and support zones as well as decode the psychological levels developed in the market.
Our algorithm works by spotting high probability trades and creating signals which indicate where you should enter the trade, take profits, or set the stoploss. However, the secret sauce is how trades are executed in those zones. The results vary depending on the market.
Follow the instruction on our website linked in the signature area or my profile to gain access to this algorithm.
Author: KTAS
Written by: Asger Emborg
Date: 1-November-2019
Version: v2.1.0 Discovery Public Release Nov-2019
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Copyright 2019 Breakfree Trading // Beige Holdings LLP
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Breakfree Trading | ProThe Breakfree Trading Algorithm works by analyzing the market structure of an asset. A mathematical model is used to map out resistance and support zones as well as decode the psychological levels developed in the market.
Our algorithm works by spotting high probability trades and creating signals which indicate where you should enter the trade, take profits, or set the stoploss. However, the secret sauce is how trades are executed in those zones. The results vary depending on the market.
Follow the instruction on our website linked in the signature area or my profile to gain access to this algorithm.
Author: KTAS
Written by: Asger Emborg
Date: 1-November-2019
Version: v2.1.0 Pro Public Release Nov-2019
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Copyright 2019 Breakfree Trading // Beige Holdings LLP
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Breakfree Trading | X The Breakfree Trading Algorithm works by analyzing the market structure of an asset. A mathematical model is used to map out resistance and support zones as well as decode the psychological levels developed in the market.
Our algorithm works by spotting high probability trades and creating signals which indicate where you should enter the trade, take profits, or set the stoploss. However, the secret sauce is how trades are executed in those zones. The results vary depending on the market.
Follow the instruction on our website linked in the signature area or my profile to gain access to this algorithm.
Author: KTAS
Written by: Asger Emborg
Date: 1-November-2019
Version: v2.1.0 Advanced Public Release Nov-2019
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Copyright 2019 Breakfree Trading // Beige Holdings LLP
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Lag-Less Rainbow RibbonThis is my polychromatic "Lag-Less Rainbow Ribbon" indicator using Pine Script version 4.0. I'm sure you may noticed by now, this indicator is truly an astounding rainbow to witness upon encountering it initially. It's jaw dropping beauty is the first of it's kind on TV, but will continue to shine here, or on your chart, so long as TV exists. This one isn't disappearing into non-existence any time soon.
It's extremely easy to use having only one input() to control the entire ribbon and it's lag. I couldn't make it any simpler to use, and that's one unique yet powerful feature of this elegant indicator. Another unique characteristic of deploying this in rainbow fashion is it provides very clear indications of when and where a significant reversal has occurred. Afterwards, trend direction following a large reversal is quickly established.
This script uses all 64 of the available plottable series TV will allow currently, so adding features to it may be impossible in the future. Yet the cloud handles it with ease and speed I have never encountered in a ribbon indicator before. The Pine Script in this indicator is highly optimized, coming in at a light weight 120+ lines of code, probably contributing to it's efficiency.
Lastly, with this flagship indicator, I included a multi-color "neon source" line to view close, hl2, etc... Any one of the two indicators may actually be enabled/disabled independently.
In the demonstration chart, you will witness the other color schemes available. I provided multiple color schemes for those of you who may have color blindness vision impairments. You may contact me in private, if these color schemes are not suitable for your diagnosed visual impairment, and you wish to contribute to seeing the color schemes improved along with other future indicators I shall release.
I.P.O.C.S.: "Initial Public Offering Clean Start" proprietary technology. Firstly, many of my other indicators already possess this capability. It allows suitable plotting from day one, minute one of IPO, remedying visually delayed signal analysis. It's basically accurate plotting from the very first bar (bar_index==0) on Tradingview. If you don't know what this is, most people don't, go back to the VERY beginning of any stock on the "All" chart and compare it to other similar indicators. What's so special about this? It is extremely difficult to get a healthy plot from bar_index==0 on any platform. However, I have become exceedingly talented performing this feat in most cases, but not all depending on the algorithm. This indicator is a successful accomplishment implementing IPOCS. It's inherent value is predominantly for IPO traders who in the past have had to wait 20, 50, and 150 bars before they obtain a precise indicator measurement for the simplest of algorithms in order to make a properly informed decision to potentially invest in an asset. How is this achieved? It's a highly protected secret of mine... but I will say I rarely use Pine built-in functions at all. When I do, I use them scarcely due to currently existing Pine language limitations.
Features List Includes:
I.P.O.C.S.(Initial Public Offering Clean Start) Technology
Enable/disable dark background for enhanced visibility
One "Lag Factor" adjustment to adjust them all
Color schemes
"Transparency" control
Independent "Source" options
This is not a freely available indicator, FYI. To witness my Pine poetry in action, properly negotiated requests for unlimited access, per indicator, may ONLY be obtained by direct contact with me using TV's "Private Chats" or by "Message" hidden in my member name above. The comments section below is solely just for commenting and other remarks, ideas, compliments, etc... regarding only this indicator, not others. When available time provides itself, I will consider your inquiries, thoughts, and concepts presented below in the comments section if you do have any questions or comments regarding this indicator. When my indicators achieve more prevalent use by TV members, I will implement more ideas when they present themselves as worthy additions. As always, "Like" it if you simply just like it with a proper thumbs up, and also return to my scripts list occasionally for additional postings. Have a profitable future everyone!
Crypto FOMO Strategy (monthly-access)PLEASE READ THE ENTIRE POST BEFORE PURCHASING & USING THE FOMO INDICATOR. Saves you and me some time in emails and messages. :)
This is the NEW MONTHLY ACCESS Version of the Crypto FOMO Strategy
Please check the links at the bottom of this post, so you find the way to our shop.
1 Month access is set at $25
10% Disount --> "FOMO25"
Any question, DM me here or on Twitter , check for link on the bottom.
The FOMO Buy Sell Indicator is a very specific strategy, cut down to its roots and made perfect for the volatile crypto market.
Many indicators focus only on one aspect, one side, one specific rule. As you know, this is not how life, the market or anything else works.
FOMO combines many different aspects at the same time, scans multiple other indicators and comes to a conclusion based on over 950 lines of code.
It is based on Divergences, Elliott Waves , Ichimoku , MACD , MACD Histogram, RSI , Stoch , CCI , Momentum, OBV, DIOSC, VWMACD, CMF and multiple EMAs.
Every single aspect is weighted into the decision before giving out an indication.
Most buy/sell indicators FAIL because they try to apply the same strategy to every single chart, which
are as individual as humans.
To conquer this problem, FOMO has a wide range of settings and variables which can be easily
modified.
To make it a true strategy, FOMO has as well settings for Take Profit Points, Multiple Entries and Stop Losses. Everything with an Alert Feature of course.
I know from experience that many people take one indicator and are simply too LAZY to add multiple indicators to make a rational choice.
The result of that is that they lose money, by following blatantly only one indicator.
FOMO has additional 7 indicators, perfect for the crypto market, which can be turned on and off.
FOMO Signals Settings
“Show Signals?” - On/Off to show the Buy/Sell Signals. “Aggressiveness” - Increase to make the signals less aggressive
and decrease to make them more aggressive.
“Show Custom FOMO Timeframe?” - On/Off to show FOMO Signals of a different timeframe in addition to the normal ones.
“Custom FOMO Timeframe?” - Choose the timeframe for the custom FOMO signals.
“Use Safe FOMO?” - On/Off to show only “safe” (less but more exact) FOMO signals.
“Safe FOMO Sells” - Settings for the “safe” FOMO Sell Signals. Decrease number for “less safe” Signals.
Increase number for “more safe” Signals.
“Safe FOMO Buys” - Settings for the “safe” FOMO Buy Signals. Decrease number for “more safe” Signals.
Increase number for “less safe” Signals.
FOMO Strategy Settings
“Take Profit 1 ” - On/Off to show TP1 points.
“Take Profit After %” - Set the percentage after which TP1 is
active.
“Take Profit 2 ” - On/Off to show TP2 points.
“Take Profit 2 After %” - Set the percentage after which TP2 is active.
“Take Profit 3 ” - On/Off to show TP3 points.
“Take Profit 3 After %” - Set the percentage after which TP3 is
active.
“Second Entry” - On/Off to show Second Entry points.
“Second Entry After %” - Set the percentage after which Second Entry is active.
“Third Entry ” - On/Off to Third Entry points.
“Third Entry After %” - Set the percentage after which Third
Entry is active.
“Stop Loss ” - On/Off to show Stop Loss points.
“Take Profit After %” - Set the percentage after which Stop Loss is active.
The FOMO Lifeguard is a special feature made to cancel out the “noice” of the signals and show only signals with a great technical significance.
For this FOMO uses the default settings of +7 and - 7. This references to an index value of multiple settings of almost all indicators used in this script.
+7 cuts out all sell signals below the index value of 7.
- 7 cuts out all buy signals above the index value of - 7.
Using the FOMO Lifeguard is a key element for a sustainable and profitable strategy.
As the normal FOMO Signals, the Lifeguard Signals are also bound to the “Aggressiveness”. Should the cut out of signals with the Lifeguard on be too big, try adjusting the “Aggressiveness”.
With this, once can choose and make this indicator PERFECT for his own strategy and trading style. Day Traders would use no “Lifeguard” and aggressive signals.
Swing Traders would use “Lifeguard” and aggressive signals.
To make the life of the FOMO user even easier, I have added all adjustable Take Profit Points, Multiple entry points and Stop Loss points.
Simply choose how many Take Profit points you would like to have and choose the percentage after which you would like to see the Take Profit point appear on the chart and notify you to take profits.
Are you a Trader who likes multiple entries? Also no problem with FOMO. Select how many additional entries you would like to have and after how many percent you would like them to appear on the chart and remind you of adding to the position.
What would a Strategy be without a Stop Loss? Same settings apply here as on the TPs and MEs .
Crypto Modified Indicators
“Show Divergences?” - On/Off to show Divergences on the Chart based on the data of 10 different indicators.
“Show Custom Divergences?” - On/Off to show Divergences on the chart of a custom timeframe.
“Custom Divergence Timeframe?” - Choose the Timeframe for which the Custom Divergences should appear on the chart.
“Show Oversold/bought?” - On/Off to change the colour of the chart in Oversold/bought conditions.
“Oversold/bought value?” - Choose a value for which the chart is Oversold/bought.
“Show Fibonacci Levels?” - On/Off to show automatic Fibonacci Levels.
“Fibonacci Lookback Lenght” - This value states how many candles from right now are taken into account to paint the Fibonacci Levels.
“Fibonacci Lookback Lenght” - Choose a custom Timeframe that should be used to paint the Fibonacci Levels.
Crypto Modified Indicators 2
“Show EMAs?” - On/Off to show three EMAs on the chart, after the example of @Teddycleps
“EMA Lenght 1” - Choose a value for the first EMA Lenght
“EMA Lenght 2 ” - Choose a value for the second EMA Lenght.
“EMA Lenght 3” - Choose a value for the third EMA Lenght.
The area between the first and third EMA is filled. Is EMA1 above 21, it’s filled green. Is it below, it’s filled red.
“Show Ichimoku? ” - On/Off to show Ichimoku on the chart.
“Show Tenkin?” - On/Off to show Tenkin on the chart.
“Tenkin” - Set the lenght of the Tenkin.
“Show Kijun?” - On/Off to show Kijun on the chart.
“Kijun” - Set the lenght of the Kijun.
“Show Senkou?” - On/Off to show the Senkou on the chart. “Senkou” - Set the lenght of the Senkou.
“Displacement” - Set the value of the Displacement.
“Show ZIG ZAG Lines?” - On/Off to show ZigZag Lines on the chart, used to identify short-term trends and EW counts.
“ZZ Lenght 1” - Set the first lenght of the ZigZag Lines.
“ZZ Lenght 2” - Set the second lenght of the ZigZag Lines.
FOMO without any doubt has Custom Alerts for all Signals that it is painting on the chart. This goes for the “Normal Signals” as well as for the “Lifeguard Signals”.
One can even choose to receive custom notifications for Take Profit points, Multiple Entry points and the Stop Loss points.
The signals appear on the chart DURING the candle, not at the end of the candle. Therefore, the alerts do this as well. These appear during the candle.
Here we can see all of the possible Alerts that can be chosen to be displayed. In total it is 30 different custom alerts, based on what the trader is looking for and how he is trading.
Personally, I have 10-15 coins that I trade the most and for these I have custom notifications, mostly though only the SAFE FOMO Buy and Sell Signals.
To activate Alerts for FOMO
1) Go to the “ALERT” icon on the top tool bar of your Tradingview.
2) Select “CONDITION” as “—Crypto FOMO Strategy—“
3) Then choose ONE condition from the list of conditions.
4) On “OPTIONS” you can set how many times it appears, I have “Once per Bar”.
4.1) If you want to make sure that the signal is truly there and not just a condition for a second during the candle, choose “ONCE PER BAR CLOSE”.
5) “Expiration Time” sets the time until the alert expires. PRO users have no expiration for alerts.
6) “Alert Actions” give you a row of choices what happens and how you want to be notified.
7) “Message” is the message that you receive inside the notification.
AFTERWORD/DISCLAIMER
FOMO has been created after my goal to #MakeCryptoProfessionalAgain. Every aspect of it has its own and very specific use, which traders have shown to find useful in their trading.
This Indicator is meant to help new and experienced traders to understand the various aspects of this market and access all of the most important and most commonly used tools, with JUST ONE CLICK.
FOMO should be used responsibly and treated as an indicator. Signals, scripts, algorithms can NEVER be 100% exact. It is up to the trader to make a well thought and educated decision, wether to follow a signal or not. Our brains are way more advanced than any indicator and algorithm.
I advise especially for this reason to have not just the signals turned on. Please do not use the SAME settings for each chart. Look which Aggressiveness and Lifeguard Settings fit your chart the most, you will be amazed how well some charts work with FOMO.
FOMO should NOT make you FOMO into a trade anymore. It should teach you to make more educated decisions and especially for margin trading reduce the risk of liquidation.
Should you have problems with being liquidated multiple times, I advise to use the “STOP LOSS” function.
Most importantly, enjoy the indicator and trading in general.
IPR Momentum Fader MSCMCMMomentum fader with volatillity index, directional bias, comfortable range and multiple settings.
How to use:
Pick a chart, mainly developed on XBT but supports every paid/index.
Supported Time Frames:
1M, 5M, 15M, 30M, 1HR, 4HR. Anything outside of these time frames will throw an error because those are not yet supported.
After you've picked a time frame select the stop loss size (is not calculated in pips but in volatillity index)
Then pick a setting for the algo to do it's calculations with. Every time frame comes with it's own algo to determine entries.
Exits must be done manually, it's not a pivot to pivot indicator.
Lime green bars signal bullish pivots
Maroon red bars signal bearish pivots
The upper boundaries of the "bands" are logical places to put stop losses outside of volatillity
The colouring of said bounderies indicate trend, likelihood of continuation.
Yellow: Pivot, Green: Bullish, Red: Bearish. Transitions from Yellow/Green to Red and the other way around are the most consistent.
Entries are signalled in blue (long) or red (short) and are fully calculated by the algo. About 95% run in profit short term: The only manual input the user has to give is the exit.
Don't request the code, I'm not selling it, it's not for unlicensed use.
4K+ Candlestacks/ColumnCandles Plus PerksFor all candle analysis enthusiasts out there, this is my cutting edge "4K+ Candlestacks/ColumnCandles Plus Perks" that I spontaneously invented long ago. Just when you may have thought it was the end of the evolutionary line for candle technology, it's not! There are candlesticks and now "candlestacks". Your eyes are presently gazing upon a NEW candle type intended for destiny well into the 21st century and onward to support much higher graphics resolutions including 4K, 8K, 16K+ yielding enhanced chart analytics. With extremely high resolution display technologies arriving within the affordable range, having thin 1 pixel wide traditional candle wicks are going to become more and more visually apprehensible. Particularly for folks with a visual acuity that is not par at 20/20 or have some degree of color blindness, the candlestacks have a "large" amount of different color schemes to select from.
"Candlestick charts" are suspected to have been invented by Munehisa Homma well over 200 years ago. We have been using technology that is older than the age of distributed electricity and the modern car combined with billions at stake, hour to hour of each day. While candlesticks are effective, by having an abundance of computing power, the old candlestick wick width is becoming indistinguishably lost in the fog of a plenitude of plots. After a short time of contemplating about it linguistically in Pine Script, I arrived at a eureka moment having an actual working candle that was entirely novel. However, I didn't want to stop there. It required color finesse for diagnosed visual impairments combined with methods such as Heikin Ashi variants. My intention while inventing this was to provide the ultimate experience in candle technology that could potentially exist.
"Candlestacks" are just like the original OHLC candlesticks, however the "wick" portion is more like a column displaying visually increased situational awareness. Immediately at first sight, I originally conceived of the name "ColumnCandles" upon initial inspection of the plot, being it was remarkably similar to overlapping column charts I have been seeing for years with data metrics. In my attempt to formulate a worthier name, I noticed their appearance looks like stacks of blocks. Stacks, sticks, it sounded rhythmically sweet. I decided candlestacks would be a more appropriate name for this candle type distinguishable from candlesticks, but all to similarly sounding. I am hopeful I chose candlestacks as a fitting name that the rest of the world may come to appreciate one day when the planet is powered by nuclear "compact fusion" reactors and everyone has personal aerial transportation availability. "Candlestacks" vs "ColumnCandles", leave your opinion below in the comments if you are compelled to do so, providing a consensus. I respect your opinion either way...
Heikin Ashi, with it's advantages of identifying current short term trends, seemed worthy of inclusion, so I decided to expand on candlestacks with three different formulations to select from, including a fourth OHLC basic type. There are two distinct methods of Hieken Ashi employing pre-smoothing and post-smoothing techniques, each of which having capabilities of using different smoothing filters that are selectable.
Other features include a brightening option for the first descending candle which is best suited while using Heikin Ashi. The candlestacks wick transparency is independently controllable. Descending candlestacks have a darker wick than the ascending kind. With the Heikin Ashi smoothing techniques, I included a selection to see traditional candlestick wicks in a supplementary fashion. Also, there is an option to control the amount of candlestacks that are displayable. This is also a multicator including my "SWIFT Moving Average Crossover", which is complimentary to the candlestacks, especially in one of the Heikin Ashi modes. This moving average crossover(MAC), having multiple color schemes, limits the divergences between the leading and lagging lines. Of notable mention, the crossover dots on the SWIFT MAC you see, are actually one bar late. Lastly, with this flagship indicator, I included a multi-color "neon source" line to view close, hl2, etc... in combination with the candlestacks yielding the best of both worlds selectively. Any one of the individual indicators may actually be enabled/disabled independently. Being this is an overlay chart, I "may" include other overlay indicators in the future where they provide an added benefit to what is already included.
I provided multiple color schemes for those of you who may have color blindness vision impairments. You may contact me in private, if these color schemes are not suitable for your diagnosed visual impairment, and you wish to contribute to seeing the color schemes improved along with other future indicators I shall release.
I.P.O.C.S.: "Initial Public Offering Clean Start" proprietary technology. Firstly, many of my other indicators already possess this capability. It allows suitable plotting from day one, minute one of IPO, remedying visually delayed signal analysis. It's basically accurate plotting from the very first bar (bar_index==0) on Tradingview. If you don't know what this is, most people don't, go back to the VERY beginning of any stock on the "All" chart and compare it to other similar indicators. What's so special about this? It is extremely difficult to get a healthy plot from bar_index==0 on any platform. However, I have become exceedingly talented performing this feat in most cases, but not all depending on the algorithm. This indicator is a successful accomplishment implementing IPOCS. It's inherent value is predominantly for IPO traders who in the past have had to wait 20, 50, and 150 bars before they obtain a precise indicator measurement for the simplest of algorithms in order to make a properly informed decision to potentially invest in an asset. How is this achieved? It's a highly protected secret of mine... but I will say I rarely use Pine built-in functions at all. When I do, I use them scarcely due to currently existing Pine language limitations.
Features List Includes:
I.P.O.C.S.(Initial Public Offering Clean Start) Technology
Enable/disable dark background for enhanced visibility
Color schemes for individual indicators
Controls for Heikin Ashi candlestacks smoothing
Historical bar controls
"Neon Source" options
Many, many more previously described...
This is not a freely available indicator, FYI. To witness my Pine poetry in action, properly negotiated requests for unlimited access, per indicator, may ONLY be obtained by direct contact with me using TV's "Private Chats" or by "Message" hidden in my member name above. The comments section below is solely just for commenting and other remarks, ideas, compliments, etc... regarding only this indicator, not others. When available time provides itself, I will consider your inquiries, thoughts, and concepts presented below in the comments section if you do have any questions or comments regarding this indicator. When my indicators achieve more prevalent use by TV members, I will implement more ideas when they present themselves as worthy additions. As always, "Like" it if you simply just like it with a proper thumbs up, and also return to my scripts list occasionally for additional postings. Have a profitable future everyone!
Many Moving AveragesThis script allows you to add two moving averages to a chart, where the type of moving average can be chosen from a collection of 15 different moving average algorithms. Each moving average can also have different lengths and crossovers/unders can be displayed and alerted on.
The supported moving average types are:
Simple Moving Average ( SMA )
Exponential Moving Average ( EMA )
Double Exponential Moving Average ( DEMA )
Triple Exponential Moving Average ( TEMA )
Weighted Moving Average ( WMA )
Volume Weighted Moving Average ( VWMA )
Smoothed Moving Average ( SMMA )
Hull Moving Average ( HMA )
Least Square Moving Average/Linear Regression ( LSMA )
Arnaud Legoux Moving Average ( ALMA )
Jurik Moving Average ( JMA )
Volatility Adjusted Moving Average ( VAMA )
Fractal Adaptive Moving Average ( FRAMA )
Zero-Lag Exponential Moving Average ( ZLEMA )
Kauman Adaptive Moving Average ( KAMA )
Many of the moving average algorithms were taken from other peoples' scripts. I'd like to thank the authors for making their code available.
JayRogers
Alex Orekhov (everget)
Alex Orekhov (everget)
Joris Duyck (JD)
nemozny
Shizaru
KobySK
Jurik Research and Consulting for inventing the JMA.
BitradertrackerEste Indicador ya no consiste en líneas móviles que se cruzan para dar señales de entrada o salida, si no que va más allá e interpreta gráficamente lo que está sucediendo con el valor.
Es un algoritmo potente, que incluye 4 indicadores de tendencia y 2 indicadores de volumen.
Con este indicador podemos movernos con las "manos fuertes" del mercado, rastrear sus intenciones y tomar decisiones de compra y venta.
Diseñado para operar en criptomonedas.
En cuanto a qué temporalidad usar, cuanto más grande mejor, ya que al final lo que estamos haciendo es el análisis de datos y, por lo tanto, cuanto más datos, mejor. Personalmente recomiendo usarlo en velas de 30 minutos, 1 hora y 4 horas.
Recuerde, ningún indicador es 100% efectivo.
Este indicador nos muestra en las áreas de color púrpura (manos fuertes) y en las áreas de color verde (manos débiles) y al mostrármelo gráficamente ya el indicador vale la pena.
El mercado está impulsado por dos tipos de inversores, que se denominan manos fuertes o ballenas (agencias, fondos, empresas, bancos, etc.) y manos débiles o peces pequeños (es decir, nosotros).
No tenemos la capacidad de manipular un valor, ya que nuestra cartera es limitada, pero podemos ingresar y salir de los valores fácilmente ya que no tenemos mucho dinero.
Las ballenas pueden manipular un valor ya que tienen muchos bitcoins y / o dinero, sin embargo, no pueden moverse fácilmente.
Entonces, ¿como pueden comprar o vender sus monedas las ballenas? Bueno, ellos hacen su juego: Tratan de hacernos creer que la moneda esta barata cuando nos quieren vender sus monedas o hacernos creer que la moneda es cara cuando quieren comprar nuestras monedas. Esta manipulación se realiza de muchas maneras, la mayoría por noticias.
Nosotros, los pequeños peces, no podemos competir contra las ballenas, pero podemos descubrir qué están haciendo (recuerde, son lentas, mueven sus monstruosas cantidades de dinero) debemos movernos con ellas e imitarlas. Mejor estar bajo la ballena que delante de ella.
Con este indicador puedes ver cuando las ballenas están operando y reaccionar ; porque el enfoque matemático que los sustenta ha demostrado ser bastante exitoso.
Cuando las manos fuertes están por debajo de cero, se dice que están comprando. Lo mismo ocurre con las manos débiles. Generalmente, si las manos fuertes están comprando o vendiendo, el precio está lateralizado. El movimiento del precio está asociado con las compras y ventas realizadas por la mano débil.
Espero que les sea de mucha utilidad.
Bitrader4.0
This indicator no longer consists of mobile lines that intersect to give input or output signals, but it goes further and graphically interprets what is happening with the value.
It is a powerful algorithm, which includes 4 trend indicators and 2 volume indicators.
With this indicator we can move with the "strong hands" of the market, track their intentions and make buying and selling decisions.
Designed to operate in cryptocurrencies.
As for what temporality to use, the bigger the better, since in the end what we are doing is the analysis of data and, therefore, the more data, the better. Personally I recommend using it in candles of 30 minutes, 1 hour and 4 hours.
Remember, no indicator is 100% effective.
This indicator shows us in the areas of color purple (strong hands) and in the areas of color green (weak hands) and by showing it graphically and the indicator is worth it.
The market is driven by two types of investors, which are called strong hands or whales (agencies, funds, companies, banks, etc.) and weak hands or small fish (that is, us).
We do not have the ability to manipulate a value, since our portfolio is limited, but we can enter and exit the securities easily since we do not have much money.
Whales can manipulate a value since they have many bitcoins and / or money, however, they can not move easily.
So, how can whales buy or sell their coins? Well, they make their game: They try to make us believe that the currency is cheap when they want to sell their coins or make us believe that the currency is expensive when they want to buy our coins. This manipulation is done in many ways, most by news.
We, small fish, can not compete against whales, but we can find out what they are doing (remember, they are slow, move their monstrous amounts of money) we must move with them and imitate them. Better to be under the whale than in front of her.
With this indicator you can see when the whales are operating and reacting; because the mathematical approach that sustains them has proven to be quite successful.
When strong hands are below zero, they say they are buying. The same goes for weak hands. Generally, if strong hands are buying or selling, the price is lateralized. The movement of the price is associated with the purchases and sales made by the weak hand.
I hope you find it very useful.
Bitrader4.0
BitradertrackerEste Indicador ya no consiste en líneas móviles que se cruzan para dar señales de entrada o salida, si no que va más allá e interpreta gráficamente lo que está sucediendo con el valor.
Es un algoritmo potente, que incluye 4 indicadores de tendencia y 2 indicadores de volumen.
Con este indicador podemos movernos con las "manos fuertes" del mercado, rastrear sus intenciones y tomar decisiones de compra y venta.
Diseñado para operar en criptomonedas.
En cuanto a qué temporalidad usar, cuanto más grande mejor, ya que al final lo que estamos haciendo es el análisis de datos y, por lo tanto, cuanto más datos, mejor. Personalmente recomiendo usarlo en velas de 30 minutos, 1 hora y 4 horas.
Recuerde, ningún indicador es 100% efectivo.
Este indicador nos muestra en las áreas de color púrpura (manos fuertes) y en las áreas de color verde (manos débiles) y al mostrármelo gráficamente ya el indicador vale la pena.
El mercado está impulsado por dos tipos de inversores, que se denominan manos fuertes o ballenas (agencias, fondos, empresas, bancos, etc.) y manos débiles o peces pequeños (es decir, nosotros).
No tenemos la capacidad de manipular un valor, ya que nuestra cartera es limitada, pero podemos ingresar y salir de los valores fácilmente ya que no tenemos mucho dinero.
Las ballenas pueden manipular un valor ya que tienen muchos bitcoins y / o dinero, sin embargo, no pueden moverse fácilmente.
Entonces, ¿como pueden comprar o vender sus monedas las ballenas? Bueno, ellos hacen su juego: Tratan de hacernos creer que la moneda esta barata cuando nos quieren vender sus monedas o hacernos creer que la moneda es cara cuando quieren comprar nuestras monedas. Esta manipulación se realiza de muchas maneras, la mayoría por noticias.
Nosotros, los pequeños peces, no podemos competir contra las ballenas, pero podemos descubrir qué están haciendo (recuerde, son lentas, mueven sus monstruosas cantidades de dinero) debemos movernos con ellas e imitarlas. Mejor estar bajo la ballena que delante de ella.
Con este indicador puedes ver cuando las ballenas están operando y reaccionar ; porque el enfoque matemático que los sustenta ha demostrado ser bastante exitoso.
Cuando las manos fuertes están por debajo de cero, se dice que están comprando. Lo mismo ocurre con las manos débiles. Generalmente, si las manos fuertes están comprando o vendiendo, el precio está lateralizado. El movimiento del precio está asociado con las compras y ventas realizadas por la mano débil.
Espero que les sea de mucha utilidad.
Bitrader4.0
This indicator no longer consists of mobile lines that intersect to give input or output signals, but it goes further and graphically interprets what is happening with the value.
It is a powerful algorithm, which includes 4 trend indicators and 2 volume indicators.
With this indicator we can move with the "strong hands" of the market, track their intentions and make buying and selling decisions.
Designed to operate in cryptocurrencies.
As for what temporality to use, the bigger the better, since in the end what we are doing is the analysis of data and, therefore, the more data, the better. Personally I recommend using it in candles of 30 minutes, 1 hour and 4 hours.
Remember, no indicator is 100% effective.
This indicator shows us in the areas of color purple (strong hands) and in the areas of color green (weak hands) and by showing it graphically and the indicator is worth it.
The market is driven by two types of investors, which are called strong hands or whales (agencies, funds, companies, banks, etc.) and weak hands or small fish (that is, us).
We do not have the ability to manipulate a value, since our portfolio is limited, but we can enter and exit the securities easily since we do not have much money.
Whales can manipulate a value since they have many bitcoins and / or money, however, they can not move easily.
So, how can whales buy or sell their coins? Well, they make their game: They try to make us believe that the currency is cheap when they want to sell their coins or make us believe that the currency is expensive when they want to buy our coins. This manipulation is done in many ways, most by news.
We, small fish, can not compete against whales, but we can find out what they are doing (remember, they are slow, move their monstrous amounts of money) we must move with them and imitate them. Better to be under the whale than in front of her.
With this indicator you can see when the whales are operating and reacting; because the mathematical approach that sustains them has proven to be quite successful.
When strong hands are below zero, they say they are buying. The same goes for weak hands. Generally, if strong hands are buying or selling, the price is lateralized. The movement of the price is associated with the purchases and sales made by the weak hand.
I hope you find it very useful.
Bitrader4.0
NGRN MACD-X & RSI v3.1 MACD-X, RSI & Volume Indicator & Alerts Study - Version 3.1
Overview
This study and it's associated strategy were modeled after the famous Philakone described algorithms on his now defunct instructional video series.
This indicator allows for full customisation of parameters and interaction between three indicators that allow users to shape their trading methods to their desired goals.
This associated strategy also allows users to backtest the study alerts script and find the best settings towards that end.
MACD + RSI + VOLUME - are of the most powerful and widely usded indicators, MACD/Histogram crosses, coupled with RSI & Volume increases/decreases will detects areas of deeply oversold / overbought and buys/sells on the reversal
Features
Full customisation - All parameters are open for customising to allow the trader to build their own strategy and adapt from market to market.
Clean/Simple UI - Facilitating ease of use.
Enable Buying or Selling, - or have them both active at the same time.
Toggle off and on ALTERNATING Buy and Sell feature (pyramiding) - to allow for consecutive DOLLAR COST AVERAGING style buys or SCALING out of an entry (partial sell).
Customizable Stop-Loss plot - to enable users to create a STOP-LOSS alert option or other alert(s) based on the plot location. See settings screenshot.
Study and associated Strategy - to use the TradingView ‘Strategy Tester’ back-testing features to find the best alert settings for specific coins in bear, bull and sideways markets.
Ideal for use with the Autoview trading bot
Changes Version 3.1
UI consolidates reduntant script inputs making the script easier to use.
Fixes STOP-LOSS algorithm.
Adds a STOP-LOSS Plot (red line) to enable users to create a STOP-LOSS alert option or other alert(s) based on the plot location. See settings screenshot.
Access
Full Access is 0.1 ETH , one time fee for LIFETIME access to the STUDY indicator, STRATEGY and future updates as well as support and SETTINGS for various markets on the Binance Exchange.
Settings
BUY SETTINGS: prntscr.com
SELL SETTINGS: prntscr.com
STOP-LOSS SETTINGS: prntscr.com
META: STDEV Study (Scripting Exercise)While trying to figure out how to make the STDEV function use an exponential moving average instead of simple moving average , I discovered the builtin function doesn't really use either.
Check it out, it's amazing how different the two-pass algorithm is from the builtin!
Eventually I reverse-engineered and discovered that STDEV uses the Naiive algorithm and doesn't apply "Bessel's Correction". K can be 0, it doesn't seem to change the data although having it included should make it a little more precise.
en.wikipedia.org
Acc/DistAMA with FRACTAL DEVIATION BANDS by @XeL_ArjonaACCUMULATION/DISTRIBUTION ADAPTIVE MOVING AVERAGE with FRACTAL DEVIATION BANDS
Ver. 2.5 @ 16.09.2015
By Ricardo M Arjona @XeL_Arjona
DISCLAIMER:
The Following indicator/code IS NOT intended to be a formal investment advice or recommendation by the
author, nor should be construed as such. Users will be fully responsible by their use regarding their own trading vehicles/assets.
The embedded code and ideas within this work are FREELY AND PUBLICLY available on the Web for NON LUCRATIVE ACTIVITIES and must remain as is.
Pine Script code MOD's and adaptations by @XeL_Arjona with special mention in regard of:
Buy (Bull) and Sell (Bear) "Power Balance Algorithm" by:
Stocks & Commodities V. 21:10 (68-72): "Bull And Bear Balance Indicator by Vadim Gimelfarb"
Fractal Deviation Bands by @XeL_Arjona.
Color Cloud Fill by @ChrisMoody
CHANGE LOG:
Following a "Fractal Approach" now the lookback window is hardcode correlated with a given timeframe. (Default @ 126 days as Half a Year / 252 bars)
Clean and speed up of Adaptive Moving Average Algo.
Fractal Deviation Band Cloud coloring smoothed.
>
ALL NEW IDEAS OR MODIFICATIONS to these indicator(s) are Welcome in favor to deploy a better and more accurate readings. I will be very glad to be notified at Twitter or TradingVew accounts at: @XeL_Arjona
Any important addition to this work MUST REMAIN PUBLIC by means of CreativeCommons CC & TradingView. Copyright 2015
Volume Pressure Composite Average with Bands by @XeL_ArjonaVOLUME PRESSURE COMPOSITE AVERAGE WITH BANDS
Ver. 1.0.beta.10.08.2015
By Ricardo M Arjona @XeL_Arjona
DISCLAIMER:
The Following indicator/code IS NOT intended to be a formal investment advice or recommendation by the author, nor should be construed as such. Users will be fully responsible by their use regarding their own trading vehicles/assets.
The embedded code and ideas within this work are FREELY AND PUBLICLY available on the Web for NON LUCRATIVE ACTIVITIES and must remain as is.
Pine Script code MOD's and adaptations by @XeL_Arjona with special mention in regard of:
Buy (Bull) and Sell (Bear) "Power Balance Algorithm" by :
Stocks & Commodities V. 21:10 (68-72):
"Bull And Bear Balance Indicator by Vadim Gimelfarb"
Adjusted Exponential Adaptation from original Volume Weighted Moving Average (VEMA) by @XeL_Arjona with help given at the @pinescript chat room with special mention to @RicardoSantos
Color Cloud Fill Condition algorithm by @ChrisMoody
WHAT IS THIS?
The following indicators try to acknowledge in a K-I-S-S approach to the eye (Keep-It-Simple-Stupid), the two most important aspects of nearly every trading vehicle: -- PRICE ACTION IN RELATION BY IT'S VOLUME --
A) My approach is to make this indicator both as a "Trend Follower" as well as a Volatility expressed in the Bands which are the weighting basis of the trend given their "Cross Signal" given by the Buy & Sell Volume Pressures algorithm. >
B) Please experiment with lookback periods against different timeframes. Given the nature of the Volume Mathematical Monster this kind of study is and in concordance with Price Action; at first glance I've noted that both in short as in long term periods, the indicator tends to adapt quite well to general price action conditions. BE ADVICED THIS IS EXPERIMENTAL!
C) ALL NEW IDEAS OR MODIFICATIONS to these indicator(s) are Welcome in favor to deploy a better and more accurate readings. I will be very glad to be notified at Twitter or TradingVew accounts at: @XeL_Arjona
Any important addition to this work MUST REMAIN PUBLIC by means of CreativeCommons CC & TradingView. --- All Authorship Rights RESERVED 2015 ---
Support & Resistance AI LevelScopeSupport & Resistance AI LevelScope
Support & Resistance AI LevelScope is an advanced, AI-driven tool that automatically detects and highlights key support and resistance levels on your chart. This indicator leverages smart algorithms to pinpoint the most impactful levels, providing traders with a precise, real-time view of critical price boundaries. Save time and enhance your trading edge with effortless, intelligent support and resistance identification.
Key Features:
AI-Powered Level Detection: The LevelScope algorithm continuously analyzes price action, dynamically plotting support and resistance levels based on recent highs and lows across your chosen timeframe.
Sensitivity Control: Customize the sensitivity to display either major levels for a macro view or more frequent levels for detailed intraday analysis. Easily adjust to suit any trading style or market condition.
Level Strength Differentiation: Instantly recognize the strength of each level with visual cues based on how often price has touched each one. Stronger levels are emphasized, highlighting areas with higher significance, while weaker levels are marked subtly.
Customizable Visuals: Tailor the look of your chart with customizable color schemes and line thickness options for strong and weak levels, ensuring clear visibility without clutter.
Proximity Alerts: Receive alerts when price approaches key support or resistance, giving you a heads-up for potential market reactions and trading opportunities.
Who It’s For:
Whether you're a day trader, swing trader, or just want a quick, AI-driven way to identify high-probability levels on your chart, Support & Resistance AI LevelScope is designed to keep you focused and informed. This indicator is the perfect addition to any trader’s toolkit, empowering you to make more confident, data-backed trading decisions with ease.
Upgrade your analysis with AI-powered support and resistance—no more manual lines, only smart levels!
APF Indicator with Enhanced Machine LearningKey Components:
Physics-Inspired Features:
Fractal Geometry (High/Low Signal): Utilizes pivot points to identify fractal patterns in price movements, which can signal potential market reversals.
Quantum Mechanics (Probabilistic Monte Carlo Signal): Employs Monte Carlo simulations to capture the probabilistic nature of market behavior, reflecting the randomness and uncertainty inherent in financial markets.
Thermodynamics (Efficiency Ratio Signal): Measures the efficiency of price movements over a period, comparing directional change to total volatility to assess trend strength.
Chaos Theory (Normalized ATR Signal): Analyzes market volatility using the Average True Range (ATR) and normalizes price deviations to identify chaotic market conditions.
Network Theory (Correlation Signal with BTC): Examines the correlation between the asset in question and Bitcoin (BTC) to understand interconnected market dynamics and potential influences.
String Theory (Combined RSI & MACD Signal): Combines the Relative Strength Index (RSI) and Moving Average Convergence Divergence (MACD) indicators to evaluate momentum and trend direction.
Fluid Dynamics (Normalized OBV Signal): Uses On-Balance Volume (OBV) to assess the flow of volume in relation to price changes, indicating buying or selling pressure.
Advanced Machine Learning Engine:
Ensemble Learning: Implements an ensemble of five machine learning models to improve predictive performance and reduce overfitting.
Adaptive Learning Rate (Adam Optimizer): Uses the Adam optimization algorithm to adjust learning rates dynamically, enhancing convergence speed and handling of noisy data.
Training Loop: Models are trained over a specified number of epochs, updating weights based on the error between predicted and actual values.
Feature Vector: Combines the physics-inspired signals into a feature vector that serves as input for the machine learning models.
Prediction and Error Calculation: Each ensemble member generates a prediction, and errors are calculated to refine model weights through gradient descent.
Signal Post-Processing:
Signal Smoothing: Applies an Exponential Moving Average (EMA) to smooth the machine learning signal, reducing noise.
Memory Retention Factor: Incorporates a memory factor to blend the smoothed signal with the raw prediction, balancing recent data with historical trends.
Color Coding: Assigns colors to the signal based on percentile ranks, providing visual cues for signal strength (e.g., green for strong signals, red for weak signals).
Market Condition Analysis:
Volatility Assessment: Compares short-term and long-term volatility to determine if the market is experiencing high volatility.
Trend Identification: Uses moving averages to identify bullish or bearish trends.
Background Coloring: Changes the chart background color based on market conditions, offering an at-a-glance understanding of current trends and volatility levels.
Usage and Customization:
Inputs and Parameters: The indicator allows users to customize various parameters, including learning rate, lookback period, memory factor, number of simulations, error threshold, and training epochs, enabling fine-tuning according to individual trading strategies.
Dynamic Adaptation: With adaptive learning rates and ensemble methods, the indicator adjusts to evolving market conditions, aiming to maintain performance over time.
Benefits:
Comprehensive Analysis: By integrating multiple physics-inspired signals, the indicator captures different facets of market behavior, from momentum to volatility to volume flow.
Enhanced Predictive Accuracy: The advanced machine learning engine, particularly the use of ensemble learning and the Adam optimizer, strives to improve prediction accuracy and model robustness.
User-Friendly Visualization: The use of color-coded signals and background shading makes it easier for traders to interpret the data and make informed decisions quickly.
Versatility: Suitable for various timeframes and assets, especially those with significant correlation to Bitcoin, given the inclusion of the network theory component.
Conclusion:
This indicator represents a fusion of advanced technical analysis and machine learning, leveraging complex algorithms to provide traders with potentially more accurate and responsive signals. By combining traditional indicators with innovative computational techniques, it aims to offer a powerful tool for navigating the complexities of financial markets.
