Polarized Fractal EfficiencyPolarized Fractal Efficiency
Description:
Technically, Polarized Fractal Efficiency (PFE) is a measure of market choppiness. It is an indicator derived from fractal geometry, the mathematics that describes chaotic systems.
This technical indicator was developed by Hans Hannula to determine price efficiency over a user-defined period. This indicator fluctuates between -100 and +100, with 0 as the centerline. Securities with a PFE greater than zero are deemed to be trending up, while a reading of less than zero indicates the trend is down. Polarized Fractal Efficiency's signature characteristic is its use of fractal geometry in determining how efficiently a security's price is moving.
This script uses a customized version of PFE formula and generates a long entry signal when the Polarized Fractional Efficiency (PFE) value crosses over a signal line, and/or generates a short entry signal when the PFE value crosses under a signal line.
The Polarized Fractional Efficiency indicator can be used to determine price efficiency over a user-defined time period. Assets with a PFE greater than zero are deemed to be trending up, while a reading of less than zero indicates the trend is down. The strengh of the trend is measured by the position of the PFE relative to the zero line.
As a general rule, the further the PFE value is away from zero, the stronger and more efficient the given trend is. A PFE value that fluctuates around the zero line could indicate that the supply and demand for the security are in balance and price may trade sideways.
Centered Oscillators
Bixord: THV3 TRIXTHV3 Trix helps you catch reversals. But remember, don't go against the trend.
You can use an EMA 50 to detect the overall trend or any other trend indicator of your choice
How to use:
Go long when price is > 50 EMA and THV3 TRIX turns green
Go short when price is < 50 EMA and THV3 TRIX turns red
MACD BandsThis is MACD indicator on the price chart. You can read the same information as the original MACD but much more.
You can use it the same way as MACD but it won't use any space below your chart. Also you can use signal line and cloud as trend confirmation: e.g. if above them it can be a stronger uptrend.
The signal line (yellow by default) can be used as a support-resistance line.
If teal line is above maroon line, MACD is positive, otherwise it is negative
MACD value is the width of the cloud
Cloud color is green when MACD histogram is positive, red if negative
You can change MA types
MACD and histogram values can be seen in Data Window
Similarity Search, Karobein and Seasonal Random IndexSimilarity Search, Karobein oscillator (KO) and Seasonal Random Index (SRI)
Description:
This indicator uses dynamic capabilities of Pinescript version 4 coupled with Seasonal Random Index (SRI) and Karobein Oscillator (KO). SRI (green/red areas) is employed to detect trends and KO (black curce) is used to find historical similarities to predict the next bar's direction. The midline arrows are the predictions produced by the similarity search algorithm.
Dominant Cycle Adaptive MACDThis Indicator is based on classic MACD but with an exceptional smoothing.
This smoothing eliminates the noise of the classic MACD as you see in the Chart
Adaptive MACD is compiled using with two adaptive moving averages, one adaptive to the dominant cycle and the other adaptive to twice the dominant cycle. As the basic behind the MACD is the difference of two moving averages we cannot find much difference between the conventional MACD (12, 26) and the adaptive MACD. However the adaptive MACD is less prone for less whipsaws and it catches the trends very well at the same time the catches the turning points in time. The Adaptive MACD is definite one notch better than the conventional MACD.
Dominant Cycle Period is calculated using Ehler's Method {Mentioned in the code}
This is how the Adaptiveness Impacts the Price Chart
1. (12, 26 EMA) VS Adaptive Dominant Cycle EMA
2. See how the Adaptive Lengths {both FastLength and SlowLength changes with time!}
Enjoy!
Fractal DimensionJohn F Ehlers' Fractal Dimension
Description:
Fractal Dimension is a measure of how complicated a self similar shape is. For instance, a line is smaller and more basic than a square.
The lower the Fractal Dimension the closer a stock chart is to a straight line and therefore the stronger the trend. High readings on the other hand reveal a complex fractal; the shape of a range bound market.
These two different market types require very different strategies in order to maximize profits and minimize losses.
BOSCILLATOR. A BOSS OSCILLATORI would like to first say I do not the indicator pieces. Would like to personally give thanks and credit to @MarkBench for coding this indicator and helping to get my vision for this system finally able to be published and used by anyone. I would also like the thank @lazy bear and @ChrisMoody for their bringing the Firefly oscillator and the SCHAFF TREND and the PPO price percentage oscillator to trading view. and @scilentor for his version of Godmode with LSMA . Thanks to @Shizaru for bringing Frama moving average (which we have adopted into the PPO as one of the base selections for the first time, as well as the ALMA ). Divergences have also been added. and components of the firefly have been removed such as the histogram. I have added two oscillators in the picture. The bottom is the standard settings. The above is how I prefer mine to look after tweaking the settings.
Before I get into explaining how its used. I want to say all the indicators are open and none privately owned or at least owned by indivduals who brought them to trading view. Any due permission is granted at my disclocsure. I also want to say this is not your typical mashup of indicators as the is a very clear way to view and use this specifically. Also I want to say original tools from their original scripts are also improved. For example the PPO being used we have added the FRAMA and ALMA moving average basis option which it did not have before. And now everything has clear divergences and some other minor changers. but here are the rules and examples.
THE BOSCILLATOR - A MULTI-LEVEL CONFLUENCE/CONFIRMATION FILTER VISUALIZATION
Some shorthand
(Main oscillator - firefly)
(background wave thing - PPO )
(the red vertical up and down line with red and green dots - STC )
(the blue, yellow and red dots - warning dots)
WHO IS THIS INDICATOR FOR? - This indicator itself is not meant to be a signal giver to buy or sell right now even though it could be and some of the original scripts are used as such. This indicator is actually meant to be a VISUAL CONFIRMATION & FILTER for trades taken in other methods outside of this indicator. What are some of those methods that may benefit from having this? Pivot point traders, FIB traders, Bollinger band traders, Moving average traders.. just to name a few. This indicator itself is meant to in a quick glance allow the trade to see the condition of many different elements outside of the main price and chart, and determine if that trade looks like it has too much risk, or if that trade looks suitable. It also provides a series of confirmations that could be used for adding to a position at different levels at the trade's discretion.
OPTIMAL CONDITIONS FOR CONSIDERING A SHORT = The PPO is orange/red + the STC is at the TOP + the Firefly is above the midline. The warning dots are being printed at the top. There is regular or hidden bearish divergence present.
OPTIMAL CONDITIONS FOR CONSIDERING A LONG = The PPO is light/dark green + the STC is at the BOTTOM + the Firefly is below the midline. The warning dots are being printed at the bottom. There is regular or hidden bullish divergence present.
Triggers for scaling/adding into your position = Keeping in mind that this oscillator on its own is not meant to be the sole reason for taking a trade, here are some triggers you will see for getting into position (preferably with the optimal conditions being met) The firefly flips from a green line into a red slide and vise versa. The firefly crosses the midline up or down. The STC begins going up/down and triggers a green or red dot while crossing one of the levels at 20 or 80. The warning dots being made begin to be printed lower/higher than the dot before last. The PPO shift from one color to the next in the favored direction of the trade you wish to make.
Signs for taking profit and protecting your trade = The Dots begin to print, the PPO changes colors at the top or bottom. the STC arrived are the top.
FILTER SITUATIONS TO AVOID TRADES = Wise to not take a trade if the PPO and the firefly do not agree. For example - if the PPO is showing green yet the firefly is still red may be an indication that it is getting a bit late for you to enter the trade. Same with opposing divergences and warning dots contradicting the trade you are looking at. The STC being already on the bottom or top may be a small indication that trade may already have been a little too ripe, but on its own is not always the case.
When selecting the PPO settings and moving average you are going to want it to be in favor of what you are trying to accomplish.IF you are one low time frames and trying to swing or scalp trade... chances are you want a reactive MA setting that iss responsive. Iwould recommend the HULL, ALMA, TEMA DEMA. For the Higher time frame the EMA or the T3 WDma can be wuite patient and helpful for a constant reminder of caution
Some notes - for the swing and scalp trading... in my experience the PPO moving average basis sees more responsive changes with the FRAMA , ALMA , HULL settings. for entering a trade, at least a couple of your triggers being present increases the success rate by a lot.
This chart illustrates the usefullness of having a Zero lag function for the firefly. The firefly should not be taken for signals or trades itself. However it is the most precise finder of divergences within the system. It is aways good to flip on and off zero lag just to take a quick look for divergences you might have mixed.
In this chart illustrates the general visual look and order of events to guide you along your way. Starts with the PPO turning green or red or orange which is potentially time to get out of your current trade. Then it switched colors when reversal begins and that is when you want to at the same time see the STC, the firefly, and lower caution dots coming in around the same area (highlighted in blue squares). Now near the end you see a red box. This is a filter aspect. The PPO is green, yet the others are saying down/short. This does not mean it must be a long, however it is great warning to maybe avoid getting to bearish for the downside in that time. You want the PPO and line up with the others and it should be visually apparent that they all want to go the same way.
Here is a list of some key elements (before changes this script made) of parts this oscillator includes. My original publication of my oscillation setup was blocked by the mods here.. this one however includes a large variety of items that have been altered from their original formats and a well-explained trading system to use it with.
// Firefly
Firefly Oscillator
// PPO
PPO PercentileRank Mkt Tops & Bottoms (@PuppyTherapy)
// Divergence
Divergence Indicator (any oscillator)
// Godmode
Godmode3.2+LSMA
// Schaff
Schaff Trend Cycle
// Frama
(FRAMA) Fractal Adaptive Moving Average
Machine Learning: kNN-based Strategy (update)kNN-based Strategy (FX and Crypto)
Description:
This update to the popular kNN-based strategy features:
improvements in the business logic,
an adjustible k value for the kNN model,
one more feature (MOM),
a streamlined signal filter and
some other minor fixes.
Now this script works in all timeframes !
I intentionally decided to publish this script separately
in order for the users to see the differences.
Ehlers Instantaneous Trend Line VS Kalman 1-dimensional filterThis indicator is showing difference between Ehlers Instantaneous Trend Line and Kalman 1-dimensional filter.
It is useful to see overbought and oversold areas of the chart.
I am using it on BTCUSD pair on 30, 45, 1H intervals.
I hope you will find it as useful as I do.
Put Call OscillatorThis is a volume-based oscillator used for detecting market sentiment.
This plots two moving averages of the CBOE S&P500 PCR (put call ratio), and a histogram to measure the distance between them. The histogram will generate signals of green (bullish) or red (bearish), depending on whether put volume is decreasing or increasing.
The moving averages are adjustable. They are set at 4 and 16 by default. Increasing the moving averages will generate less signals, while decreasing them will generate more signals.
The background will change color from red to green depending on whether the PCR is above or below 1.
I used capriole_charles script "Put/Call Ratio (PCR)" to help me build this.
Trend MagicTrend Magic is originally a MT platform (MetaTrader) indicator and it can be used with any forex trading systems / strategies for additional confirmation of trading entries or exits. Converted the MT platform code to TradingView Pine version 4. Also you can use Multiple Time Frame.
It also works well with Crypto and Stock Markets.
Trend Magic consists of two main calculation parts as momentum and volatility:
First part is ATR based (like ATR Trailing Stop) logic, second part is all about CCI which also determines the color of Trend Magic.
Blue: when CCI is positive
Red: when CCI is negative
Also added alert condition regarding price crosses :
when LOW CrossesAbove TM
and HIGH CrossesBelow TM
Enjoy
Kıvanç Özbilgiç
InfoPanel ExplainerCredits to @RicardoSantos for the infopanel script (www.tradingview.com)
Publishing this to hopefully start a common practice for indicators with multiple signals/rules to add an explanation of them into the indicator itself.
This would make it easier to learn new indicator setups when the reference material is all on one webpage.
May or may not be helpful to others but I needed it for something.
The indicator has inputs for where the label should go, the text size, whether or not to display the infopanel, and changing the colors for the text and background. I tried making it user friendly as possible
The example used is showcasing what the plots are in the ichimoku cloud indicator.
Volume Weighted MACD with Named PlotsLiterally just copied VWMACD but named the plot lines to make setting alerts more clear.
Uber Oscillator with DivergencesThis is a simple mod of the Uber Oscillator with more periods added to the mix and combined with a the Tradingview Divergence spotter.
Compare it to the standard Ultimate Oscillator and see the difference. Good to even overlay them even.
It basically just adds more detail. You won't always need it but sometimes it can catch big drops/peaks earlier then the standard AO while still retaining relative relaxedness during other periods.
The WWG Plan Indicator V2█ OVERALL
This indicator was specifically created for the Walsh Wealth Group.
In short it is a fusion of some of the most basic and widely used indicators to show overbought patterns and trend reversals.
Its best usage is with LTF scalping and agressive profit taking but can also be used to find HTF dips and buy-zones.
█ FEATURES
Buy Signal (Buy):
Printed only with all confirmations triggered
Small Buy Signal (B1 & B2)
Printed if some of the confirmations are triggered and can be treated as DCA entries or for further
confirmation with other indicators and basic TA.
Crayons (Color Bars):
Blue: RSI is oversold
Olive: RSI and Stoch RSI are oversold
Yellow: RSI, Stoch RSI are oversold and lower Bollinger Bands are crossed by Low
Orange: RSI, Stoch RSI and CCI are oversold
Trailing SL:
If activated in the config, a trailing SL can be displayed on the chart based on ATR.
█ SETTINGS
The underlying indicators used are RSI, Stoch RSI, Bollinger Bands, MACD and CCI.
All possible configs can be changed in the config settings.
█ GENERAL INFORMATION
Depending on the settings, the indicator performance will be highly affected.
This indicator is only displaying highly oversold areas and events of trend reversal it is not a *God*-Signal and will print false positives.
█ ALERTS
An alert for the main buy-signal is implemented and can be used via the TV alert functionality.
RSI-Last-3-ExtremaThis script indicates when the current Relative Strength Index of the last 8 closes is beyond a level from center oscillation which signals the equity is likely to reverse course. When it is the lowest RSI reading of the prior 3 readings and below 25, a green vertical bar will appear signaling a potential BUY point. Likewise, the highest reading of the prior 3 RSI readings and above 75 will signal a vertical red bar or SELL signal. The bar has to have a final close price for the signal to be active. Reversal could take a few more bars to occur depending on the timeframe and equity symbol.
You will be able to find many charts that have this signal perfectly finding the top or bottom of a significant trend.
It successfully indicates profitable reversal around 80% of the time. So far, It is 85% accurate or better in determining downtrend start points on the Daily, 120, 60, 30 Minute charts according to the study of more than 10,000 occurrences. It is 86% accurate on the 30 Minute chart.
This is another tool I use in finding or confirming potential price action. Hope you find it useful.
To add this, favorite the script by clicking "Add to your Favorite Indicators" at the top of the code portion below. On your top tool bar is an "fx" button with a downward arrow to the right of it. Click on the downward arrow/caret and scroll down to "RSI-Last-3-Extrema". Click on this title and it should add to the bottom of your current chart. If you do not see BUY (green vertical bars) or SELL (red vertical bars) right away, try other charts and timeframes.
Disparity Index Optimized for BTC_USD by M.YALCINThe disparity index measures the relative position of an asset's most recent closing price to a selected moving average and reports the value as a percentage.
A value greater than zero—a positive percentage—shows that the price is rising, suggesting that the asset is gaining upward momentum. Conversely, a value less than zero—a negative percentage—can be interpreted as a sign that selling pressure is increasing, forcing the price to drop. A value of zero means that the asset’s current price is exactly consistent with its moving average.
The disparity index is a momentum indicator that indicates the direction an asset is moving relative to a moving average.
Large moves in either direction for the index may foreshadow that a price correction is ahead, i.e., whether the asset is overbought or oversold.
EMA Cross and MACD Signal CombinedThe rule is simple.
When MACD crosses up, it is supposed to give a buy signal. However, before entering into a Long position, there is a need for a confirmation. This confirmation can be from a down trendline breakout or from another indicator.
In this case, I've chosen the Exponential Moving Average Cross to be as the confirmation.
The Buy Signal will appear when there it fulfills the following conditions:-
i. The MACD line is above the Signal Line
ii. The fast EMA crosses the Slow EMA
The Sell signal will appears when the opposite of the above condition is met.
This indicator is meant for the Swing Trader whom would like to hold a position for a long time.
Preprosessed & Standardized RSIDescription:
This is a preprocessed and standardized version of RSI indicator. You can replace RSI with any other indicator of your choice. Use this code as a framework for your ideas.
Time Threshold parameter is useful in handling a repainting issue. By setting it to higher values you can effectively eliminate repainting!
Cumulative Return, Win/Loss and Win Rate are quick & dirty performance measures helpful in tuning parameters.
Enjoy!
