Fisher Transform w/ Dynamic Zones [Loxx]What is Fisher Transform?
The Fisher Transform is a technical indicator created by John F. Ehlers that converts prices into a Gaussian normal distribution.
The indicator highlights when prices have moved to an extreme, based on recent prices. This may help in spotting turning points in the price of an asset. It also helps show the trend and isolate the price waves within a trend.
What are Dynamic Zones?
As explained in "Stocks & Commodities V15:7 (306-310): Dynamic Zones by Leo Zamansky, Ph .D., and David Stendahl"
Most indicators use a fixed zone for buy and sell signals. Here’ s a concept based on zones that are responsive to past levels of the indicator.
One approach to active investing employs the use of oscillators to exploit tradable market trends. This investing style follows a very simple form of logic: Enter the market only when an oscillator has moved far above or below traditional trading lev- els. However, these oscillator- driven systems lack the ability to evolve with the market because they use fixed buy and sell zones. Traders typically use one set of buy and sell zones for a bull market and substantially different zones for a bear market. And therein lies the problem.
Once traders begin introducing their market opinions into trading equations, by changing the zones, they negate the system’s mechanical nature. The objective is to have a system automatically define its own buy and sell zones and thereby profitably trade in any market — bull or bear. Dynamic zones offer a solution to the problem of fixed buy and sell zones for any oscillator-driven system.
An indicator’s extreme levels can be quantified using statistical methods. These extreme levels are calculated for a certain period and serve as the buy and sell zones for a trading system. The repetition of this statistical process for every value of the indicator creates values that become the dynamic zones. The zones are calculated in such a way that the probability of the indicator value rising above, or falling below, the dynamic zones is equal to a given probability input set by the trader.
To better understand dynamic zones, let's first describe them mathematically and then explain their use. The dynamic zones definition:
Find V such that:
For dynamic zone buy: P{X <= V}=P1
For dynamic zone sell: P{X >= V}=P2
where P1 and P2 are the probabilities set by the trader, X is the value of the indicator for the selected period and V represents the value of the dynamic zone.
The probability input P1 and P2 can be adjusted by the trader to encompass as much or as little data as the trader would like. The smaller the probability, the fewer data values above and below the dynamic zones. This translates into a wider range between the buy and sell zones. If a 10% probability is used for P1 and P2, only those data values that make up the top 10% and bottom 10% for an indicator are used in the construction of the zones. Of the values, 80% will fall between the two extreme levels. Because dynamic zone levels are penetrated so infrequently, when this happens, traders know that the market has truly moved into overbought or oversold territory.
Calculating the Dynamic Zones
The algorithm for the dynamic zones is a series of steps. First, decide the value of the lookback period t. Next, decide the value of the probability Pbuy for buy zone and value of the probability Psell for the sell zone.
For i=1, to the last lookback period, build the distribution f(x) of the price during the lookback period i. Then find the value Vi1 such that the probability of the price less than or equal to Vi1 during the lookback period i is equal to Pbuy. Find the value Vi2 such that the probability of the price greater or equal to Vi2 during the lookback period i is equal to Psell. The sequence of Vi1 for all periods gives the buy zone. The sequence of Vi2 for all periods gives the sell zone.
In the algorithm description, we have: Build the distribution f(x) of the price during the lookback period i. The distribution here is empirical namely, how many times a given value of x appeared during the lookback period. The problem is to find such x that the probability of a price being greater or equal to x will be equal to a probability selected by the user. Probability is the area under the distribution curve. The task is to find such value of x that the area under the distribution curve to the right of x will be equal to the probability selected by the user. That x is the dynamic zone.
Included
3 signal types
Bar coloring
Alerts
Channels fill
Loxx's Expanded Source Types
Signals
Dynamic Zone Range on OMA [Loxx]Dynamic Zone Range on OMA is an One More Moving Average oscillator with Dynamic Zones.
What is the One More Moving Average (OMA)?
The usual story goes something like this : which is the best moving average? Everyone that ever started to do any kind of technical analysis was pulled into this "game". Comparing, testing, looking for new ones, testing ...
The idea of this one is simple: it should not be itself, but it should be a kind of a chameleon - it should "imitate" as much other moving averages as it can. So the need for zillion different moving averages would diminish. And it should have some extra, of course:
The extras:
it has to be smooth
it has to be able to "change speed" without length change
it has to be able to adapt or not (since it has to "imitate" the non-adaptive as well as the adaptive ones)
The steps:
Smoothing - compared are the simple moving average (that is the basis and the first step of this indicator - a smoothed simple moving average with as little lag added as it is possible and as close to the original as it is possible) Speed 1 and non-adaptive are the reference for this basic setup.
Speed changing - same chart only added one more average with "speeds" 2 and 3 (for comparison purposes only here)
Finally - adapting : same chart with SMA compared to one more average with speed 1 but adaptive (so this parameters would make it a "smoothed adaptive simple average") Adapting part is a modified Kaufman adapting way and this part (the adapting part) may be a subject for changes in the future (it is giving satisfactory results, but if or when I find a better way, it will be implemented here)
Some comparisons for different speed settings (all the comparisons are without adaptive turned on, and are approximate. Approximation comes from a fact that it is impossible to get exactly the same values from only one way of calculation, and frankly, I even did not try to get those same values).
speed 0.5 - T3 (0.618 Tilson)
speed 2.5 - T3 (0.618 Fulks/Matulich)
speed 1 - SMA , harmonic mean
speed 2 - LWMA
speed 7 - very similar to Hull and TEMA
speed 8 - very similar to LSMA and Linear regression value
Parameters:
Length - length (period) for averaging
Source - price to use for averaging
Speed - desired speed (i limited to -1.5 on the lower side but it even does not need that limit - some interesting results with speeds that are less than 0 can be achieved)
Adaptive - does it adapt or not
Variety Moving Averages w/ Dynamic Zones contains 33 source types and 35+ moving averages with double dynamic zones levels.
What are Dynamic Zones?
As explained in "Stocks & Commodities V15:7 (306-310): Dynamic Zones by Leo Zamansky, Ph .D., and David Stendahl"
Most indicators use a fixed zone for buy and sell signals. Here’ s a concept based on zones that are responsive to past levels of the indicator.
One approach to active investing employs the use of oscillators to exploit tradable market trends. This investing style follows a very simple form of logic: Enter the market only when an oscillator has moved far above or below traditional trading lev- els. However, these oscillator- driven systems lack the ability to evolve with the market because they use fixed buy and sell zones. Traders typically use one set of buy and sell zones for a bull market and substantially different zones for a bear market. And therein lies the problem.
Once traders begin introducing their market opinions into trading equations, by changing the zones, they negate the system’s mechanical nature. The objective is to have a system automatically define its own buy and sell zones and thereby profitably trade in any market — bull or bear. Dynamic zones offer a solution to the problem of fixed buy and sell zones for any oscillator-driven system.
An indicator’s extreme levels can be quantified using statistical methods. These extreme levels are calculated for a certain period and serve as the buy and sell zones for a trading system. The repetition of this statistical process for every value of the indicator creates values that become the dynamic zones. The zones are calculated in such a way that the probability of the indicator value rising above, or falling below, the dynamic zones is equal to a given probability input set by the trader.
To better understand dynamic zones, let's first describe them mathematically and then explain their use. The dynamic zones definition:
Find V such that:
For dynamic zone buy: P{X <= V}=P1
For dynamic zone sell: P{X >= V}=P2
where P1 and P2 are the probabilities set by the trader, X is the value of the indicator for the selected period and V represents the value of the dynamic zone.
The probability input P1 and P2 can be adjusted by the trader to encompass as much or as little data as the trader would like. The smaller the probability, the fewer data values above and below the dynamic zones. This translates into a wider range between the buy and sell zones. If a 10% probability is used for P1 and P2, only those data values that make up the top 10% and bottom 10% for an indicator are used in the construction of the zones. Of the values, 80% will fall between the two extreme levels. Because dynamic zone levels are penetrated so infrequently, when this happens, traders know that the market has truly moved into overbought or oversold territory.
Calculating the Dynamic Zones
The algorithm for the dynamic zones is a series of steps. First, decide the value of the lookback period t. Next, decide the value of the probability Pbuy for buy zone and value of the probability Psell for the sell zone.
For i=1, to the last lookback period, build the distribution f(x) of the price during the lookback period i. Then find the value Vi1 such that the probability of the price less than or equal to Vi1 during the lookback period i is equal to Pbuy. Find the value Vi2 such that the probability of the price greater or equal to Vi2 during the lookback period i is equal to Psell. The sequence of Vi1 for all periods gives the buy zone. The sequence of Vi2 for all periods gives the sell zone.
In the algorithm description, we have: Build the distribution f(x) of the price during the lookback period i. The distribution here is empirical namely, how many times a given value of x appeared during the lookback period. The problem is to find such x that the probability of a price being greater or equal to x will be equal to a probability selected by the user. Probability is the area under the distribution curve. The task is to find such value of x that the area under the distribution curve to the right of x will be equal to the probability selected by the user. That x is the dynamic zone.
Included
4 signal types
Bar coloring
Alerts
Channels fill
itrade buy/sellThe indicator was written based on several types of other indicators.
I took ema, rsi ema and an augmented version of qqe rsi.
The indicator checks for oversold or overbought on all of these indicators and, based on this, issues a buy or sell signal.
In the indicator, you can adjust the length of each point for yourself, so you can set rsi to 10 or 100, as it suits you.
The indicator works better on higher timeframes 4h-1w
But it can also be used on smaller timeframes, but the lower the timeframe, the higher the risk.
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Индикатор был написан на основе нескольких видов других индикаторов.
Я взял ema,rsi ema идополненую версию qqe rsi.
Индикатор проверяет перепроданость или перекупленость на этих всех индикаторах и изходя из этого выдаёт сигнал на покупку или продажу.
В индикаторе можно настроить длинну каждого пункта под себя,так вы можете поставить rsi на 10 или же на 100,как вам будет удобно.
Индикатор работает лучше на больших таймфреймах 4ч-1w
Но так же его можно использовать на более мелких таймфреймах,но чем ниже таймфрейм,тем выше риск.
Lune Market Analysis Premium- Version 0.9 -
Lune Algo was developed and built by Lune Trading, utilizing years of their trading expertise. This indicator works on all stocks, cryptos, indices, forex, futures , currencies, ETF's, energy and commodities. All the tools and features you need to assist you on your trading journey. Best of all, Lune Algo is easy to use and many of our tools and strategies have been thoroughly backtested thousands of times to ensure that users have the best experience possible.
Overview
Trade Dashboard—Provides information about the current market conditions, Such as if the market is trending up or down, how much volatility is in the market and even displays information about the current signal.
Trade Statistics—This tool gives you a breakdown of the Statistics of the current selected strategy based on backtests. It tells you the percentage of how often a Take Profit or Stop Loss was hit within a specific time period. Risk and Trade management is very important in trading, and can be the difference between a winning and losing strategy. So we believe that this was mandatory.
Current Features:
Advanced Buy and Sell Signals
Exclusive built-in Strategies
Lune Confidence AI
EK Clouds
Reversal Bands
Vray (Volume Ray)
Divergence Signals
Reversal Signals
Support/Resistance Zones
Built-in Themes
Built-in Risk Management system (take profit/stop loss)
Trade Statistics
Trade Assistance
Trade Dashboard
Advanced Settings
+ More coming soon, Big plans!
Features Breakdown:
Lune Confirmation—Used to help you confirm your trades and trend direction. It uses unique calculations, and its settings can be adjusted to allow traders to adapt the settings to fit their trading style.
Lune Confidence AI—All strategies are equipped with our exclusive built-in Confidence AI. This feature tells you how much confluence there is in a trade. It uses a rating system where signals are given a number from 0 to 5. A rating of 0 indicates that there is not a lot of confluence or confidence in the signal, while a rating of 5 indicates that there is a lot of confidence in the trade. This feature is not perfect and will be improved overtime.
Support/Resistance Zones—Calculates the most important support/resistance levels based on how many times a level has been used as support or resistance. Traders also refer to these as supply and demand zones and key levels.
EK Clouds—Used to further help you confirm trend and was optimized to also be used as support and resistance. This feature is powered by custom moving averages.
Reversal Bands—An optimized and improved version of the infamous Bollinger Bands. When price action takes place within the Reversal Bands it usually indicates that the current symbol is overextended and a reversal is possible.
Vray—Also Known as "Volume Ray", Assists you in better visualizing volume. This helps you find key levels and areas of support that you wouldn't be able to see otherwise. It helps you trade like the institutions.
This indicator's signals DO NOT REPAINT.
If you are using this script you acknowledge past performance is not necessarily indicative of future results and there are many more factors that go into being a profitable trader.
Fibonacci Moving AverageFibonacci moving averages are a more reactive form of EMA utilizing the Fibonacci sequence (1 2 3 5 8 13 ... etc) to weight values.
This method gives several advantages of EMAs: they respond much sooner to price action while still weighting for past values and longer MAs (200 candle, 800 candle) etc moving averages can be calculated from candle 1 - handy for newly listed cryptocurrencies, equities, ETFs, etc.
The script allows for up to 5 moving averages. They can also be set as WMAs which weight older values more than recent to create slow/fast MAs.
They can be used the same way regular EMAs/WMAs are used: crossovers give trade entry/exit points, can indicate trend by alignment with other MAs and by their angle up/down, and - less useful for FMAs since no one else uses them - they can provide resistance.
Scot Signal IndicatorThe Scot Signal Indicator is intended as a Scalping Resource. It was designed to work best on the ❗❗ 5 MINUTE CHART with Bitcoin ❗❗ / USD & USDT pairs.
🟡🔼🔽 Yellow Triangles : these are pre-signals. If the triangle is Pointing Down, then look for a possible Short to come, and vice-versa for Upward facing triangles will go Long.
* Be careful, this is a Canary in the Coal Mine, but not the full signal. Going purely on the triangle as a signal could lead to fake-outs more frequently.
🟩 🟥 Green & Red Boxes : these are "Long" & "Short" signals where the indicator feels the time is safe to enter a trade.
❗ EXITING THE TRADE ❗ : this is a scalping indicator, specifically meant for entering trades, NOT EXITING them. An ideal scalp is $100 - $200 Bitcoin move. Though, we run bots using this indicator, taking scalps as little
as $60, performing up to 8 trades a day.
Gucci Sniper Trading Bot [Open]A simple Buy/Sell signal algo designed for a trading bot.
Uses ATR and EMA cross to get signals.
Long and Short Signal_1hours [zavaUnni]This indicator is available in the 1 hour chart.
The Stochastic value of 1 hour of 3 types of length was requested, summed, and then the value was derived.
The blue line is the K and the orange line is D of the Stochastic.
The default is Stochastic, but when RSI is selected in the settings, it can be viewed as the relative strength index of the Stochastic.
If the K value crosses down at 100, a short signal is generated
Cross up below -100 and you'll get a long signal.
You can receive a ready signal by checking Position Ready in Settings.
Short ready signal when the k line goes up to 100.
Long ready signal when the k line goes below -100.
A small spread value of the candle relative to the volume is the principle that resistance has occurred.
Displayed the resistance value based on the average value of the last 100 candles.
The higher the value of the red Histogram, the stronger the selling.
The lower the value of the green Histogram value, the stronger the buying .
The gray histogram is when there's no buying or selling pressure.
Bull/Bear Buy/Bail CandlesBased on BullBearPower indicator, this is a heavily modified version with colored candles to show when bulls or bears are buying or bailing. Includes Fibonacci Levels based on Highest/Lowest value in variable length, along with optional second timeframe and alternative calculation for candles and linear regression curves for increased versatility. Green = bullish /long, Aqua = still-bullish albeit weakening, blue = weak albeit strengthening and red = weak/short. Perfect as a confirmation indicator for those looking to time markets.
Ext/Non EMA SignalsThis allows for one EMA to reference the regular session well the other references the extended session. A green arrow will appear above a bear candle closing above both the EMAs and a Red arrow on bull candles closing below both.
This saves me time from jumping back and forth from extended sessions and regular session.
Let me know if you have any questions, I just recently started using Pine Editor to build indicators I was not able to find in the library.
SP IndicatorSP Indicator - One of the best indicators for scalping trading on any timeframes. The best readings are given on 5, 15 and 30 minute frames.
For readings, several indicators are combined into one, which allows you to get a more accurate forecast, which is more than 90%.
Instruction.
The indicator is easy to use. Just install it and follow the arrows to go long or short. Stop loss set small, about 1-2%. In most cases, this is sufficient.
Good luck in bidding!
Phoenix Ascending SignalsThis is an overlay script for Phoenix Ascending Oscillator. This indicator will signal entries (red/green triangles) and bounces (yellow triangles). In settings select "Phoenix Ascending: Red RSI". You can overlay on the oscillator or over the chart (choose above and below bars in style settings)
Wizard AlgoWizard Algo:
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Features of the indicator:
- BULL/BEAR Signals
- TP (Take-Profit) and Exit System
- Possible Reversal Signals
- Reversal Scalper
- Reversal Bands
- Trend Bar Colors
- Auto Support/Resistance Levels
- Auto Trend-Lines
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Description:
1. Signals: The signals consists of 2 different approaches and the users can choose which signal type they want to use. The indicator gives bull/bear signals based on certain condition, such as trend and momentum. The "TP" signals stands for "Take Profit." These signals help users to decide when to take profits or liquidate all position. The Indicator includes an exit system that can used as another means of closing a position. The exit system uses a 1.5x risk to reward ratio to determine where to keep the take profit and stop loss target.
2.Reversal Scalper: Reversal scalpers are the tiny up(aqua) and down(fuchsia) triangles on the chart. These signals a possible reversal in the price and they can be used to enter a scalping trade. The signals uses mainly momentum and candle price action to determine when there could be a possible reversal in price.
3. Reversal Bands: The reversal band is the green/red cloud like indicator. This can help determine when a price is oversold and therefore, it could reverse. Same goes for the short side, if price is in the overbought territory, then it could reverse to the downside. The reversal bands uses mainly volatility. This is not the same thing as Bollinger bands.
4. Bar Colors: The candle bar colors helps to determine the current trend. The colors are given based on the current trend. The colors lime/red shows strong trend, and orange/cyan/blue shows weak trend.
5. Auto S/R and Auto trendlines: These indicators can be used for determining price actions. Both of these work in similar manner. They mainly look at the previous pivots and draws a line connecting the pivots. S/R are the horizontal lines and the trendline have angles to them.
Trend & Momentum V2Declutter your charts. Simple indicator combining trend and momentum using Moving Average (currently default to 9-day EMA) and RSI (default length of 8). A long signal is generated when the price closes above the moving average and the moving average color turns red to green which indicated that the momentum measured using RSI is greater than 50. A short signal is generated when the price closes below the moving average and the moving average color turns green to red indicating RSI is below 50. Confirmation is done if there is no reversal on the next candle. For best results use multiple timeframe charts to trade on the right side of trend and momentum.
Boom Hunter XL SignalsThis is the alerts script for Boom Hunter XL and overlays on top of your chart or over your indicator. Alerts are provided for common Boom Hunter XL signals such as breakouts, first pullbacks, pumps, dumps, overbought and oversold.
Small Triangle = First pullback entry
Triangle = Breakout
Square = Overbought/Oversold
Circle = Pump and Dump
Bar Colors can be turned on in the settings. Colors are available for signalling pressure, channel pressure and trend.
Best Ichimoku Buy and Sell with alertsThis is Indicator is based on Ichimoku Clouds with Buy and Sell positions and alerts. Before using this indicator take note of the following:
1. This indicator is not Repaiting.
2. there are three ways to put your SL/TP:
* you can use the yellow line above or below the candles to put your SL and your R/R ratio will be 1:1, 1:2, 1:3 (depending on the timeframe and the pairs you choose; I advise you to backtest in your desired timeframe and your currency pairs to choose the right R/R)
* You can choose SL/TP based on Percentage or ATR (It is configurable in the setting; I again advise you to backtest in your desired timeframe and your currency pairs to choose the right R/R)
3. Please pay attention to the Green and Red circles. If there is a Green circle before the Buy position it gives it more confirmation and if there is a Red circle before the Sell position it gives more confirmation on the Sell position (pay attention that these circles appear with latency)
4. If the yellow line is below the candles and it gives Sell signal or the yellow line is above the candles and it gives Buy signal, it is better to avoid that signals.
4. Use this indicator with top 30 Crypto pairs (You can also backtest on other coins as well)
5. Please use this indicator at your discretion and backtest first.
6. If you have any idea to improve the results please let me know in the comments.
Glow-Node AlertsGlow Node Multi Pair Alerts
This indicator allows you to set a single alert in trading view while being alerted of Glow Node auto pilot signals from up to 32 forex pairs.
How to Use
Simply open the indicator on screen.
By default the indicator will have all forex pairs unselected.
Open the settings and toggle the forex pair you would like to set an alert for in the current timeframe.
(Alert signals are optimised using our glow node auto pilot feature. These alerts cant be used with custom settings due to the pair switching.)
Set an alert in trading view and select the drop down.
Select Glow Node Multi alerts and your good to go......
Supported Pairs:
XAUUSD
XAGUSD
AUDCAD
AUDCHF
AUDJPY
AUDNZD
AUDUSD
CADCHF
CADJPY
CHFJPY
EURAUD
EURCAD
EURCHF
EURGBP
EURJPY
EURNZD
EURUSD
GBPAUD
GBPCAD
GBPCHF
GBPJPY
GBPNZD
GBPUSD
NZDCAD
NZDCHF
NZDJPY
USDCAD
USDCHF
USDJPY
BTCUSD
ETHUSD
LTCUSD
Fibonacci Progression with Breaks [LuxAlgo]This indicator highlights points where price significantly deviates from a central level. This deviation distance is determined by a user-set value or using a multiple of a period 200 Atr and is multiplied by successive values of the Fibonacci sequence.
Settings
Method: Distance method, options include "Manual" or "Atr"
Size: Distance in points if the selected method is "Manual" or Atr multiplier if the selected method is "Atr"
Sequence Length: Determines the maximum number of significant deviations allowed.
Usage
The indicator allows highlighting potential reversal points, but it can also determine trends using the central level, with an uptrend detected if the central level is higher than its previous value and vice versa for a downtrend.
When an uptrend is detected, and the price deviates significantly upward from it a first checkmark will be highlighted alongside the Fibonacci sequence used as a multiplier, if the price deviates downward, a cross will be shown instead, then the distance threshold will be multiplied by the next value in the Fibonacci sequence.
If the price deviates from the central level such that the length of the sequence is greater than the user set Sequence Length , a break label will be shown alongside a new central level with a value determined by the current closing price, while the Fibonacci multiplier will be reset to 1.
Upper and lower extremities made from the central level and threshold distance are highlighted and can be used as support and resistances.
Glow-NodeThis indicator uses multiple different indicators in confluence to identify the direction of the trend, pullback zones, accurate entry points and even exit points to give you a simpler trading experience!
Colour Changing Candles
Our first focus was to identify the direction of the trend so we created an indicator to do just that. Instead of having lots of indicators covering your screen we have set the candles to change colour when the trend changes direction! This means you can focus on taking buy trades when the candles are blue and sell trades when the candles are purple.
Glow Cloud
Our unique cloud works as a support and resistance zone, as well as giving you additional confirmation of the direction of the trend. When the price is above the cloud we’re in a buying market and when the price is below the cloud we’re in a selling market. We can also use breakouts and retests of the cloud to find good trade ideas.
Integrated Volume Indicators
Our volume indicators are working hard in the background to give us a better understanding of the market bias. Although you cannot see the indicators, they are used in confluence with the rest of the features to give us more accurate signals. You can also see whether the volume indicates bullish or bearish momentum using the confirmation table.
Main Signals
Our main signals work best between the 15m-4h timeframes. This feature will send you trading signals based on a few different strategies including MA crossovers. Glow Node will only send the signal when all of the confirmations align, giving you an extremely accurate trade set up. The confirmations consist of the market being in an uptrend, bullish volume, above the cloud and then a cross over signal with our secret tool for a buy trade and vice versa for a sell trade.
Scalping Signals
We know how much you all love scalping! When you drop to a 5 minute timeframe or lower, the main signals disappear and you will only be able to see the scalping signals. The scalping signals are triggered when the market pulls back to the cloud and rejects it meaning you can catch all the pullbacks and continuation as you trade with the trend! We’re honestly extremely excited about this feature!
Confirmation Table
Our confirmation table will tell you if all of the features above are in confluence with each other giving you great trading opportunities. It will also show you what direction the market is trending on higher timeframes. This means you can trade with a higher timeframe trend without having to change your screen. You also don’t have to put lots of effort into adding more confirmations if you miss a signal you can use your own strategy and the confirmations from this table to create your own trade ideas.
Stop Loss Indicators
Stop losses are always a topic of conversation when it comes to trading, do you place your stop loss below the previous low? Previous candle? Below a moving average? There’s so much confusion when it comes to where to put your stop loss so we added 2 different stop loss features which you can decide between. We are always optimising our stop loss settings with the current market conditions so that you can take less losing trades and focus more on winners!
Z-Score with Buy & Sell SignalsThis is my open-source indicator of z-score with buy and sell indicators.
I see there are other z-score indicators, I just am particular about how I like my z-scores calculated and so decided to make my own and add buy and sell signals to help guide me. And I figured I could share it openly here!
What is a Z-Score
A z-score is a statistical measures of the distance, in standard deviations, a value is from its given mean. It is expressed as a standard deviation (or SD). The further a value (in this case, a stock) is from their mean, the more likely a regression to the mean is possible (i.e. a return to the average). So if a stock is trading at 3 standard deviations away from its mean, then we can anticipate it wanting to regress back towards 1 to 0 standard deviations from its mean (i.e. sell off back to a value that brings it closer to that SD).
The inverse is true if it is trading below.
Z-Scores and Stocks
Stocks, like everything in nature, like to trade between -1 and +1 SD away from its mean. Anything above this, we can interpret that there is "stress" on the stock. Anything over 2.50 is tremendous stress on the stock and we can anticipate that it will want to revert to its mean in the near future and bring that value down to at least 1, ideally between the -0.5 and 0.5 range.
Please note, I set the standard VERY high for the indicator to issue a buy and sell signal (/=2.50). Lately with the volatility, stocks have been entering these ranges frequently and so there have been plenty of signals, but traditionally in a stable environment you may not get these signals. I set the bar extremely high because I want to avoid false buy and sell signals (you will still get them though, nothing is perfect!). So the value in this indicator is in interpreting the actual z-score itself, so please be sure you understand exactly what the Z-score is (see the description above).
How the indicator works
The indicator works by calculating the average Z-Score between a stocks high and low. This indicator will present the average deviation a stock has from its high and low average. The higher the Z-Score, the more "overbought" the stock is. The lower the z-score, the more "oversold" the stock is. It uses the previous 500 candles worth of data to calculate its SMA and its Standard deviation in order to calculate the z-score.
Anytime a stock trades 2.50 SDs or more above or below its mean, you will be presented with a Buy or Sell signal, as generally, statistically speaking, after something has travelled 2.50 SDs aware from its mean, there is an increased probability of a reversion happening.
You can use this indicator to determine whether the stock is trading within normal parameters or not and to help you in your analysis as to whether or not a stock could be shorted or longed.
I personally like this for swing trading on the 1 hour chart; however, this can be used on any time from 1 minute to 1 hour. It also allows you to track a stocks progress in its reversion to the mean.
Examples of it in Use:
Gold ETF (ARCA: GLD) on 1 minute
Dow Jones ETF (ARCA: DIA) on 1 minute (my favourite Stock!)
SPY ETF (ARCA: SPY) on 1 hour chart
Disclaimer:
This is not meant to be placed as a sole and single strategy. It should be used in COJUNCTION with your other strategies to help you make a determination.
No indicator is infallible and should never be relied on 100%!
Please let me know your questions/comments/experiences/recommendations below!
Thanks everyone!
Bounce Manager ATRThis is a tool to turn any line or indicator into a signaller from bounces from the source line.
The ATR version is build to specify what would be considered a worthy entry from the line using ATR multiplier values as inputs.
COMPONENTS:
- Max violation: When price moves past this the script will no longer look for entry until a new trend has been established. The line can also be used as a stop loss.
- Confirmation line: When price touches the line during a trend it
will wait to cross over this line to confirm a reaction from the line.
- Min past distance: A trend filtering system, this is a distance from
the line price has to break to confirm trend direction.
- Stop loss: This can be set to a percentage distance from the low after
bounce. Or it can be set to the max violation line
- Take profit: This can be a fixed take profit target or a risk to reward
based take profit. With risk to reward it will multiply the stop loss
distance by the input and use that to create target (green cross)
- ATR based or % based: there are 2 versions of the script, one for strict
percentage based logic and another one based on ATR values
In bounce manager v1 these stop loss and take profit targets are there only for plotting and visual backtesting purposes. Right now it can only send long and short signals.
Part of the Honest Algo service.
Momentum 2.0 [AstrideUnicorn]Momentum 2.0 is a normalized Momentum oscillator with a moving base-level. The oscillator value is normalized by its standard deviation, similar to the z-score technique. Instead of the zero level, the indicator uses the base-level calculated as the inverted long-term average value of the oscillator. Similar to the zero-level crossing signal used for the Momentum oscillator, our oscillator calculates the base level crossing signal.
The moving base-level helps to reduce the number of false signals. In an uptrend the base-level is below zero, in a downtrend it is above it. This allows us to take into account the trend stability effect. In this case, to form a reversal signal, the oscillator must cross a lower value in an uptrend and a higher value in a downtrend.
HOW TO USE
When the oscillator crosses above the base-level, it gives a bullish signal, when below it gives a bearish signal. The signals are displayed as green and red labels, respectively.
The color of the histogram shows the current direction of the price momentum. Green indicates an upward move and red indicates a downward move. The blue line represents the base-level.
SETTINGS
Oscillator Period - determines the period of the Momentum oscillator
Base Level Period - determines the period used for long-term averaging when calculating the base-level and normalizing the oscillator
Botvenko ScriptI just test&learn pine script...
Damn, what should I write here? So... Its just a differense between the logarithms of two prices of different periods (You can set the period you want)... And it looks really nice... Ahem...
I hope, you enjoy this piece of... Have a nice day, my dear.
