Mean Reversion with Incremental Entry by HedgerLabsThe "Mean Reversion with Incremental Entry" strategy, designed by HedgerLabs, is an advanced TradingView strategy script focusing on the mean reversion technique in financial markets. This strategy is engineered for traders who prefer a systematic approach with an emphasis on incremental entries based on price movements relative to a moving average.
Key Features:
Moving Average Based Strategy: Central to this strategy is the simple moving average (SMA), around which all trade entries and exits revolve. Traders can customize the MA length, making it flexible for various trading styles and timeframes.
Incremental Entry Mechanism: Unique to this strategy is the incremental entry system. The strategy initiates an initial trade when the price deviates from the MA by a specified percentage. Subsequent entries are made at incremental steps, defined by the trader, as the price moves further away from the MA. This method can potentially capitalize on increasing market volatility.
Dynamic Position Management: The strategy intelligently manages positions by entering long when the price is below the MA and short when above, allowing for adaptive positioning in different market conditions.
Automated Exit Logic: Exit points are determined when the price touches the MA, aiming to close positions at potential reversal points for optimized trade outcomes.
Continuous Market Analysis: With 'calc_on_every_tick' enabled, the strategy constantly evaluates market conditions, ensuring prompt reaction to price movements.
Usage Scenario:
This strategy is particularly beneficial in markets exhibiting mean-reverting behavior. It is suitable for traders focusing on swing trading or those who prefer to scale into positions during periods of high volatility.
Disclaimer:
Please remember that this strategy is for informational and educational purposes only and is not intended as financial or investment advice. Trading in financial markets carries risks, including the potential loss of capital. We advise doing your own research and consulting with a financial expert before making any investment decisions.
Скользящие средние
Mean Reversion with Incremental Entry Alerts by HedgerLabsThe "Mean Reversion with Incremental Entry Alerts" is a sophisticated TradingView indicator designed by HedgerLabs. It's built on the concept of mean reversion, a fundamental trading strategy in financial markets. This indicator is tailored for traders seeking systematic and disciplined entry points in volatile markets.
Key Features:
Moving Average (MA) Based: At its core, the indicator utilizes a simple moving average (SMA) as the baseline for mean reversion. You can customize the length of the MA according to your trading style.
Initial Entry Conditions: The script generates initial buy and sell alerts based on a defined percentage deviation from the moving average. This approach allows traders to enter trades at points where the price significantly deviates from its mean, potentially signaling a reversion opportunity.
Buy and Sell Signals: Clear visual cues are provided for buy and sell positions, making it easy to interpret and act upon the signals.
Close Conditions: In addition to entry signals, the indicator also plots closing signals (green and red crosses) when the price touches the moving average. This feature assists in timely exits from positions, aiming to optimize trade outcomes.
Alert System: Integrated alert conditions notify you when a new buy or sell order condition is met, as well as when to close existing positions. This ensures you never miss an opportunity or an exit point.
Usage Scenario:
This indicator is particularly useful in markets where prices tend to revert to a mean value over time. It's ideal for day traders who focus on asset price volatility.
Disclaimer:
Please note that this tool is for informational and educational purposes only and should not be considered as financial or investment advice. Trading involves substantial risk, including the potential loss of principal. We recommend conducting your research and consulting with a financial expert before making any investment decisions.
Optimized Alligator RateA less conventional way of utilizing the "Williams Alligator," the Optimized Rate uses the rate of change of the averages within the Alligator in order to potentially forecast with greater accuracy. The true optimization comes from the calculation of the "McGinley Dynamic" to create zero lag smoothed moving averages. It's important to note the standard Alligator has always used the SMMA. Lastly, divergence between the rates has been calculated in plotting for clarification.
Mean Reversion Watchlist [Z score]Hi Traders !
What is the Z score:
The Z score measures a values variability factor from the mean, this value is denoted by z and is interpreted as the number of standard deviations from the mean.
The Z score is often applied to the normal distribution to “standardize” the values; this makes comparison of normally distributed random variables with different units possible.
This popular reversal based indicator makes an assumption that the sample distribution (in this case the sample of price values) is normal, this allows for the interpretation that values with an extremely high or low percentile or “Z” value will likely be reversal zones.
This is because in the population data (the true distribution) which is known, anomaly values are very rare, therefore if price were to take a z score factor of 3 this would mean that price lies 3 standard deviations from the mean in the positive direction and is in the ≈99% percentile of all values. We would take this as a sign of a negative reversal as it is very unlikely to observe a consecutive equal to or more extreme than this percentile or Z value.
The z score normalization equation is given by
In Pine Script the Z score can be computed very easily using the below code.
// Z score custom function
Zscore(source, lookback) =>
sma = ta.sma(source, lookback)
stdev = ta.stdev(source, lookback, true)
zscore = (source - sma) / stdev
zscore
The Indicator:
This indicator plots the Z score for up to 20 different assets ( Note the maximum is 40 however the utility of 40 plots in one indicator is not much, there is a diminishing marginal return of the number of plots ).
Z score threshold levels can also be specified, the interpretation is the same as stated above.
The timeframe can also be fixed, by toggling the “Time frame lock” user input under the “TIME FRAME LOCK” user input group ( Note this indicator does not repain t).
Blockunity Excess Index (BEI)Identify excess zones resulting in market reversals by visualizing price deviations from an average.
The Excess Index (BEI) is designed to identify excess zones resulting in reversals, based on price deviations from a moving average. This moving average is fully customizable (type, period to be taken into account, etc.). This indicator also multiplies the moving average with a configurable coefficient, to give dynamic support and resistance levels. Finally, the BEI also provides reversal signals to alert you to any risk of trend change, on any asset.
The Idea
The goal is to provide the community with a visual and customizable tool for analyzing large price deviations from an average.
How to Use
Very simple to use, this indicator plots colored zones according to the price's deviation from the moving average. Moving average extensions also provide dynamic support and resistance. Finally, signals alert you to potential reversal points.
Elements
The Moving Average
The Moving Average, which defaults to a gray line over 200 periods, serves as a stable reference point. It is accompanied by an Index, whose color varies from yellow to orange to red, offering an overview of market conditions.
Extensions
These dynamic lines can be used to determine effective supports and resistances.
Signals
Green and red triangles serve as clear indicators for buy and sell signals.
Settings
Mainly, the type of moving average is configurable. The default is an SMA.
A Simple Moving Average (SMA) calculates the average of a selected range of prices by the number of periods in that range.
But you can also, for example, switch the mode to EMA.
The Exponential Moving Average (EMA) is a moving average that places a greater weight and significance on the most recent data points:
You also have WMA.
A Weighted Moving Average (WMA) gives more weight on recent data and less on past data:
And finally, the possibility of having a PCMA.
PCMA takes into account the highest and lowest points in the lookback period and divides this by two to obtain an average:
You can change other parameters such as lookback periods, as well as the coefficient used to define extension lines.
You can refer to the tooltips directly in the indicator parameters.
For those who prefer a minimalist display, you can activate a "Bar Color" in the settings (You must also uncheck "Borders" and "Wick" in your Chart Settings), and deactivate all other elements as you wish:
Finally, you can customize all the different colors, as well as the parameters of the table that indicates the Index value and the asset trend.
How it Works
The Index is calculated using the following method:
abs_distance = math.abs(close - base_ma)
bei = (abs_distance - ta.lowest(abs_distance, lookback_norm)) / (ta.highest(abs_distance, lookback_norm) - ta.lowest(abs_distance, lookback_norm)) * 100
Signals are triggered according to the following conditions:
A Long (buy) signal is triggered when the Index falls below 100, when the closing price is lower than 5 periods ago, and when the price is under the moving average.
A Short (sell) signal is triggered when the Index falls below 100, when the closing price is greater than 5 periods ago, and when the price is above the moving average.
ATR & RSI ConfluenceIntroducing the "Confluence Strategy": Your Go-To for Savvy Trading!
1.ATR Trailing Stop - Your Market Volatility Compass:
What's ATR? Think of it as the pulse of market excitement. It measures how wildly prices are swinging.
ATR Trailing Stop: This is where the magic happens. Picture it as a dynamic line that dances with the price. When the market climbs, it climbs; when the market drops, it drops. It's your trend-tailored safety net, ensuring you ride the waves but bail before the tide turns!
2. RSI - The Market's Mood Ring:
RSI Lowdown: It's like a speedometer for price moves. Ranges from 0 to 100 – the closer to 100, the more it hints that prices might take a breather (overbought), and the closer to 0, the more it suggests prices might jump back up (oversold).
RSI Filter in Action: We're flipping the script here. No selling if the market's not in the oversold zone, and no buying if it's not feeling overbought. We're after that sweet momentum!
3. HEMA and Hull EMA - Your Trend Trackers:
HEMA & Hull EMA: These aren't your grandpa's moving averages. They're faster, sharper, and ready to catch the latest price trends. Like a hawk eyeing its prey, they zero in on the latest market moves.
4. Buy/Sell Signals - Where the Thrill Happens:
Buying (LONG): It's go-time when:
The price is strutting above HEMA.
RSI is strutting its stuff above the overbought catwalk.
ATR trailing stop is nodding along with an uptrend.
And hey, you're not already riding the long wave.
Selling (SHORT): You make your move when:
The price is dipping below HEMA.
RSI is lurking below the oversold alley.
ATR trailing stop is signaling a downhill.
And you're not already surfing the short tide.
How to Rock this Strategy:
New traders, tune in! This strategy's like a symphony of indicators – trend (HEMA and Hull EMA), momentum (RSI), and market volatility (ATR) – all harmonizing to cue your entry points. It's about syncing with the market's rhythm to up your trade game.
Absolutely, let's fine-tune it to a snappier beat:
Rock Your Trades with "Confluence Strategy," MACD & Volume Oscillator!
🔥 MACD: Set at 72/144 for a Smooth Groove:
Think of MACD (72/144 settings) as your market groove detector. It's calibrated to catch longer-term trends and momentum, perfect for harmonizing with our "Confluence Strategy." This setting helps smooth out market noise, giving you a clearer picture of the trend.
🎛️ Volume Oscillator: Your 0% Beat Check:
The Volume Oscillator is your go-to for checking the market's pulse. It's simple: look for it to be above 0% when considering a trade. This indicates that the market is vibing with enough volume to support your move, adding an extra layer of confidence to your strategy.
🚀 Trading Symphony:
Together, "Confluence Strategy," MACD (72/144), and a positive Volume Oscillator create a powerful trio. They align your trades with the market's rhythm and volume energy, setting you up for potentially harmonious and profitable trades.
Remember, the best tunes are played with practice. Test this setup, feel its rhythm, and when you're ready, let your trades sing on the market charts!
SMA Direction Cross Currency SummaryThis script shows the average SMA direction of each of the majors and crosses when compared to each other. The more blocks to the right the stronger the currency on that timeframe. The more blocks to the left the weaker the currency.
I'm finding it useful to quickly know the average flow of movement for each currency on the higher timeframes and then focus on that for a daily trade. I also like how i dont have to keep jumping between instruments to stay upto date. I'm not a 'real' trader so I have very limited time and attention for this so this does the job as a crude replacement for trawling all the chart each day.
The currencies compared are:
-NZD
-AUD
-JPY
-CHF
-EUR
-GBP
-CAD
-USD
The way it is calculated is that its based on the 20 SMA. For each currency vs the other crosses:
if the SMA is pointing up and price is higher = +2
if the SMA is pointing up and price is lower = +1
if the SMA is pointing down and price is higher = -2
if the SMA is pointing down and price is lower = -1
So if we where considering GBP. We would do that for GBPNZD, GBPAUD, GBPPJY, GBPCHF, GBPEUR, GBPCAD, GBPUSD. We would then consider this sum against all the currencies to understand the relative strength.
Due to the limit on how many instruments can be called in a single indicated you need to load it for each currencies so 8 currencies = 8 indicators.
Its a bit of a frankinstien script - it just throw it togeather so its probably got redundant code etc. Its built around 20 SMA - no idea what would happens when you change that.
Trailing Stop-Loss Indicator (FinnoVent)The Dynamic 9 EMA Trailing Stop-Loss Indicator is a specialized tool designed for the TradingView community to enhance risk management in trading. This script dynamically adjusts a trailing stop-loss level based on the position of the price relative to a 9-period Exponential Moving Average (EMA), offering traders a systematic approach to protect potential profits and limit downside risk.
Functionality:
Adaptive Trailing Stop: The indicator calculates a trailing stop-loss that adjusts with the 9 EMA, providing a responsive method to secure gains or prevent extensive losses.
EMA Trend Indicator: The 9-period EMA serves as a momentum indicator, with the script adjusting the trailing stop-loss accordingly — above the EMA for short positions and below for long positions.
Entry Signal Visualization: Entry signals are visualized on the chart, indicating potential long and short positions based on price crossovers with the EMA.
Application:
This indicator is ideal for traders who utilize technical analysis to make informed decisions. By automatically adjusting the stop-loss level to the evolving market conditions, it is particularly useful for:
Day traders looking to capitalize on short-term price movements.
Swing traders aiming to secure positions during more extended market waves.
Any trading strategy that benefits from dynamic stop-loss management.
Usage:
To use the indicator, simply add it to your TradingView chart, and it will automatically plot the trailing stop levels. The green and red lines represent the trailing stops for long and short positions, respectively, providing clear visual cues for potential exit points.
Compliance with TradingView House Rules:
This script is provided for educational purposes and does not constitute investment advice. It is a unique creation that has been developed to contribute to the TradingView community by offering a tool that helps traders manage their trades more effectively.
Christmas Toolkit [LuxAlgo]It's that time of the year... and what would be more appropriate than displaying Christmas-themed elements on your chart?
The Christmas Toolkit displays a tree containing elements affected by various technical indicators. If you're lucky, you just might also find a precious reindeer trotting toward the tree, how fancy!
🔶 USAGE
Each of the 7 X-mas balls is associated with a specific condition.
Each ball has a color indicating:
lime: very bullish
green: bullish
blue: holding the same position or sideline
red: bearish
darkRed: very bearish
From top to bottom:
🔹 RSI (length 14)
rsi < 20 - lime (+2 points)
rsi < 30 - green (+1 point)
rsi > 80 - darkRed (-2 points)
rsi > 70 - red (-1 point)
else - blue
🔹 Stoch (length 14)
stoch < 20 - lime (+2 points)
stoch < 30 - green (+1 point)
stoch > 80 - darkRed (-2 points)
stoch > 70 - red (-1 point)
else - blue
🔹 close vs. ema (length 20)
close > ema 20 - green (+1 point)
else - red (-1 point)
🔹 ema (length 20)
ema 20 rises - green (+1 point)
else - red (-1 point)
🔹 ema (length 50)
ema 50 rises - green (+1 point)
else - red (-1 point)
🔹 ema (length 100)
ema 100 rises - green (+1 point)
else - red (-1 point)
🔹 ema (length 200)
ema 200 rises - green (+1 point)
else - red (-1 point)
The above information can also be found on the right side of the tree.
You'll see the conditions associated with the specific X-mas ball and the meaning of color changes. This can also be visualized by hovering over the labels.
All values are added together, this result is used to color the star at the top of the tree, with a specific color indicating:
lime: very bullish (> 6 points)
green: bullish (6 points)
blue: holding the same position or sideline
red: bearish (-6 points)
darkRed: very bearish (< -6 points)
Switches to green/lime or red/dark red can be seen by the fallen stars at the bottom.
The Last Switch indicates the latest green/lime or red/dark red color (not blue)
🔶 ANIMATION
Randomly moving snowflakes are added to give it a wintry character.
There are also randomly moving stars in the tree.
Garland rotations, style, and color can be adjusted, together with the width and offset of the tree, put your tree anywhere on your chart!
Disabling the "static tree" setting will make the needles 'move'.
Have you happened to see the precious reindeer on the right? This proud reindeer moves towards the most recent candle. Who knows what this reindeer might be bringing to the tree?
🔶 SETTINGS
Width: Width of tree.
Offset: Offset of the tree.
Garland rotations: Amount of rotations, a high number gives other styles.
Color/Style: sets the color & style of garland stars.
Needles: sets the needle color.
Static Tree: Allows the tree needles to 'move' with each tick.
Reindeer Speed: Controls how fast the deer moves toward the most recent bar.
🔶 MESSAGE FROM THE LUXALGO TEAM
It has been an honor to contribute to the TradingView community and we are always so happy to see your supportive messages on our scripts.
We have posted a total of 78 script publications this year, which is no small feat & was only possible thanks to our team of Wizard developers @alexgrover + @dgtrd + @fikira , the development team behind Pine Script, and of course to the support of our legendary community.
Happy Holidays to you all, and we'll see ya next year! ☃️
RSI/MFI Ultimate MAHello!
Today, I want to discuss a special indicator that I've developed. centers around a weighted moving average based on RSI/MFI.
1. Development Purpose
The primary goal of this indicator is to provide clearer insights into bullish and bearish signals in the market. It applies a weight to the RSI (Relative Strength Index) and MFI (Money Flow Index) values to offer more sensitive and predictive trend signals than traditional moving averages.
2. Usefulness
This indicator aids traders in identifying market volatility and bullish or bearish trends more easily. It is particularly responsive to market volatility, providing more accurate information for trading decisions.
3. Real-World Usage Examples
When applied to actual market data, this indicator clearly delineates bullish or bearish sections with its weighted moving average line. For instance, an upward trending moving average line indicates a bullish signal, while a downward trend suggests bearish momentum.
4. Meaning of Parameter Values
option: Allows choosing between RSI or MFI, each analyzing different market signals.
osc_len: Adjusting the oscillator length alters sensitivity.
ma_len: Setting the moving average length helps to modulate responsiveness to market fluctuations.
weight: Changing the weight fine-tunes the sensitivity of the moving average line.
By adjusting these parameters, the indicator can be customized to suit various market conditions.
Wishing you a successful trading day. Thank you!
Hurst ALMA Channels With Signals [UAlgo]
In the pursuit of identifying potential market pivots, a single measurement of Average True Range (ATR), may not provide sufficient information on its own, lacking directional insights. However, by employing a Moving Average (MA), specifically the Arnaud Legoux MA with Hurst C. calculation applied, a potential trading range can be visualized, taking recent volatility into account.
The underlying assumption is that if volatility remains relatively stable and the price extends beyond this ATR-derived range, there is a high probability of a reversion to the mean. At this point, it is postulated that available buying or selling pressure is depleted, prompting a pivot back to the mean.
To enhance the analysis, multiple MAs of different lengths are plotted. While individual MAs alone may not convey substantial information, observing reversions to the mean between MAs of varying lengths becomes insightful. Shorter MAs may oscillate above or below longer MAs, returning to the mean and creating crossover patterns.
The key innovation lies in combining these two concepts. By utilizing three different length MAs with corresponding ATR lengths, a dynamic system is established. The smallest band fluctuates within the medium band, and the medium band oscillates within the large band, creating approximate short, medium, and long trading ranges relative to the MAs.
For instance, in a theoretical scenario, when the smallest band reaches the upper limit of the medium band, and simultaneously, the medium band reaches the upper limit of the large band, and the price surpasses all of them, there is a heightened probability of a market reversal.
It's important to emphasize that these observations are based on historical volatility patterns and are subject to adjustments based on specific market conditions and the chosen instrument.
The developed indicator generates three distinct signal types, each providing valuable insights into potential market pivots without disclosing specific parameters:
Large Triangles : Representing a high-probability pivot, this signal occurs when the price surpasses all bands, either at the top or bottom. It suggests an extreme point where a pivot is likely.
Medium Triangles : Indicating a notable market event, this signal emerges when the price exceeds both the small and medium bands but falls short of surpassing the large band. Additionally, the small band must have exceeded the medium band. This configuration points to a significant market move with a potential for reversion.
Small Triangles : This signal is observed when the price surpasses both the small and medium bands, yet does not breach the large band. Notably, the small band should not have exceeded the medium band. This signal type suggests a distinctive market condition where a pivot may be imminent.
These triangle signals are designed to identify key points in the market where historical patterns indicate a likelihood of reversion or significant price movement. It is crucial to note that the interpretation of these signals should be adapted to specific market conditions and instruments.
Good luck to you all !
Trend Finding by EMAsINTRO
This indicator is a price action based tool used to visualize trends using Exponential Moving Averages (EMAs).
CONCEPTS
It's created with two EMAs with different lengths (9 and 15) based on user-defined parameters. The script calculates the EMAs for the given lengths using the closing prices of the asset.
The EMAs are plotted on the chart, and their colors are dynamically determined by a conditional statement. If slower EMA is crossing above the faster EMA than the color will be change, And vise-versa for the opposite.
USES:-
The visualization of EMAs in different colors assists in identifying potential trends:
a bullish trend when EMAs color is Blue
and a bearish trend when EMAs color are Red.
Purpose
This script provides a quick visual representation of potential trend changes based on the relationship between these two EMAs.
WPO Modified [BackQuant]The Wave Period Oscillator (WPO), developed by Akram El Sherbini, is a sophisticated technical analysis tool that offers traders a dynamic way to interpret market cycles. Its design is inspired by the natural ebb and flow of markets, which often follow cyclical patterns driven by underlying economic, political, and psychological factors. The oscillator's unique contribution to market analysis lies in its ability to smooth out the "noise" inherent in daily price movements, thus providing a clearer view of the market's rhythmic fluctuations over time.
-----> Time Cycle Oscillators' in the IFTA Journal 2018 (page 66 - 77), as found below:
ifta.org
El Sherbini's WPO is grounded in the concept of wave period analysis, which suggests that financial markets move in waves or cycles. The oscillator translates these movements into a visual tool that oscillates above and below a central zero line. Peaks and troughs on the oscillator correspond to the crests and troughs of market price waves, providing a visual representation of the market's heartbeat.
The WPO is not merely a tool for identifying trends but also for detecting shifts in market momentum. It does this through a mathematical model that measures divergence—when the direction of the oscillator deviates from the direction of price movement. Such divergences can be precursors to potential reversals or continuations in the market, offering traders advance notice of significant changes in price direction.
Further refining its utility, the WPO incorporates methods for calculating divergence that are sensitive to the unique conditions of different markets and securities. This includes adjusting for volatility and market velocity, allowing the oscillator to provide relevant signals regardless of the market environment.
In practical terms, traders use the WPO to time their entries and exits with greater precision. When the oscillator shows a high peak or a deep trough, it can signal that a market is potentially overbought or oversold, respectively. The WPO's smoothing property ensures that these signals are not just reactionary to short-term price spikes or drops, but indicative of more substantial, sustained movements.
By providing a more measured and smoothed analysis of market cycles, the WPO helps to filter out insignificant price movements and focus on the ones that matter—those that indicate a significant wave of buying or selling pressure. This can be particularly valuable in the cryptocurrency markets, where volatility is high, and traditional indicators may struggle to provide clear signals.
For traders and analysts alike, the Wave Period Oscillator represents a convergence of technical precision and market psychology. By focusing on the periodic nature of market movements, it aligns traders with the rhythm of the markets, potentially leading to more harmonious trading decisions that are in step with the market's natural waves.
Please see the backtest here:
For more simple terms:
You can use this indicator as a the oscillator
Above 0 for long
Below 0 for short
OR
WPO MA
Above 0 for long
Below 0 for short
MA+ ProjectionThe "MA+ Projection" indicator is designed to visualize the potential future direction of a moving average, taking into account the impact of historical data loss. It is primarily aimed at providing a practical perspective on how moving averages could evolve as older data points are no longer considered.
Key Features:
Supported Moving Averages: SMA, EMA, WMA, VWMA, and VAWMA (Volume Adjusted WMA).
Flexible Time Span Settings: Customize the moving average length in bars, minutes, or days.
Adjustable Projection Scope: Set a percentage of the measurement to project forward.
Projection 'Cone': Show/hide the deviation and control the multiple.
Use Last Source Value: An option to add the latest known value to the moving window instead of only letting the window shrink. (Enabled by default.)
How It Works:
Given the specified parameters, it takes the selected moving average type (a known formula like SMA, EMA, or WMA), and projects the future data points by continuing to move the data 'window' forward without adding any more data. By default, it extends the average by assuming the price hasn't changed after the last bar. Alternatively, the projection can be the result of shrinking the window as it moves forward without adding any new data points.
Note:
This tool is for visual projection, not prediction. Its purpose is to aid in the analysis of potential future trends based on historical data, not to provide definitive market forecasts.
FlexiMA Variance Tracker - Strategy [presentTrading]█ Introduction and How It Is Different
The FlexiMA Variance Tracker by PresentTrading introduces a novel approach to technical trading strategies. Unlike traditional methods, it calculates deviations between a chosen indicator source (such as price or average) and a moving average with a variable length. This flexibility is achieved through a unique combination of a starting factor and an increment factor, allowing the moving average to adapt dynamically within a specified range. This strategy provides a more responsive and nuanced view of market trends, setting it apart from standard trading methodologies.
BTC 8h L/S
Local
█ Strategy, How It Works: Detailed Explanation
The FlexiMA Variance Tracker, developed by PresentTrading, stands at the forefront of trading strategies, distinguished by its adaptive and multifaceted approach to market analysis. This strategy intricately weaves various technical elements to construct a comprehensive trading logic. Here's an in-depth professional breakdown:
🔶Foundation on Variable-Length Moving Averages:
Central to this strategy is the concept of variable-length Moving Averages (MAs). Unlike traditional MAs with a fixed period, this strategy dynamically adjusts the length of the MA based on a starting factor and an incremental factor. This approach allows the strategy to adapt to market volatility and trend strength more effectively.
Each MA iteration offers a distinct temporal perspective, capturing short-term price movements to long-term trends. This aggregation of various time frames provides a richer and more nuanced market analysis, essential for making informed trading decisions.
🔶Deviation Analysis and Normalization:
The strategy calculates deviations of the price (or the chosen indicator source) from each of these MAs. These deviations are pivotal in identifying the immediate market direction relative to the average trend captured by each MA.
To standardize these deviations for comparability, they undergo a normalization process. The choice of normalization method (Max-Min or Absolute Sum) can significantly influence the interpretation of market conditions, offering distinct insights into price movements and trend strength.
🔹Normalization: Absolute Sum
🔶Composite Oscillator Construction:
A composite oscillator is derived from the median of these normalized deviations. The median serves as a balanced and robust central trend indicator, minimizing the impact of outliers and market noise.
Additionally, the standard deviation of these deviations is computed, providing a measure of market volatility. This volatility indicator is crucial for assessing market risk and can guide traders in setting appropriate stop-loss and take-profit levels.
🔶Integration with SuperTrend Indicator:
The FlexiMA strategy integrates the SuperTrend indicator, renowned for its effectiveness in identifying trend direction and reversals. The SuperTrend's incorporation enhances the strategy's ability to filter out false signals and confirm genuine market trends.
* The SuperTrend Toolkit is made by @QuantiLuxe
This combination of the variable-length MA oscillator with the SuperTrend indicator forms a potent duo, offering traders a dual-confirmation mechanism for trade signals.
🔹Supertrend's incorporation
🔶Strategic Trade Signal Generation:
Trade signals are generated when there is a confluence between the composite oscillator and the SuperTrend indicator. For example, a long position signal might be considered when the oscillator suggests an uptrend, and the SuperTrend flips to bullish.
The strategy's parameters are fully customizable, enabling traders to tailor the signal generation process to their specific trading style, risk tolerance, and market conditions.
█ Usage
To effectively employ the FlexiMA Variance Tracker strategy:
Traders should set their desired trade direction and fine-tune the starting and increment factors according to their market analysis and risk tolerance.
Indicator Length: 5
Indicator Length: 40
The strategy is suitable for a wide range of markets and can be adapted to different time frames, making it a versatile tool for various trading scenarios.
█ Default Settings Impact on Performance: FlexiMA Variance Tracker
1. Trade Direction (Configurable: Long, Short, Both): Determines trade types. 'Long' for buying, 'Short' for selling, 'Both' adapts to market trends.
2. Indicator Source: HLC3: Balances market sentiment by considering high, low, and close, providing comprehensive period analysis.
4. Indicator Length (Default: 10): Baseline for moving averages. Shorter lengths increase responsiveness but add noise, while longer lengths favor trends.
5. Starting and Increment Factor (Default: 1.0): Adjusts MA lengths range. Higher values capture broad market dynamics, lower values focus analysis.
6. Normalization Method (Options: None, Max-Min, Absolute Sum): Standardizes deviations. 'None' for raw deviations, 'Max-Min' for relative scaling, 'Absolute Sum' emphasizes relative strength.
7. SuperTrend Settings (ATR Length: 10, Multiplier: 15.0): Influences indicator sensitivity. Short ATR or high multiplier for short-term, long ATR or low multiplier for long-term trends.
8. Additional Settings (Mesh Style, Color Customization): Enhances visual clarity. Mesh style for detailed deviation view, colors for quick market condition identification.
Simple Moving Average CrossoverThis Pine Script is a TradingView script for creating a technical analysis indicator known as a Simple Moving Average Crossover (SMAC). The script visualizes two moving averages on a chart and provides buy and sell signals based on the crossover of these moving averages.
Here's a breakdown of the script:
Input Parameters:
fastLength: The length of the fast/simple moving average.
slowLength: The length of the slow/simple moving average.
Moving Averages Calculation:
fastMA: Calculates the simple moving average with a length of fastLength using the closing prices.
slowMA: Calculates the simple moving average with a length of slowLength using the closing prices.
Plotting:
Plots the fast and slow moving averages on the chart using different colors.
Buy and Sell Signals:
buySignal: Generates a boolean series indicating a buy signal when the fast moving average crosses above the slow moving average.
sellSignal: Generates a boolean series indicating a sell signal when the fast moving average crosses below the slow moving average.
Plotting Signals:
Plots green triangle-up shapes below price bars for buy signals.
Plots red triangle-down shapes above price bars for sell signals.
In summary, this script helps traders visualize potential trend reversals by identifying points where a shorter-term moving average crosses above (buy signal) or below (sell signal) a longer-term moving average. These crossover signals are often used in trend-following strategies to capture potential changes in market direction. Traders can customize the script by adjusting the input parameters to suit their trading preferences.
Trend Strength GaugeTrend Strength Gauge with Modified Hull Moving Average (HMA)
Overview:
The indicator combines a modified Hull Moving Average (HMA) with a visual gauge that represents the strength and direction of the current trend. This helps traders quickly assess the trend's vigor and direction.
Key Features:
Modified Hull Moving Average (HMA):
Purpose: The HMA is a smoothed moving average designed to reduce lag and provide more responsive trend signals.
The indicator displays two HMA line and SMA line on the chart and fill color between them
based on HMA is above SMA or not.
Trend Strength Gauge:
Visualization: Below the chart, there's a gauge represented by gradient line gauge with "V" symbol.
The gauge line change color based on the direction of the trend.
Additionally, symbol "V" moves from solid color to transparent, indicating the trend's strength gradient.
Up Trend:
Dn Trend:
Trend Assessment:
When "V" at the strong teal collor it represents a strong positive trend (uptrend).
When "V" at the strong white collor it Indicates a strong negative trend (downtrend).
Arrow Movement: The symbol 'V' transitions from a solid color (teal or white) to a more transparent shade based on the strength of the trend.
Usage:
Trend Confirmation: Traders can use this indicator to confirm trends and assess their strength before making trading decisions.
Entry/Exit Points: The changing colors and transparency levels of the 'V' symbols can assist in identifying potential entry or exit points.
Can be used as a simple Hull indicator
This combined indicator simplifies trend analysis by offering an easily understandable visual representation of trend strength and direction.
Remember, while indicators are valuable tools, successful trading requires a comprehensive approach that incorporates multiple sources of information and risk management strategies.
Always exercise caution, apply critical thinking, and consider the broader market context when using indicators to make informed trading decisions.
Custom RSI with RMA SmoothingCustom RSI with RMA Smoothing is smoothing the classic Relative Strength Index to enhance the effectiveness of using the RSI for trend-following through noise reduction.
Principle:
1. RSI is smoothed by the Rolling Moving Average (RMA) and averaged Gains & Losses instead of the classic RSI calculation.
2. A RMA is plotted over the RSI where the crossovers can be entry and exit points.
How is RSI smoothed by the RMA:
1. Outside the common price sources a few new options like hhhlc or hlcc can be chosen where the emphasis is more on the high or the close of the chosen period.
2. Calculation of Price Change: After selecting the price source, the indicator calculates the price change by subtracting the previous period's price from the current price.
3. RMA Smoothing of Price Change: The key step in smoothing the RSI is the application of the Running Moving Average (RMA) to the price change. The length of this RMA is set by the user and determines the extent of smoothing. RMA is a type of moving average that gives more weight to recent data points, making it more responsive to new information while still smoothing out short-term fluctuations.
4. Determining Gains and Losses: The smoothed price change is then used to calculate the gains and losses for each period. Gains are considered when the smoothed price change is positive, and losses when it is negative.
5. Averaging Gains and Losses: These gains and losses are further smoothed by calculating their respective RMAs over the user-defined RSI length. This step is crucial as it dampens the impact of short-term price spikes and drops, giving a more stable and reliable measure of price momentum.
6. RSI Calculation: The standard RSI formula (100 - ) is then applied to these smoothed values. This results in the initial RSI value, which is already more stable than a typical RSI due to the previous smoothing steps.
7. Final RMA Smoothing of RSI: In a final layer of refinement, the RSI itself is smoothed using another RMA, over a length specified by the user. This additional smoothing further reduces the impact of short-term volatility and sharp price movements, providing a more coherent and interpretable RSI line.
ASFX SignalsDescription:
The ASFX Signals Indicator, created by OmegaTools, is an open-source Pine Script™ code designed to provide traders with valuable signals for potential entry and exit points in the market. This script incorporates a combination of Exponential Moving Average (EMA) signals and Volume Weighted Average Price (VWAP) confluence, enhancing the precision of trading decisions.
Key Features:
Threshold Configuration: Users can customize the threshold parameter (thres) to fine-tune signal sensitivity, adapting the indicator to different market conditions.
EMA Length Customization: The script allows traders to adjust the length of the Exponential Moving Average (EMA) with the "EMA Length" input, providing flexibility in capturing various trends.
Show/Hide Options: Users have the flexibility to choose whether to display the EMA line, VWAP confluence, and VWAP upper and lower bands, tailoring the visual representation based on individual preferences.
VWAP Confluence: The indicator integrates VWAP confluence, offering additional confirmation for trading signals. Traders can choose the VWAP resolution and set the deviation parameter for enhanced accuracy.
Signal Filtering: The script intelligently filters signals based on the percentage of the candle that crosses the EMA. Long signals are filtered out if the closing price is above the VWAP or the specified threshold, and short signals are filtered out if the closing price is below the VWAP or the threshold.
Visual Signals: The indicator provides clear visual signals for long and short entries, making it easy for traders to identify potential opportunities. The signals are accompanied by arrows and labels for quick interpretation.
How to Use:
Adjust the threshold, EMA length, and VWAP parameters based on your trading preferences.
Choose whether to display the EMA line, VWAP confluence, and upper/lower bands.
Interpret long and short signals for potential entry and exit points, considering the percentage of the candle that crosses the EMA.
Consider additional confirmation provided by VWAP confluence.
Concepts and Methodology:
The ASFX Signals Indicator combines EMA signals and VWAP confluence to generate actionable trading signals. The script intelligently considers the percentage of the candle that crosses the EMA, providing a nuanced approach to signal confirmation. The EMA offers trend insights, while VWAP confluence enhances signal reliability.
DUCANH - KELTNER CHANNELS + EMA STRATEGY This is a strategy/combination of warning indicators using 3EMA and Keltner Channels.
I set up this strategy with the aim of reducing analytical labor in the market. When this strategy warns signals, then buy or sell.
This strategy setup works for timeframes, however it can still work for different timeframes.
It works well with Gold in various timeframes. If you want to apply it to other currency pairs, you must fine-tune the parameters for maximum efficiency.
The strategy details are as follows:
Ingredient:
EMA50 + EMA120 + SMA
Keltner Channels
Long position Alert:
EMA50 is above EMA120
The candlestick touches the lower KC band
Long position alert will trigger when the candlestick reaches the above conditions and the candlestick starts crossing up to the SMA
Short position Alert:
EMA50 is below EMA120
The candlestick touches the upper KC band
A short position alert will trigger when the candlestick reaches the above conditions and starts crossing down to SMA
Recommended RR: 1:3
If you have any questions please let me know !
TASC 2024.01 Gap Momentum System█ OVERVIEW
TASC's January 2024 edition of Traders' Tips features an article titled “Gap Momentum” by Perry J. Kaufman. The article discusses how a trader might create a momentum strategy based on opening gap data. This script implements the Gap Momentum system presented therein.
█ CONCEPTS
In the article, Perry J. Kaufman introduces Gap Momentum as a cumulative series constructed in the same way as On-Balance Volume (OBV) , but using gap openings (today’s open minus yesterday’s close).
To smoothen the resulting time series (i.e., obtain the " signal line "), the author applies a simple moving average . Subsequently, he proposes the following two trading rules for a long-only trading system:
• Enter a long position when the signal line is moving higher.
• Exit when the signal line is moving lower.
█ CALCULATIONS
The calculation of Gap Momentum involves the following steps:
1. Calculate the ratio of the sum of positive gaps over the past N days to the sum of negative gaps (absolute values) over the same time period.
2. Add the resulting gap ratio to the cumulative time series. This time series is the Gap Momentum.
3. Keep moving forward, as in an N-day moving average.
FlexiMA Variance Tracker [presentTrading]🔶 Introduction and How it is Different
The FlexiMA Variance Tracker (FlexiMA-VT) represents a novel approach in technical analysis, distinctively standing out in the realm of financial market indicators. It leverages the concept of a variable Length Moving Average (MA) to create a versatile and dynamic oscillator. Unlike traditional oscillators that rely on a fixed-length MA, the FlexiMA-VT adapts to market conditions by varying the length of the MA, offering a more responsive and nuanced view of market trends. (*The achieved method took reference from SuperTrend Polyfactor Oscillator)
This innovative design allows the FlexiMA-VT to capture a broader spectrum of market movements, making it highly effective in diverse trading environments. Whether in stable or volatile markets, its adaptability ensures consistent relevance, providing traders with deeper insights into potential market swings.
The proposed oscillator accentuates several key aspects through a distinctive mesh of bars, which are derived from the differences between the price and a set of 20 Moving Averages, each altered by varying factors. The intensity of the mesh's colors serves as an indicator, with brighter hues signifying a greater convergence of Moving Average signals.
Starting Length = 5
Starting Length = 40
🔶 Strategy, How it Works: Detailed Explanation
1. Core Concept:
The FlexiMA-VT operates by comparing the price or an average value (indicator source) against a set of moving averages with varying lengths.
These lengths are dynamically adjusted through a starting factor and multiple increment factors, ensuring a comprehensive analysis over different time scales.
2. Normalization and Standard Deviation Calculation:
Once deviations are calculated, they undergo a normalization process, which can be set to 'None', 'Max-Min', or 'Absolute Sum'.
This step is crucial as it standardizes the deviations, allowing for a consistent scale of comparison.
The standard deviation of these normalized deviations is then calculated, offering insights into the market’s volatility and potential trend strength.
🔹Normalization
3. Median Value and Oscillator Creation:
The median of the normalized deviations forms the core of the FlexiMA-VT oscillator.
This median value provides a balanced central point, reflecting the consensus of various MA lengths.
The standard deviation bands plotted around the median enhance the interpretative power of the oscillator, indicating potential overbought or oversold conditions.
4. Multi-Factor Analysis:
The FlexiMA-VT uses multiple increment factors to generate a range of MAs, each factor representing a different scale of trend analysis.
By averaging the results from these different scales, the FlexiMA-VT forms a more comprehensive and reliable oscillator.
🔹Consensus
5. Practical Application:
Traders can use the FlexiMA-VT for various purposes, including identifying trend reversals, gauging market momentum, and determining overbought or oversold conditions.
Its dynamic nature makes it adaptable to different trading strategies, from short-term scalping to long-term position trading.
🔶 Settings
1. Indicator Source (indicatorSource): Determines the base data for calculations, typically a price average (HLC3).
2. Indicator Length (indicatorLength): Sets the base length for Moving Averages, influencing initial calculations.
3. Starting Factor (startingFactor): Initial multiplier for MA length, impacting the starting point of analysis.
4. Increment Factors (incrementFactor_1, incrementFactor_2, incrementFactor_3): Modulate the rate of change in MA lengths, adding variability.
5. Normalization Method (normalizeMethod): Standardizes deviations, with methods like 'Max-Min' and 'Absolute Sum' for comparability.
Technical Candle Alerts [SS]Releasing this fun little project indicator.
What is it?
The Technical Candle Alert indicator provides alerts based on multiple underlying technicals, including MFI, RSI, Stochastics, Z-Score, Pivot points and the EMA 50 and EMA 200 Death and Golden Cross.
What does it do?
The indicator looks back over a designated timeframe to look for max and min values of technicals, as well as track the EMA200 and EMA50.
When a candle approaches a previous max zone, pivot point or there is a death or golden cross, the indicator will signal on the candle that has triggered this event. Then you, as the trader, can determine whether you want to listen to the signal or ignore it.
How Does it Work?
The indicator is set to default and generally accepted settings for technicals, however you can modify them as you prefer.
The indicator is also programmed to identify the strongest trend period and set that as the lookback length. The theory is, you want to look at max and min technicals as well as pivot points in a recent area of a strong trend. However, if you want to over-ride the auto trend identification, you can simply unselect "Autotrend" and put in your desired manual lookback length.
The indicator will then keep track of max values for the various technicals and present you with alerts directly over the candle when a Max or Min value is triggered, or a pivot point is entered, etc.
Here are some examples:
Golden Cross:
Death Cross:
Previous Pivot Points:
Various Alerts:
Customization:
You can customize which alerts you want to turn off and on.
As well, there is a signal delay setting (wait setting). This prevents repeated, unnecessary signaling of the same signal. The default wait time is 5 signals, however you can adjust based on your desired tolerance. If you want it to always signal, adjust it to 0.
As indicated before, you can also adjust all of the technicals and the pivot bars for high and low pivots and you can manually set your lookback length.
That is the indicator in a nutshell, let me know if you have any questions that may not have been covered in the description. Its pretty straight forward once you play around with it.
Safe trades everyone and thanks for checking this out!
