[Sextan] %R Trend Exhaustion BacktestLevel: 1
NOTE: This is a request by @upslidedown to backtest %R Trend Exhaustion by upslidedown with my Sextan framework. You can backtest many of my indicators in minutes now! Of course,you can define your own indicator in the highlighted area in compliance with the uniform format, which guarantee when you use "Indicator on Indicator" function, it would not produce any error.
Courtesy of upslidedown for his %R Trend Exhaustionindicator
Background
Backtesting of technical indicators and strategies is the most common way to understand a quantitative strategy. However, the complicated configuration and adaptation work of backtesting many quantitative tools makes many traders who do not understand the code daunted. Moreover, although I have written a lot of strategies, I am still not very satisfied with the backtest configuration and writing efficiency. Therefore, I have been thinking about how to build a backtesting framework that can quickly and easily evaluate the backtesting performance of any indicator with a "long/short entry" indicator, that is, a "simple backtesting tool for dummies". The performance requirements should be stable, and the operation should be simple and convenient. It is best to "copy", "paste", and "a few mouse clicks" to complete the quick backtest and evaluation of a new indicator.
Luckily, I recently realized that TradingView provides an "Indicator on Indicator" feature, which is the perfect foundation for doing "hot swap" backtesting. My basic idea is to use a two-layer design. The first layer is the technical indicator signal source that needs to be embedded, which is only used to provide buy and sell signals of custom strategies; the second layer is the trading system, which is used to receive the output signals of the first layer, and filter the signals according to the agreed specifications. , Take Profit, Stop Loss, draw buy and sell signals and cost lines, define and send custom buy and sell alert messages to mobile phones, social software or trading interfaces. In general, this two-layer design is a flexible combination of "death and alive", which can meet the needs of most traders to quickly evaluate the performance of a certain technical indicator. The first layer here is flexible. Users can insert their own strategy codes according to my template, and they can draw buy and sell signals and output them to the second layer. The second layer is fixed, and the overall framework is solidified to ensure the stability and unity of the trading system. It is convenient to compare different or similar strategies under the same conditions. Finally, all trading signals are drawn on the chart, and the output strategy returns. test report.
The main function:
The first layer: "{Sextan} Your Indicator Source", the script provides a template for personalized strategy input, and the signal and definition interfaces ensure full compatibility with the second layer. Backtesting is performed stably in the backtesting framework of the layer. The first layer of this script is also relatively simple: enter your script in the highlighted custom script area, and after ensuring the final buy and sell signals long = bool condition, short = bool condition, the design of the first layer is considered complete. Input it into the PINE script editor of TradingView, save it and add it to the chart, you can see the pulse sequence in yellow (buy) and purple (sell) on the sub-picture, corresponding to the main picture, you can subjectively judge that the quality of the trading point of the strategy is good Bad.
The second layer: "{Sextan} PINEv4 Sextans Backtest Framework". This script is the standardized trading system strategy execution and alarm, used to generate the final report of the strategy backtest and some key indicators that I have customized that I find useful, such as: winning rate , Odds, Winning Surface, Kelly Ratio, Take Profit and Stop Loss Thresholds, Trading Frequency, etc. are evaluated according to the Kelly formula. To use the second layer, first load it into the TrainingView chart, no markers will appear on the chart, since you have not specified any strategy source signals, click on the gear-shaped setting next to the "{Sextan} PINEv4 Sextans BTFW" header button, you can open the backtest settings, the first item is to select your custom strategy source. Because we have added the strategy source to the chart in the previous step, you can easily find an option "{Sextan} Your Indicator Source: Signal" at the bottom of the list, this is the strategy source input we need, select and confirm , you can see various markers on the main graph, and quickly generate a backtesting profit graph and a list of backtesting reports. You can generate files and download the backtesting reports locally. You can also click the gear on the backtest chart interface to customize some conditions of the backtest, including: initial capital amount, currency type, percentage of each order placed, amount of pyramid additions, commission fees, slippage, etc. configuration. Note: The configuration in the interface dialog overrides the same configuration implemented by the code in the backtest script.
How to output charts:
The first layer: "{Sextan} Your Indicator Source", the output of this script is the pulse value of yellow and purple, yellow +1 means buy, purple -1 means sell.
The second layer: PINEv4 Sextans Backtest Framework". The output of this script is a bit complicated. After all, it is the entire trading system with a lot of information:
1. Blue and red arrows. The blue upward arrow indicates long position, the red downward arrow indicates short position, and the horizontal bar at the end of the purple arrow indicates take profit or stop loss exit.
2. Red and green lines. This is the holding cost line of the strategy, green represents the cost of holding a long position, and red represents the cost of holding a short position. The cost line is a continuous solid line and the price action is relatively close.
3. Green and yellow long take profit and stop loss area and green and yellow long take profit and stop loss fork. Once a long position is held, there is a conditional order for take profit and stop loss. The green horizontal line is the long take profit ratio line, and the yellow is the long stop loss ratio line; the green cross indicates the long take profit price, and the yellow cross indicates the long position. Stop loss price. It's worth noting that the prongs and wires don't necessarily go together. Because of the optimization of the algorithm, for a strong market, the take profit will occur after breaking the take profit line, and the profit will not be taken until the price falls.
4. The purple and red short take profit and stop loss area and the purple red short stop loss fork. Once a short position is held, there will be a take profit and stop loss conditional order, the red is the short take profit ratio line, and the purple is the short stop loss ratio line; the red cross indicates the short take profit price, and the purple cross indicates the short stop loss price.
5. In addition to the above signs, there are also text and numbers indicating the profit and loss values of long and short positions. "L" means long; "S" means short; "XL" means close long; "XS" means close short.
TradingView Strategy Tester Panel:
The overview graph is an intuitive graph that plots the blue (gain) and red (loss) curves of all backtest periods together, and notes: the absolute value and percentage of net profit, the number of all closed positions, the winning percentage, the profit factor, The maximum trading loss, the absolute value and ratio of the average trading profit and loss, and the average number of K-lines held in all trades.
Another is the performance summary. This is to display all long and short statistical indicators of backtesting in the form of a list, such as: net profit, gross profit, Sharpe ratio, maximum position, commission, times of profit and loss, etc.
Finally, the transaction list is a table indexed by the transaction serial number, showing the signal direction, date and time, price, profit and loss, accumulated profit and loss, maximum transaction profit, transaction loss and other values.
Remarks
Finally, I will explain that this is just the beginning of this model. I will continue to optimize the trading system of the second layer. Various optimization feedback and suggestions are welcome. For valuable feedback, I am willing to provide some L4/L5 technical indicators as rewards for free subscription rights.
Tìm kiếm tập lệnh với "trend"
trend judgment & multi ma1 The background is filled with the number of matches to the trend template.
For the following conditions, 7 matches are yellow, 8 matches are green, and 9 matches are blue.
1. the stock price is above the 150-day MA and 200-day MA
2. the 50-day MA is above the 200-day MA
3. 200-day MA is in an uptrend for at least one month
4. 50-day MA is above 150-day MA and 200-day MA
5. stock price is 25% or more above 52-week low
6. stock price is 0 - 25% below 52-week high
7. IBD RS is above 70, preferably in the 90s → I don't know the exact formula, so I'm approximating with a formula that gives similar values.
8. when the stock is breaking above the base, the stock price is above the 50MA → It is difficult to judge the base itself, so it is not included in the conditions.
9. volume is high during an upward and low during a downward → volume during an upward > volume during a downward in the past 20 periods.
ex1. the 5-day MA is above the 20-day MA.
2 multi moving averages are shown.
Leonidas Trend Following SystemThis indicator is the combination of the Exponential Moving Averages 55, 21.
This indicator is indicator will help to identify when the trend is reversing because the gradient of the colors.
this indicator is projecting the Moving Averages according to the slope.
[mdeacey] EMA% Channel + Bollinger Band Trending StrategyThis strategy is based off the users selection of an EMA and percentage defined middle, upper and lower channels. The strategy longs if the price crosses the middle to upper channel until such time that a "reversal candle" (that exceeds the averages of 3 and 9 above the EMA 3) is found – and then shorts that reversal candle in the hope the price will change state from trending to ranging and move back to the middle channel. The same but opposite process for shorts.
The two obvious fallbacks to this strategy are that:
- Once trending the price can continue upwards. We try to mitigate this through use of a stoploss defined by ATR.
- Certain percentage thresholds can trigger a long/short with not much room to move before coming back to the middle channel. This is a tightrope exercise as making the percentage channels tighter misses earlier entries in more optimal cases. Change the parameters to find an EMA and percentages to find the best R/R.
All options are configurable and code open source. Happy trading!
TrendStrength Turbo Bars - Directional TrendsMy interpretation of Danielle Shay's popular SimplerTrading TrendStrength Turbo indicator.
The TrendStrength indicator is based on a Fibonacci-based stacked EMA arrangement using the 5, 8, 13, 21 and 34 EMAs:
-> Green bars indicate an uptrend i.e. when the EMAs are positively stacked - there is more upward pressure than downward pressure in the price;
-> Red bars indicate a downtrend i.e. i.e. when the EMAs are negatively stacked - there is more downward pressure on the price; and
-> Yellow bars indicate no strong directional trend and potential for a reversal.
Volume spikes 50% above average volume are then flagged as dots at the bottom of the chart further confirming price momentum.
This indicator should compliment other popular indicators, as confirmation whether to stay in a position or not.
[LanZhu] - Bursa Index/Sector Trend With PortfolioDescription
Hi all, this is a simple indicator that shows trend of both KLCI and sectors of Bursa . The sector finding is using my Bursa_Sector library. Besides, I have also included portfolio tracker which is by Mohamed3nan in this script.
Usage
Top Trend - Malaysia KLCI Index Trend
Bottom Trend - Any Bursa Sector Trend
Portfolio Table - Copy from Portfolio Tracker by Mohamed3nan
Baekdoo arrows (white : long term CCI trend changing signal)Hi forks,
I'm trader Baekdoosan who trading Equity from South Korea. This long term CCI trend changing signal will gives you good buy point for a long term trading.
As you know, CCI ( Commodity Channel Index ) is the indicator of how difference from MA(Moving Average). If CCI (period) value is 0 then it is the same value of the SMA (price, period). Indication of overselling or overbuying will be counted by -100 and 100 value of CCI . What I chose value is 240. which is almost a year of period. My signal will be plotted this long term CCI indicator cross over -100. But I don't want it to be marked in case of long term CCI value fluctuating from -101 to -99 which will be marked frequently. Thus I put candle counter of 60 days after cross under -100 then only I count for cross over -100. By this I have very good signal to mark on the chart. Please enjoy my signal and have good profit from it~! Gazua~!
BANKNIFTY list of stocks RSI trend on multi time frame This script gives you an overview of banknifty and its underlying heavy weight stocks based on RSI
You can view the trend in single chart in 3 different time frames.
Color indication green for bullish and red for bearish trend and white for neutral
Symbol name shows green if the current day change is positive. Else red color
Multi TimeFrame (MTF) Trend StrengthCalculate and display simple multi timeframe (3 timeframe) trend strength using heikin ashi.
Jacky Trend ExpertThe Trend expert is a calculation of SMA and MA for a special trend formula to estimate the momentum of the daily Trend.
Basically, it is how it read:
1. Red candle is shorterm uptrend.
2. Green candle is a short-term downtrend.
3. The height of the candle is momentum price bet stronger or weaker.
4. Maroon color line is the EMA 20 days. The trend above EMA20 is stronger.
FXFUNDINGMATE TREND INDICATORA simple trend continuation strategy based on Ichimoku, moving average, Stochastic and MACD
Stochastic Optimized Trend Tracker *Strategy*Stochastic OTT is Anıl Özekşi's latest derived version of Optimized Trend Tracker on Stochastic Oscillator.
He tried to solve the fake signals of Stochastic Oscillator by adopting OTT on the indicator.
He advised users to set the stochastic smoothing parameters to 500 and 200 on his latest video about SOTT.
He personally uses 1 min charts on stock market so the parameters of the indicator might have to be optimized for other time frames nad markets.
He exaggerated the Stochastic to 1000's to have better signals of percent values of OTT .
Also hes used VIDYA in both calculations of OTT and Stochastic smoothing.
Said, Kıvanç Özbilgiç.
I just made a Strategy version of the script so that we lads can backtest it. The codes for that are yet again from Kıvanç Özbilgiç :) I just copy-pasted a few and did some adjustments. Hope you enjoy!
#betonyetmez
One For All - xMAs : wave ribbon + trend strenght + xMAcrossThis script is not intended to bring anything new or original, but mainly for educational purposes and aesthetic visualization of 10 moving average behavior.
Main features :
Moving Averages : as shown by the wave ribbon (the gradient colored areas opacity is correlated with the distance from the Nth xMA to the last xMA)
Trend Strenght : as shown by the blue/orange/red triangle shape plotted at the bottom of the chart
Moving Average Cross Signal : as shown by the labels green LabelUp and red LabelDown
Also it is designed to be easily customizeable as the settings allow to:
Chose different smoothing method for the 10 xMAs plotted
Manually setup the length of each xMA or simply select a predefined list of convenient length
Choose different MA length not only for crossover but also for crossunder
Trend Strenght explanation :
When all the "fast xMA" are above "slow xMA" there is an opaque Blue UpTriangle plotted at bottom (bull trend)
As more "fast xMA" fall/cross below "slow xMA", the Blue UpTriangle will start fading to a translucid orange UpTriangle
As even more "fast xMA" fall/cross below "slow xMA", a Red DownTriangle is plotted insteand and become more and more opaque as more MA fall below others
Overall, this means that the opacity of the triangles represent trend strenght and a fading trend is shown by the color fading into a translucid orange color
p.s. : If you would like to see some other MA calculation method included, please comment below, I'd be happy to update this script
A Sin For Directions ROC Adaptive Length Trend Following In the same family as the slope trend indicator, but with this one being based on the function x - sinx , which mimics prices moving down and up. Using this we use ROC to determine a lower and upper level which will indicate whether not the path is still being followed.
Envious Linear Regression TrendHey traders, this is a linear regression moving average trend indicator that is designed to filter out noise and give you a better insight of the current trend in the market. The design is a linear regression cloud that covers above the price or below the price and it changes colour based on the current dominant line through the crossover and crossunder feature. This indicator should be used as a confluence and not as a "trade the crossover indicator" and it is recommended that you combine this with analysis such as support and resistance to see how the market is doing. This indicator works best with Heikin Ashi candlesticks and it supports all chart types too.
Features:
3 Length Modes that are changeable via input on the settings.
Custom Bar Colour
Crossover Markups
Re-Entry Markups
RedK_Larry William's TrendI'm not the author of this indicator or the concept behind it
i found this code - written for another platform - while researching "Larry William's Trend" - while i also couldn't find that specific keyword in the TV public library. So thought to bring this in.
Also unfortunately there was no coder details to give credit to with the code i found. it seems this may somehow be related to the famous SuperTrend - but i have no idea how they are connected. i simply ported this to Pine in my own way.
will be happy if this is useful to some traders who use these types of trend indicators. if you do find it useful, pls leave a comment here - or feel free to take this code and modify it in any further way for your specific need.
we continue to learn and explore new tools everyday. good luck!
Price/Volume Trend MeterAnother simple indicator from the sweet indicator series, This is a combination of the Volume and Price Trend Meter indicators combined (Links below) into one indicator called PVTM (Price Volume Trend Meter).
PVTM measures the strength of price and volume pressure on a histogram.
The indicator sums up all green candles price and volume and red candles price and volume over a specific period of bars and plots based on Price summed value. The result will look similar to Price Trend Meter with the benefit of trying to filter out more noise.
Use this indicator to identify the increasing asset of price and volume with the green candles (Close is higher than open) and decreasing of price and volume with the red candles (Close is lower than open).
======= Calculation ==========
Bright Green Color Column: Total summed up Price and Volume are higher than 0.
Bright Red Color Column: Total summed up Price and Volume are Lower than 0.
Weak Green Color Column: Conflict between Price and Volume (One positive and one negative) so we continue based on previous color .
Weak Red Color Column: Conflict between Price and Volume (One positive and one negative) so we continue based on previous color.
======= Price/Volume Trend Meter Colors =======
Green: Increasing buying pressure.
Weaker Green: Declining Buying pressure (Possible Sell Reversal).
Red: Increasing selling pressure.
Weaker Red: Declining Selling pressure (Possible Buy Reversal).
Other sweet indicators that this indicator is based on:
Volume Trend Meter:
Price Trend Meter:
Like if you Like and Follow me for upcoming indicators/strategies: www.tradingview.com
Price Trend MeterYet another sweet little indicator which measures price pressure over specific period of time. I call it Price Trend Meter (PTM),
It's basically similar to the indicator 'Volume Trend Meter' (VTM) but this time the calculations are based on price rather than volume.
The indicator sums up all the prices of the green candles and red candles over a specific period of time (source and bars back can be adjusted in indicator settings).
======= Calculation ==========
For Green Column: Total price of green candles is higher than total red candles price for a specific bars back.
For Red Column: Total price of red candles is higher than the total green candles price for a specific bars back.
======= Price Trend Meter Colors =======
Green: Increasing buying pressure.
Red: Increasing selling pressure.
For the Volume Trend Meter indicator go here : https:www.tradingview.com/script/ywEEvEtI-Volume-Trend-Meter/
Stay tuned and Follow as a combination indicator of the two indicators (VTM + PTM) will be coming up next: https:www.tradingview.com/u/dman103/#published-scripts
Like if you like and Enjoy.
EZ TrendThis is a simple and easy to use trend/momentum indicator that is a modification of a thinkorswim script from usethinkscript.com...which was adapted from a script found here on Tradingview.
I've added the option of changing the moving average periods. Play around with it as needed. I haven't used it on it's own for trading signals...but it has potential. It's great for trend confirmation in combination with other strategies.
Enjoy!
WTT Volume Trend [Morty]WTT Volume Trend by Morty
Inspired by Natural Trading Theory
It is a colored volume indicator based on the strength of single candlestick pattern.
It also paints two weighted volume SMA, which shows the strength and trend of the market.
Version 1.0, Updated at 20210327
Features:
- Colored volume bars (Optional)
- Weighted Bullish volume SMA trend lines according to candlestick pattern
- Weighted Bearish volume SMA trend lines according to candlestick pattern
- Adjustable volume SMA length
- Adjustable weighting factors
- Filling the background between volume SMA trend lines
ALMA Cross & TrendArnaud Legoux Moving Average (ALMA) is one of the least lagging moving average by nature.
This script builds two ALMA line, Fast and Slow, and to check their crossing over to generate Buy / Sell Signals.
The drawback of Moving average crossing strategy is the too many crossing during a range trading, therefore, a third ALMA is used to show the trend of the ticker's price as a reference.
The default value for the Trend ALMA is 70 bars, it is due to the quick response of the Arnaud Legoux MA.
The Trend ALMA is plotted in dotted line for reference only, it does not affect the Buy/Sell signal generate from the crossing of the Fast and Slow ALMA lines.
IBB trendThe same as IBB, let's add another slow line. Physical sense, blue line analogue of acceleration, red line as like a speed. In theory, crossing the lines is a trend change. But if the blue crosses the red, and the red keeps the direction, then we have a movement in several waves in the direction of the red line. When red and blue lines go in the same direction - steady trend.
First Week Trend [MX]I created this indicator based on one of my ways of analyzing the BTC trend in particular, I noticed that the break of the first weekly candle usually indicates the trend for the rest of the month.
This indicator has a bug in which if you change the timeframe of the indicator it will show erroneous values
If you use the candlestick chart, you will need to pull the visual order of this indicator to the top to overlay the colors of the standard candles, or simply hide the standard candles
the trend colors are bugged in timeframes other than the weekly
special thanks to @xdecow who helped me with the code
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Eu criei esse indicador baseado em uma das minhas formas de analisar a tendência do BTC em específico, eu notei que o rompimento do primeiro candle do semanal costuma indicar a tendência para o resto do mês.
Esse script tem um bug em que se mudar o timeframe do indicador ele irá mostrar valores errados
Se você usa o gráfico de candlesticks, você precisará puxar para o topo a ordem visual desse indicador para sobrepor as cores do candles padrões, ou simplesmente ocultar os candles padrões
as cores da tendencia estão bugados em outros timeframes diferentes do semanal
agradecimentos especiais ao @xdecow que me ajudou no código
