Ichimoku Backtester with TP, SL, and Cloud Confirmation OptionStarted with the Basic Ichimoku strategy from Mizuki32. Added Take Profit, Stop Loss (for both long and short), and a toggle to wait for confirmation from the cloud.
Osciladores
MRM [VK] V4.0 strategyMRM VK strategy
This strategy uses MA, RSI , MACD combined.
MACD and RSI can be used multi time frame to filter trend.
It is a very simple strategy which goes long/short when MACD , RSI and MA Trend Changes in higher Time Frame.
cRSI + Waves Strategy with VWMA overlayStrategy based on my cRSI with motive/corrective wave indicator. Please note that it is far from perfect. I use it mostly to help me identify good entry and exit points when combined with my other technical analysis. It misses some obvious points, but on average it does pretty well. The challenge often is indicating when you have sufficient change in the cRSI to know that the trend has changed, that means sometimes it can be a little early or late. It definitely helps take a lot of the guess work out of things. It works better on some equities than others and better on some time frames than others. You just have to play with it. At the minimum, it is a good template to learn how to write your own.
MRD StrategyI heard that MFI and RSI were most reliable when they are close together, so i made a script that takes the rough difference between the two, with some regression etcetera. What you see currently is 50.69% profitable trades, with a profit ratio of 1.3. Hope you like it.
RSI-VWAP Indicator %█ OVERALL
Simple and effective script that, as you already know, uses vwap as source of the rsi, and with good results as long as the market has no long-term downtrend.
RsiVwap = rsi (vwap (close), Length)
The default settings are for BTC in a 30 minute time frame. For other pairs and time frames you just have to play with the settings.
█ FEATURES
• The option to start trading from a certain date has been added.
• To make the profit more progressive, a percentage of your equity is used for entries and a percentage of your position is used for closings.
• The option to trade in Spot mode has been added, since, for the TradingView backtest, the money is infinite and if you do not limit it somehow,
it would offer you much better profits than the live trading.
QuantityOnLong = Spot ? (EquityPercent / 100) * ((strategy.equity / close) - strategy.position_size) : (EquityPercent / 100) * (strategy.equity / close)
• The option to stop the system when the drawdown exceeds the fixed limit has been added.
Drawdown, as you already know, is a very important measure of risk in trading systems.
The maximum drawdown will tell us what the maximum loss of a trading system has been during a period. This maximum loss is determined by:
strategy.risk.max_drawdown(Risk, strategy.percent_of_equity)
• Leverage plotted on labels added.
█ ALERTS
To enjoy the benefits of automatic trading, TradingView alerts can be used as direct buy-sell orders on spot, or long-close orders with leverage.
Currently there are Chrome extensions that act as a bridge between TradingView and your Exchange or Broker.
This is an example of syntax for this type of extensions. Copy and paste a message like this into the alert window:
{{strategy.order.action}} @ {{strategy.order.price}} | e = {{exchange}} a = account s = {{ticker}} b = {{strategy.order.action}} {{strategy.order.alert_message}}
█ NOTE
Certain Risks of Live Algorithmic Trading You Should Know:
• Backtesting cannot assure actual results.
• The relevant market might fail or behave unexpectedly.
• Your broker may experience failures in its infrastructure, fail to execute your orders in a correct or timely fashion or reject your orders.
• The system you use for generating trading orders, communicating those orders to your broker, and receiving queries and trading results from your broker may fail.
• Time lag at various point in live trading might cause unexpected behavior.
• The systems of third parties in addition to those of the provider from which we obtain various services, your broker, and the applicable securities market may fail or malfunction.
█ THANKS
Thanks to TradingView, its Pine code, its community and especially those Pine wizards who post their ideas that helps us to learn.
If the world is heading toward a equitable new world economic order, let's get rich first ...
Happy trading!
Oscillator Evaluator (Analysis tool)Oscillator Evaluator (Analysis tool)
The oscillator evaluator is a tool that will help you analyse and compare the oscillator of your choice to another 2 oscillators.
By selecting the strategy with which you will analyze the oscillators, you will be able to see the behaviour of the oscillators in different aspects.
First there is a moving average increase or decrease strategy, that will give you a good idea of the correlation of the oscillator with the price.
The second is a commom 2 MA crossover strategy, that will give you and idea of the validaty of that oscillator as a strategy or as a trend filter.
The third strategy is a cross over 0 signal, that will go long on a crossover of 0 and short on a crossunder 0. This helps you see how good is the oscillator at evaluating suport and resistance areas and give you an idea of its balance.
The forth strategy is a Buy/Sell on extremes of the oscillator and will let you know how good is your strategy at spotting good places to buy and sell.
The fith strategy is to evaluate how goood the oscillator is as a mean reversion filter or how good it is at spotting small price changes.
The sixth strategy is similar to the last but is focused on how good is the oscillator spotting good places to take profits on trending strategies.
The 6 strategies in the script produce signals from the oscillator and from the oscillator only.
In conclusion this tool can be used to measure your oscillator and see if it really is as good as you think in comparison to others.
This script is not intended to be used as a full strategy but as a tool.
MA Divergences StrategyThis is the Strategy version of the Study I published. It is a Moving Average that can be applied to any plot to plot divergences on any oscillator, as well as perform backtesting. You'll need a REALLY good oscillator to perform live trades using this alone, but I think it is a valuable tool and had the Strategy hanging around and for some reason didn't upload it yet.
So here it is.
Turn Length to 1 to follow the oscillator without lag. Turn Length up if you are getting too many false signals or tweak the original oscillator settings.
Denario momentum strategy Momentum strategy based on early trend detection indicator. It oscillates in the range . Negative values correspond to downtrend, positive to uptrend.
Values closer to 0 correspond to noise. You can set threshold values for long/short entry and exit.
But like any other momentum indicator use it along with extra filters to confirm entry and exit.
Jigga - Nifty Bank JuniorHello Investors !!
We have seen many indicators for trading, But I was looking for indicator which can be use for long term investment, which gives less trade and yet result in profit.
1) We know trend is our friend. And best way to be in trend is to follow trend indicator. I have picked RSI to find out trend.
2) It’s difficult to handle volatility of stocks and hence I choose to make indicator which works only on Index. Especially Nifty, BankNifty and Nifty Junior.
Logic is simple
Bullish when RSI level > 55
Bearish when RSI level < 45
In this indicator you can change RSI look back period as per your convenience. Also, you can check back testing output by selecting “Back Testing” option.
General guideline to use this study
1) Use only on Nifty, Bank Nifty, Junior Nifty
2) ‘Daily’ period gives good result.
Please note this study may not be useful for Trading purpose. Kindly request to check RSI related others study on Trading View.
Happy Investing!!
RSI of MACD Strategy [Long only]This strategy uses the RSI on MACD indicator.
BUY
====
When RSI indicator crossing over 30 or 35 line and price above slow ema
Note: when the position already taken, you may reenter on the purple candle
Partial Exit
==========
Partial profit taking option is available in settings. If this is selected , 1/3 position exited when RSI indicator crossing down 80 line
Close
=====
When RSI indicator crossing below 15
Stop Loss
=========
I havent used hard stop loss in this strategy. Reason is , when price going down , indicator may go up ... so just wanted to ride along with indicator ...
Stop loss mentioned in the settings is used in calculation of how many units can be be purchased based on risk level
Tested with SPY and QQQ ETFs on hourly chart
Warning
=========
For the eductional purposes only ...
This is not a financial advise. please do your own research before taking any trading decission
Super Momentum StrategyThis is a strategy utilizing multiple of Evergets RMI (thanks to him for permission to publish) and a Chance Momentum.
It buys when 4 of the RMIs are below their thresholds and sells when they are above. There is a 5th one I added last night that works in Reverse - buy when its above and sell when below, which should work better for pyramiding strats by using it at the right rate to set the overall trend.
Very basic sample below, I could have set it up better as my example but just want to publish.
Combo Backtest 123 Reversal & Market Facilitation Index This is combo strategies for get a cumulative signal.
First strategy
This System was created from the Book "How I Tripled My Money In The
Futures Market" by Ulf Jensen, Page 183. This is reverse type of strategies.
The strategy buys at market, if close price is higher than the previous close
during 2 days and the meaning of 9-days Stochastic Slow Oscillator is lower than 50.
The strategy sells at market, if close price is lower than the previous close price
during 2 days and the meaning of 9-days Stochastic Fast Oscillator is higher than 50.
Second strategy
The Market Facilitation Index is an indicator that relates price range to
volume and measures the efficency of price movement. Use the indicator to
determine if the market is trending. If the Market Facilitation Index increased,
then the market is facilitating trade and is more efficient, implying that the
market is trending. If the Market Facilitation Index decreased, then the market
is becoming less efficient, which may indicate a trading range is developing that
may be a trend reversal.
WARNING:
- For purpose educate only
- This script to change bars colors.
RMI + Triple HMRSI + Double EVWRSI + TERSI + CMO StrategyThis is a strange experimental strategy WIP that I decided to upload an early version to share some of what I am working on. Just one script of a few.
It combines Chande Momentum with RMI and some weird ones I am experimenting with - Triple Hull MA RSI, Double Exponential + Volume Weighted RSI, Triple Exponential RSI. And to top it off, a final oscillator that combines the THMRSI with the RMI.
The main intention here, currently, is to test the usefulness of each on different timeframes and values. Currently it is considered to buy when all are below their threshold and sell when all are above, with the chande momentum crossing its line as the final confirmation.
For now there is no individual for each of the unique elements included. I am going to likely use this is a working house project to test other experimental indicators in the future.
It may be some of these are better suited for long term but I do think they have valid uses in checking short and long term momentum at the very least.
I copied the RMI from Everget.
Chande Momentum Strat (Crossover)This is a Chande Momentum strategy that buys and sells when the line crosses the buy and sell lines. Different signal then the other Chande Momentum strategy. In my opinion they both work better at different time frames and possibly commodities.
[DS]Entry_Exit_TRADE.V01-StrategyThe proposal of this script is to show the possible trading points of BUY and SELL based on the 15-minute chart of the Nasdaq Future Index. The start point of the strategy was schedule for 2021/01/01 and until the time of this publication (2021/01/31), for 1 index contract the results presented area a Gross Profit of 2.97% with a Net Profit of 1.35%.
█ FEATURES
The indicator shows on the graph the position of the MACD and TSI indicators that are the places of strength among Buyers and Sellers.
It's possible to observe a sharp fall or rise in the price of these positions.
On the current candle, a label is displayed containing the value of the William %R Mod indicator, which will display the OverBought position (dark red) and OverSold position (dark green). The other colors like light red and green are the regions where the price makes the decision of which direction to go.
There are also other indicators:
a) The positions of the BUY (light green) and SELL areas (light red);
b) The label with the position of BUY (dark green) and SELL (dark red) with the line that connects these points;
c) DEMA 72 (orange);
d) EmaOchl4 in the color green for BULL and red for BEAR market;
e) Pivots high and low
f) Maximum (purple light) and minimum areas (blue light)
█ FUNCTIONS AND SETTINGS
The indicator uses the following functions:
(1) DEMA - Double Exponential Moving Average (08,17,34, 72)
(2) ema () - Exponential Moving Averge (72, ohlc4)
(3) plot()
(4) barcolor()
(5) cross()
(6) pivots ()
(7) William R% Md (OverBought = -7, OverSold=-93)
(8) Maximum and Minimum Value
(9) fill()
(10) macd () - Moving Average Convergence Divergence (Fast Lengt=12, Slow Length=26, Source=close, Signal Smoothing=9)
(11) tsi() - Trading Strenght Indicator==> Índice de Força Real ( IFR ) (Long Length=72, Short Length=17, Signal Length=17)
(12) Buy and Sell TRADE Points
█ PERFORMANCE AND ERRORS
The positions of BUY and SELL points are defined through the crossing of the Dema 34 candles with the Ema Ohcl4. As it is an indicator, it can present different positions from de market direction. Thus there is a need to observe the direction of the market in order to verify whether the indicate decision is really acceptable. The decision to BUY or SELL an asset must be well studied to avoid financial losses. The indicator will only help you in this decision, is your responsibility the decision of entering or leaving an asset.
█ THANKS TO
PineCoders for all they do, all the tools and help they provide, and their involvement in making a better community. All the PineCoders, Pine Pros, and Pine Wizards, people who share their work and knowledge for the sake of it and helping others, I'm very happy and grate full indeed.
█ NOTE
If you have any suggestions for improving the script or need help using it, please send a message in the comments
I SAHAM AK BUY LOW ____ Multi TimeFrame OversoldThis strategy is built to confirm the profitability of buying oversold using RSI indicator.
Buy & Sell point will appear on price chart.
Entry Point : RSI3, RSI10, AND RSI14 below 26.
Cut Loss : Entry Price - 5%.
Take Profit : Entry Price + 10%.
5 entries allowed in same direction eventhough open trade not yet closed. In layman words, you keep buying new low closing price for 5 times.
Commission fee fixed at 0.08%.
Decent fundamental counter is preferable.
Even at win rate of 50%, it is profitable due to Risk Reward Ratio of 1 to 2.
MACD controlled risk strategy exampleUsing a basic MACD as a signal this code is an example of how to base strategies around stops and calculated risk per trade rather than the more common approach of 'equity flipping' long and short for every trade and using an arbitrary %age stop which can leave you a bit exposed, lead to excessive drawdown and miss out on bigger sized positions for more profits.
scalping against trapped countertrendAbstract
This script attempts to find the end of countertrend.
This script uses oscillators to measure long term and short period trends. When the long term trend keeps positive and clear short term period is over, this script provides a buy signal.
This script does not contain pullback, cut loss and re-enter. You need to add it manually.
Introduction
Many traders want to buy when long term trend is bullish and short term pullback is over.
This is because we can take advantage to the emotion of countertrend traders.
Countertrend traders realizes their profit is finite and therefore want to protect their profit well and limit their loss.
This script is inspired by a searchable trading strategy video.
The video mentioned 4 points.
(1) long term trend. The video did not spend much ink on this point. You can use any method to observe.
(2) clear pullback bar (at least 50% body)
(3) weak bar after clear pullback
(4) entry trigger buy stop
This script attempts to quantize these points to determine trading direction.
This script is originally designed for timeframes lower than examples in the video but you can apply it on any timeframe.
Computing and Adjusting
(1) long term trend
This script uses smoothed stochastic.
(2) clear pullback bar
Since this script is originally designed for timeframes lower than examples in the video, so the condition becomes:
RSI is low enough
(3) weak bar after clear pullback
RSI goes back from low level.
(4) entry trigger buy stop
This script does not include this condition.
You can decide enter when buy stop or pullback.
Parameters
x_src : the value for computing oscillators
x_len_a : how many bars for measuring short term trend
x_len_b : how many bars for measuring long term trend
x_k_b : smooth long term trend, the average value of stochastic values
x_changk = check if clear short term pullback appears recently. 1 means do not use, larger numbers means how long of periods to check.
x_rsi_ct : threshold of short term pullback clear
x_rsi_ft : threshold of short term pullback end
Reading numbers in Strategy Tester
Most possible loss :
(1) to find rational pullback. Generally 1/3 to 2/3 atr.
(2) to find cut loss distance. Generally 1 to 2 atr.
Most possible profit :
to find if trading the opposite direction against this script is profitable.
Conclusion
This script can suggest us trading direction.
Waiting for pullback can reduce risk, compared to buy stop.
This script does not provide good signals in sideways markets.
Reference
A searchable trading strategy video
Self-Optimising MACD (Experimental)Hi guys, just thought I'd share a small part of an idea i've been working on.
One of the biggest problems with algo trading is optimisation and finding a way to constantly adapt to the market conditions as time unfolds.
First of all... You should NEVER EVER trade just using a MACD, including this study, and I only produced this script in a small amount of time, so make sure you backtest it properly before using it. When backtesting, it is my advice that your sample size should be at least 5000 trades, but I recommend 10000 in order to get sufficient statistical significance.
Also, I am not a financial advisor, and any trading based decisions are your sole responsibility.
Anyways...
This script is simple... it simply uses 4 different MACD's and tracks their profit/loss and automatically uses the one with the most historical profit at any given time to execute a trade. The type of MACD will obviously change as market states fluctuate.
Included are : Hull MACD, Ema MACD, Sma MACD and VWMA Macd.
You can adjust all four of their settings to your desire.
The trade execution is simple and definitely flawed... it simply tracks the MACD when it has a crossover for long, and then the opposite for short.
The green line represents the performance of the top MACD for Longs at any given time. This line refreshes once a year, and where it is in relation to price, reflects how profitable it has been I.e - the higher it is the better.
The Red line represents the performance on the Short side, and again, it reflects profit/loss, but this time the LOWER the line is in relation to price the better.
There is no exit strategy in place! This is why I do NOT recommend trading off this script alone, but to use it as a tool to help optimise your choice of MACD.
However, your exit strategy could change your optimal choice of MACD, so keep that in mind.
The lookback period represents how far the script will track the performance at any given time. This will change your results. The longer the period, the more it will show long term success and vice versa.
This optimisation process could be done with different indicators, moving averages, or even multiple strategies to find the most statistically viable option at any given time... if you wish to have this process coded into your strategies or indicators, message me.
Enjoy.
Combo Backtest 123 Reversal & Line Regression Intercept This is combo strategies for get a cumulative signal.
First strategy
This System was created from the Book "How I Tripled My Money In The
Futures Market" by Ulf Jensen, Page 183. This is reverse type of strategies.
The strategy buys at market, if close price is higher than the previous close
during 2 days and the meaning of 9-days Stochastic Slow Oscillator is lower than 50.
The strategy sells at market, if close price is lower than the previous close price
during 2 days and the meaning of 9-days Stochastic Fast Oscillator is higher than 50.
Second strategy
Linear Regression Intercept is one of the indicators calculated by using the
Linear Regression technique. Linear regression indicates the value of the Y
(generally the price) when the value of X (the time series) is 0. Linear
Regression Intercept is used along with the Linear Regression Slope to create
the Linear Regression Line. The Linear Regression Intercept along with the Slope
creates the Regression line.
WARNING:
- For purpose educate only
- This script to change bars colors.
TradingView Alerts to MT4 MT5 - Forex, indices, commoditiesHowdy Algo-Traders! This example script has been created for educational purposes - to present how to use and automatically execute TradingView Alerts on real markets.
I'm posting this script today for a reason. TradingView has just released a new feature of the PineScript language - ALERT() function. Why is it important? It is finally possible to set alerts inside PineScript strategy-type script, without the need to convert the script into study-type. You may say triggering alerts straight from strategies was possible in PineScript before (since June 2020), but it had its limitations. Starting today you can attach alert to any custom event you might want to include in your PineScript code.
With the new feature, it is easier not only to execute strategies, but to maintain codebase - having to update 2 versions of the code with each single modification was... ahem... inconvenient. Moreover, the need to convert strategy into study also meant it was required to rip the code from all strategy...() calls, which carried a lot of useful information, like entry price, position size, and more, definitely influencing results calculated by strategy backtest. So the strategy without these features very likely produced different results than with them. While it was possible to convert these features into study with some advanced "coding gymnastics", it was also quite difficult to test whether those gymnastics didn't introduce serious, bankrupting bugs.
//////
How does this new feature work? It is really simple. On your custom events in the code like "GoLong" or "GoShort", create a string variable containing all the values you need inside your alert and this string variable will be your alert's message. Then, invoke brand new alert() function and that's it (see lines 67 onwards in the script). Set it up in CreateAlert popup and enjoy. Alerts will trigger on candle close as freq= parameter specifies. Detailed specification of the new alert() function can be found in TradingView's PineScript Reference (www.tradingview.com), but there's nothing more than message= and freq= parameters. Nothing else is needed, it is very simple. Yet powerful :)
//////
Alert syntax in this script is prepared to work with TradingConnector. Strategy here is not too complex, but also not the most basic one: it includes full exits, partial exits, stop-losses and it also utilizes dynamic variables calculated by the code (such as stop-loss price). This is only an example use case, because you could handle variety of other functionalities as well: conditional entries, pending entries, pyramiding, hedging, moving stop-loss to break-even, delivering alerts to multiple brokers and more.
//////
This script is a spin-off from my previous work, posted over a year ago here: Some comments on strategy parameters have been discussed there, but let me copy-paste most important points:
* Commission is taken into consideration.
* Slippage is intentionally left at 0. Due to shorter than 1 second delivery time of TradingConnector, slippage is practically non-existing.
* This strategy is NON-REPAINTING and uses NO TRAILING-STOP or any other feature known to be causing problems.
* The strategy was backtested on EURUSD 6h timeframe, will perform differently on other markets and timeframes.
Despite the fact this strategy seems to be still profitable, it is not guaranteed it will continue to perform well in the future. Remember the no.1 rule of backtesting - no matter how profitable and good looking a script is, it only tells about the past. There is zero guarantee the same strategy will get similar results in the future.
Full specs of TradingView alerts and how to set them up can be found here: www.tradingview.com
MomentumInvest TrendFollower [@TradersVenue]VSA CheatSheet - Have kept the chart clean and clear not by putting each signal pattern name. What matters is identifying the real price action than the pattern name. To keep the charts clutter free, haven't put the signal name under/above the candle.
Rejection or reversal patterns
Green Circle - Typical SellingClimax, Stopping Volume and Bag Holding signal patterns as per VSA. Strong price volume action but price rejection at lower level.
Red Circle - Typical Buying Climax, End Of Rising, Supply Overcoming Demand signal patterns as per VSA. Strong price volume action but price rejection at higher level.
Green Square - Typical bullish TrendReversal candle as per VSA. Bullish breakout bar immediately after a bearish breakout bar and engulfing the previous one or cover max part of it.
Red Square - Typical bearish TrendReversal candle as per VSA. Bearish breakout bar immediately after a bullish breakout bar and engulfing the previous one or cover max part of it.
Momentum breakout patterns
Blue/Green Star - Bullish breakouts. Downthrust bars with significant price volume action. Green if smaller low weak otherwise blue.
Red/Pink Star - Bearish breakouts. Downthrust bars with significant price volume action. Red if low higher weak else pink.
Candle Color
Green - Bullish with strong price action. Good to enter long towards close with SL of day low. System suggests quantity as per 2% trading rule. One can play with risk defined option strategies or cash segment as per quantity suggested.
Red - Bearish with strong price action. Good to enter short towards close with SL of day high. System suggests quantity as per 2% trading rule. One can play with risk defined option strategies like bear put spread or bear call spreads or go for hedged shorts.
Pink - Bearish with muted price action. Trail SL. Better to avoid trading these candles.
Light blue - Bullish with muted price action. Trail SL. Better to avoid trading these candles.
Plotted EMA Ribbon gives a sense of the strength of momentum. When each MA is placed with wide gaps momentum is strong. When there is EMA confluence, chances of trend strength are weakening. Background color of the chart green indicates bullishness in the underlying and red indicates that bearish pressure in the scrip. If the background color is green and you see one Blue/Green star candle it's good to go long. If the background color is red and you see one Red/Pink star candle it's good to go short.
A word of caution: Trading breakouts is very good. But you need to prepare for breakout failures. Here the system picks wide range bars for going long or short that means SL is wide probably 3% and above. Also if you notice after a strong PV breakout if price sustains below that it can see long unwinding pressure and simillary after a strong PV breakdown, if price sustains above the breakdown candle, chances of short covering is higher. Here money management and risk management becomes very important. Same has been included as part of the indicator to give you an optimal quantity for trade to keep the drawdowns lower. If you enable (1) RECO message and (2) Show Strategy (Else Study)? options then it shows a RECO box with quantity calculated as per 2% loss per trade rule. Lot of risk management, scale up/down for compounding is also available. You may try out those options one by one.
This indicator needs to be used along with the “VSA + Volume Oscillator ”, because this setup relies on VSA (Volume Spread Analysis). The overall usage will be provided through a demo to the subscribing users. In order to gain access to this indicator you may contact me using the below signature.