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SMA Backtest Optimizer [Mr_Rakun]The SMA Backtest Optimizer is a powerful Pine Script tool designed to systematically analyze and compare various Simple Moving Average (SMA) periods to identify the most profitable configuration for trading strategies. This indicator tests multiple SMA periods (from 10 to 100) using a crossover strategy where buys occur when price crosses above the SMA and sells when price crosses below it. Key Features: Tests 10 different SMA periods to determine optimal settings Calculates profit/loss based on a defined starting capital Tracks total profit and number of trades for each period Visually highlights the best performing SMA on your chart Displays comprehensive results in an easy-to-read table Labels the chart with key performance metrics This code serves as a core framework that traders can customize for their specific needs. You can easily modify the strategy parameters, test different technical indicators, adjust capital settings, or implement more complex entry/exit rules. The optimization methodology can be applied to virtually any trading approach you wish to evaluate. Feel free to adapt this framework to test your own trading ideas and discover which parameters work best in different market conditions.
Penunjuk Pine Script®
oleh Mr_Rakun
3
EMA Crossover Backtest [BarScripts]This indicator lets you backtest an EMA crossover strategy with built-in risk management and trade tracking. It simulates long and short trades based on EMA crossovers, allowing you to fine-tune entry conditions, stop-loss placement, and reward/risk settings. 🔹 How It Works: Long Entry: Fast EMA crosses above Slow EMA, and price closes above Fast EMA. Short Entry: Fast EMA crosses below Slow EMA, and price closes below Fast EMA. Stop Loss: Set based on previous bars or a fixed amount. Take Profit: Adjustable reward/risk ratio. Higher Timeframe Confluence: Confirms trades based on a larger timeframe. Trade Hours Filter: Limits trades to specific time windows. 🔹 Key Features: ✅ Shows Entry & Exit Points with visual trade lines. ✅ Customizable EMA Lengths to fit any strategy. ✅ P&L Tracking & Statistics to measure performance. ✅ Position Sizing Options: Fixed position, fixed risk, or percentage of balance. ✅ Commissions Tracking (based on total trades, not contracts). Use this tool to fine-tune your EMA crossover strategy and see how it performs over time! 🚀 💬 Let me know your feedback—suggest improvements, report issues, or request new features!
Penunjuk Pine Script®
oleh BarScripts
1
[fpemehd] Strategy TemplateHello Guys! Nice to meet you all! This is my fourth script! This is the Strategy Template for traders who wants to make their own strategy. I made this based on the open source strategies by jason5480, kevinmck100, myncrypto. Thank you All! ### StopLoss 1. Can Choose Stop Loss Type: Percent, ATR, Previous Low / High. 2. Can Chosse inputs of each Stop Loss Type. ### Take Profit 1. Can set Risk Reward Ratio for Take Profit. - To simplify backtest, I erased all other options except RR Ratio. - You can add Take Profit Logic by adding options in the code. 2. Can set Take Profit Quantity. ### Risk Manangement 1. Can choose whether to use Risk Manangement Logic. - This controls the Quantity of the Entry. - e.g. If you want to take 3% risk per trade and stop loss price is 6% below the long entry price, then 50% of your equity will be used for trade. 2. Can choose How much risk you would take per trade. ### Plot 1. Added Labels to check the data of entry / exit positions. 2. Changed and Added color different from the original one. (green: #02732A, red: #D92332, yellow: #F2E313)
Strategi Pine Script®
oleh DuDu95
1
Dual MACD StrategyThis strategy Multi Time Frame Macd Indicator We take the first long position when we have a buy signal in Weekly Macd (Macd line crosses above Signal line). This open a trading window, showed with green background color We close the first position when either Weekly or Daily Macd give us a sell signal ((Macd line crosses below Signal line)) Enable Profit and Stop in strategy settings with different percentage to backtest the strategy. Also if it is better to use a Traditional Stop Loss or a Trailing Stop Loss based on a percentage from low prices Change macd resolution in settings for other time frames to test the strategy This Strategy was tested on Crypto Market with good results in assets as BTC, ETH, BNB, ADA, LTC, XLM, BCH, among others
Strategi Pine Script®
oleh Trading_Solutions_
1
Combo Backtest 123 Reversal & MASS 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 Mass Index was designed to identify trend reversals by measuring the narrowing and widening of the range between the high and low prices. As this range widens, the Mass Index increases; as the range narrows the Mass Index decreases. The Mass Index was developed by Donald Dorsey. WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script®
oleh HPotter
2
B-Xtrender [Backtest Edition] @QuantTherapyToday I have published a Backtest edition of one of my scripts. For anyone looking into the indicators please have in the source below where the logic behind the indicator is nicely explained also the source of the inspiration of me coding it in tradingview. ifta.org Strategy Entry when both bars are in alignment both green = long / both red = short Exit when one is against your direction of trade TSL will also kick in and exit when the percentage is breached Moving Average is there to filter entries. Will allow entry only when active when the price is above (long-only) or below ( short-only ) Hope you are having a great day !
Strategi Pine Script®
oleh QuantTherapy
7
Combo Backtest 123 Reversal & MACD Crossover with Trail and Stop This is a modification of @HPotter "Combo Backtest 123 Reversal & MACD Crossover" script. I've added a trail stop, basic leverage simulation and stop loss. Below is HPotter's explanation of the script principals. 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 MACD – Moving Average Convergence Divergence. The MACD is calculated by subtracting a 26-day moving average of a security's price from a 12-day moving average of its price. The result is an indicator that oscillates above and below zero. When the MACD is above zero, it means the 12-day moving average is higher than the 26-day moving average. This is bullish as it shows that current expectations (i.e., the 12-day moving average) are more bullish than previous expectations (i.e., the 26-day average). This implies a bullish , or upward, shift in the supply/demand lines. When the MACD falls below zero, it means that the 12-day moving average is less than the 26-day moving average, implying a bearish shift in the supply/demand lines. A 9-day moving average of the MACD (not of the security's price) is usually plotted on top of the MACD indicator. This line is referred to as the "signal" line. The signal line anticipates the convergence of the two moving averages (i.e., the movement of the MACD toward the zero line). Let's consider the rational behind this technique. The MACD is the difference between two moving averages of price. When the shorter-term moving average rises above the longer-term moving average (i.e., the MACD rises above zero), it means that investor expectations are becoming more bullish (i.e., there has been an upward shift in the supply/demand lines). By plotting a 9-day moving average of the MACD , we can see the changing of expectations (i.e., the shifting of the supply/demand lines) as they occur. WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script®
oleh CoinDigger
2
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.
Strategi Pine Script®
oleh HPotter
3
Combo Backtest 123 Reversal & Laguerre-based RSI 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 This is RSI indicator which is more sesitive to price changes. It is based upon a modern math tool - Laguerre transform filter. With help of Laguerre filter one becomes able to create superior indicators using very short data lengths as well. The use of shorter data lengths means you can make the indicators more responsive to changes in the price. WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script®
oleh HPotter
Combo Backtest 123 Reversal & Volume SMA 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 Volume and SMA WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script®
oleh HPotter
7
Combo Backtest 123 Reversal & Gann Swing Oscillator 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 Gann Swing Oscillator has been adapted from Robert Krausz's book, "A W.D. Gann Treasure Discovered". The Gann Swing Oscillator helps define market swings. WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script®
oleh HPotter
Combo Backtest 123 Reversal & FX Sniper: T3-CCI 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 This simple indicator gives you a lot of useful information - when to enter, when to exit and how to reduce risks by entering a trade on a double confirmed signal. You can use in the xPrice any series: Open, High, Low, Close, HL2, HLC3, OHLC4 and ect... WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script®
oleh HPotter
11
Combo Backtest 123 Reversal & Volatility Finite Volume ElementsThis 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 This is another version of FVE indicator that we have posted earlier in this forum. This version has an important enhancement to the previous one that`s especially useful with intraday minute charts. Due to the volatility had not been taken into account to avoid the extra complication in the formula, the previous formula has some drawbacks: The main drawback is that the constant cutoff coefficient will overestimate price changes in minute charts and underestimate corresponding changes in weekly or monthly charts. And now the indicator uses adaptive cutoff coefficient which will adjust to all time frames automatically. WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script®
oleh HPotter
Combo Backtest 123 Reversal & FSK (Fast and Slow Kurtosis) 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 This indicator plots the Fast & Slow Kurtosis. The Kurtosis is a market sentiment indicator. The Kurtosis is constructed from three different parts. The Kurtosis, the Fast Kurtosis(FK), and the Fast/Slow Kurtosis(FSK). WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script®
oleh HPotter
1
Combo Backtest 123 Reversal & Fractal Chaos Oscillator 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 value of Fractal Chaos Oscillator is calculated as the difference between the most subtle movements of the market. In general, its value moves between -1.000 and 1.000. The higher the value of the Fractal Chaos Oscillator, the more one can say that it follows a certain trend – an increase in prices trend, or a decrease in prices trend. Being an indicator expressed in a numeric value, traders say that this is an indicator that puts a value on the trendiness of the markets. When the FCO reaches a high value, they initiate the “buy” operation, contrarily when the FCO reaches a low value, they signal the “sell” action. This is an excellent indicator to use in intra-day trading. WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script®
oleh HPotter
5
Combo Backtest 123 Reversal & Floor Pivot Points 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 name ‘Floor-Trader Pivot,’ came from the fact that Pivot points can be calculated quickly, on the fly using price data from the previous day as an input. Although time-frames of less than a day can be used, Pivots are commonly plotted on the Daily Chart; using price data from the previous day’s trading activity. WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script®
oleh HPotter
2
Combo Backtest 123 Reversal & Future Lines of Demarcation 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 An FLD is a line that is plotted on the same scale as the price and is in fact the price itself displaced to the right (into the future) by (approximately) half the wavelength of the cycle for which the FLD is plotted. There are three FLD's that can be plotted for each cycle: An FLD based on the median price. An FLD based on the high price. An FLD based on the low price. WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script®
oleh HPotter
Combo Backtest 123 Reversal & Fisher Transform Indicator 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 Market prices do not have a Gaussian probability density function as many traders think. Their probability curve is not bell-shaped. But trader can create a nearly Gaussian PDF for prices by normalizing them or creating a normalized indicator such as the relative strength index and applying the Fisher transform. Such a transformed output creates the peak swings as relatively rare events. Fisher transform formula is: y = 0.5 * ln ((1+x)/(1-x)) The sharp turning points of these peak swings clearly and unambiguously identify price reversals in a timely manner. WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script®
oleh HPotter