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#Backtesting strategies
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Custom-built Backtesting Software for Traders
We create custom-built backtesting software in languages like C++ and python for individual traders and institutions to backtest and optimize their strategies.
This includes strategies on equities, FX, options, futures and cryptocurrencies like Bitcoin.
While many exchange/brokers have some built-in functionality (for example for backtesting), it’s going to be limited in scope. For one thing, when doing data analysis and machine learning to find profitable signals, you may wish to use a large amount of data external to the exchange. For another, in order to backtest a strategy you first have to implement it. For more sophisticated strategies, these high-level interfaces will not suffice and you’re going to need to write computer code. For example, technical analysis patterns are actually non-trivial to implement in code, particularly since the trader may rely somewhat on intuition and not know exactly how to make the signal precise.
Furthermore, any pre-existing commercial software for algo trading is likely to be very expensive, very complex to set up, and inflexible. In order to provide the necessary flexibility, it would have to allow you to incorporate your own code. But in this case, why not just get a custom application built in the first place?
And languages like python have an excellent selection of built-in mathematics and statistical toolkits which you can use both to design your strategy, and to backtest it.
So we recommend getting software custom built for your specific needs and application. All major exchanges these days allow you to use coding languages like python to grab data which can be used in your backtest, and automate the posting of buy/sell orders. We create bespoke algo trading software to allow you to
Backtest your strategy against historical data
Optimize the parameters of your strategy to maximise profitability
Automate your strategy to automatically post buy/sell orders to the exchange
Whether you’re a lone day trader looking to test your strategy, or a sizable organisation looking for get your feet wet with algorithmic trading and machine learning, our cloud-based quant consulting service has got you covered.
In fact, we offer a wide range of quant (quantitative finance) consulting services including algo trading, derivative pricing and risk modelling. We also offer more general mathematical and algorithmic consulting services.
Visit our consulting website
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signode-blog · 14 days
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Mastering Technical Analysis: Strategies to Reduce Noise and False Signals
Introduction Technical analysis is a powerful tool used by traders and investors to make informed decisions based on historical price movements and market data. However, amidst the vast sea of information, it’s easy to get lost in the noise and false signals that can lead to poor trading outcomes. In this guide, we’ll delve into effective strategies to minimize noise and filter out false…
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algos11 · 3 months
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Top 5 Common Mistakes to Avoid When Interpreting Payoff Charts
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Amid the diverse strategies of options trading, payoff charts, on online algo trading platforms like uTrade Algos, stand as essential visual aids depicting potential profit or loss scenarios at different underlying asset prices upon options’ expiration. These charts 
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Binary Option Ultimate Backtester-V.1
The Binary Option strategy backtester gives the user extensive power to test any kind of strategy with advance trade management rules. The strategy tester accepts external scripts as strategy sources. You can add your strategy and test it for historical stats. Few assumption regarding strategy tester:
We are opening position at next candle after signal come
We are taking the position at opening price
Our call will be profitable if we get a green candle and put will be profitable if we get a red candle
We can open only one trade at a time. So if we are in trade, subsequent signals will be ignored.
How to make your strategy code compatible for strategy backtesting? In your strategy code file add following lines: Signal = is_call ? 1 : is_put ? -1 : 0 plot(Signal, title="🔌Connector🔌", display = display.none) Is_call and is_put is your buy and sell signal. Plot the signal without displaying it in the chart. The new TradingView feature display = display.none, will not display the plot.
All Input options Group: STRATEGY Add Your Binary Strategy: External strategy to back test. Trade Call/Put: Select CALL, to trade Call, PUT, to trade Put. Default is BOTH, Trading Call and Put both. Number of Candles to Hold: How many candles to hold per trade. Default 1. If you want to hold the option for 30 minutes and you are testing your strategy in 15m intervals, use 2 candle holding periods.
GROUP: MARTINGALE Martingale Level: Select up to 15 Martingale. Select 1 for no Martingale. Use Martingale At Strategy Level: Instead of using Martingale per trade basis, using Martingale per signal basis. Like if we make a loss in the first signal, instead of starting martingale immediately we’ll wait for the next signal to put the martingale amount. For example if you start with $1 and you lose, at the next signal you will invest $2 to recover your losses. Strategy Martingale Level: Select up to 15 Martingale at strategy signal level. Only workable if Use Martingale At Strategy Level is selected. Type of Trade: Martingale trade type. Only workable if we are using Martingale Level more than 1. It can be: “SAME”:If you are trading CALL and incur a loss, you are taking CALL in subsequent Martingale levels. “OPSITE”: if you are trading CALL and incur a loss, you are taking PUT in subsequent Martingale levels. “FOLLOW CANDLE COLOR”: You are following candle color in Martingale levels, i.e if the loss candle is RED, you are taking PUT in subsequent candles. “OPPOSITE CANDLE COLOR”: You are taking opposite candle color trade, i.e if the loss candle is RED, you are taking CALL in subsequent candle.
GROUP: TRADE MANAGEMENT Initial Investment Per Option: Initial investment amount per trade Payout: Per trade payout in percentage Use Specific Session: Select to test trade on specific session. Trading Session: Select trading session. Only workable if Use Specific Session is selected. Use Date Range: Select to use test trades between dates. Start Time: Select Start Time. Only workable if Use Date Range is selected. End Time: Select end Time. Only workable if Use Date Range is selected. Early Quit: Select to quit trade for the day after consecutive win or loss Quit Trading after Consecutive Win: Number of consecutive wins. Only workable if early Early Quit is selected. Quit Trading after Consecutive Loss: Number of consecutive losses. Only workable if early Early Quit is selected. Buy/Sell Flip: Use buy signal for sell and sell signal for buy.
GROUP:STATS Show Recent Stats: Show win trades in last 3,5,10,15,25 and 30 trades. Show Daily Stats: Day wise win trades and total trades. Show Monthly Stats: Month wise win trades and total trades.
Result and stat output:
Back tester without any strategy.
Strategy added with default option.
Stats with 7 Martingales. You can test up to 15.
Optional Stats:
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stockexperttrading · 10 months
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Trading Strategies with Funded Traders Global
This blog explores various trading strategies and provides valuable insights into market analysis, risk management, and developing a successful trading strategy. It covers the three pillars of market analysis: fundamental analysis, technical analysis, and sentiment analysis, and emphasizes the resources and tools offered by Funded Traders Global to enhance traders' market analysis skills. The blog also delves into long-term and short-term trading strategies, including buy and hold, trend following, value investing, day trading, swing trading, and scalping. Additionally, it highlights the importance of risk management in safeguarding capital and explores risk awareness, position sizing, stop-loss orders, and risk-reward ratios. The blog concludes with discussions on developing a trading strategy, backtesting, forward testing, and advanced trading strategies like options, algorithmic, and event-driven trading. Throughout the blog, Funded Traders Global is presented as a trusted partner providing educational materials, expert insights, and cutting-edge tools to support traders in their journey toward success in the financial markets.
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forextrendicator · 2 years
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How to Deal with Your First Time in Forex Trading?
How to Deal with Your First Time in Forex Trading?
If you’re considering getting into forex trading, there are a few things you should do before you jump in. First, you should understand what forex trading is all about. Then, you need to learn about risk management and technical analysis. Finally, you should follow a trend. Learn about forex trading There exist a number of ways to get started with Forex trading. You can open a demo account and…
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algotestindia · 2 years
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We recently introduced a new feature on algotest.in called Portfolio, which allows you to backtest multiple strategies together. In this blog, we’ll backtest a sample portfolio of multiple strategies, and also show you how to avoid common pitfalls when using this feature.
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4xpip · 2 months
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Effortless Efficiency: Automate Your Forex Trades with the Panel
In the dynamic world of forex trading, efficiency is paramount. Traders are constantly seeking ways to streamline their processes, optimize their strategies, and maximize their profits. One powerful tool that has emerged to meet these demands is the Automated Trading Panel. These panels leverage cutting-edge technology to automate trade execution, implement complex strategies, and enhance overall efficiency in forex trading. In this blog post, we'll explore the benefits, features, and potential of Automated Trading Panels in revolutionizing the way traders approach the forex market.
Understanding Automated Trading Panels: Automated Trading Panels are sophisticated software solutions designed to automate various aspects of forex trading, from trade execution to risk management and strategy implementation. These panels utilize advanced algorithms, artificial intelligence, and machine learning techniques to analyze market data, identify trading opportunities, and execute trades on behalf of traders. With their user-friendly interfaces and customizable features, Automated Trading Panels empower traders of all skill levels to automate their trading processes and achieve consistent results in the forex market.
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Key Features and Functionality:
Trade Execution Automation: Automated Trading Panels enable traders to automate trade execution, eliminating the need for manual intervention. Traders can set specific parameters for trade entry, exit, and position sizing, allowing the panel to execute trades automatically based on predefined rules and criteria.
Strategy Implementation: Automated Trading Panels support the implementation of complex trading strategies, including trend-following, mean-reversion, and breakout strategies. Traders can customize their strategies by combining technical indicators, price action signals, and market sentiment analysis to suit their trading preferences and objectives.
Risk Management Tools: Automated Trading Panels offer advanced risk management tools to help traders mitigate potential losses and protect their capital. Traders can set stop-loss and take-profit levels, adjust position sizes, and implement trailing stop orders to manage risk effectively.
Backtesting and Optimization: Automated Trading Panels enable traders to backtest and optimize trading strategies using historical market data. By simulating trades under various market conditions, traders can assess the performance of their strategies and make necessary adjustments to improve profitability.
Real-time Market Analysis: Automated Trading Panels provide real-time market analysis and insights, allowing traders to stay informed about key market developments and potential trading opportunities. With access to up-to-date market data and analysis tools, traders can make informed decisions and execute trades with confidence.
Benefits of Using Automated Trading Panels:
Enhanced Efficiency: Automated Trading Panels streamline the trading process by automating repetitive tasks such as trade execution, position management, and risk assessment. By eliminating the need for manual intervention, traders can save significant time and effort. This enhanced efficiency allows traders to focus their attention on analyzing market trends, refining trading strategies, and making informed decisions, rather than getting bogged down by routine tasks.
Improved Accuracy: Automated Trading Panels leverage sophisticated algorithms and artificial intelligence to execute trades with precision and accuracy. Unlike human traders, who may be prone to emotions, biases, and cognitive errors, these panels operate based on predefined rules and criteria. By removing human involvement from the trading process, Automated Trading Panels minimize errors and enhance overall trading performance. Trades are executed consistently and objectively, without the influence of emotions such as fear, greed, or hesitation.
Consistent Performance: With their disciplined approach to trade execution and risk management, Automated Trading Panels help traders achieve consistent and reliable results over time. These panels adhere strictly to predetermined trading rules and strategies, ensuring that trades are executed in a systematic and disciplined manner. By maintaining consistency in trade execution and risk management, traders can avoid impulsive decisions and erratic behavior, thereby improving their chances of long-term success in the forex market.
Accessibility and Convenience: Automated Trading Panels are accessible from any internet-enabled device, allowing traders to monitor and manage their trades on the go. Whether at home, in the office, or on vacation, traders can stay connected to the forex market and take advantage of trading opportunities anytime, anywhere. This level of accessibility and convenience enables traders to stay informed about market developments, adjust their trading strategies, and execute trades promptly, without being tied to a specific location or time zone.
Reduced Stress and Emotional Impact: Trading can be a stressful and emotionally taxing endeavor, particularly during periods of market volatility or when faced with significant losses. Automated Trading Panels help alleviate stress and emotional strain by automating the trading process and removing the need for manual intervention. Traders can trade with confidence, knowing that their trades are being executed according to predefined rules and parameters. By removing the emotional element from trading decisions, Automated Trading Panels help traders maintain a clear and rational mindset, reducing the psychological burden associated with trading and improving overall well-being.
Automated Trading Panels offer numerous benefits to traders, including enhanced efficiency, improved accuracy, consistent performance, accessibility and convenience, and reduced stress and emotional impact. By leveraging advanced technology and automation, traders can streamline their trading processes, optimize their performance, and achieve greater success in the forex market.
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Conclusion:
Automated Trading Panel offer a powerful solution for automating forex trades and enhancing trading efficiency. With their advanced features, customizable settings, and user-friendly interfaces, these panels empower traders to execute trades with precision, consistency, and confidence. Whether you're a seasoned trader looking to optimize your trading strategies or a novice trader seeking to streamline your trading process, Automated Trading Panels can help you achieve your trading goals with ease. Embrace the future of forex trading with Automated Trading Panels and experience the benefits of effortless efficiency in your trading journey.
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rahulss · 6 months
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How To Develop A Profitable Crypto Market Making Bot?
Introduction
Cryptocurrency trading! If you are interested in investing in cryptocurrencies, you come across the term "crypto market-making bot development company" and wonder what it means. In this blog post, we will explore the concept of a crypto market-making bot development company and how it can help you navigate the volatile world of crypto trading.
What is a crypto market-making bot?
What is a crypto market-making bot? A crypto market-making bot is a software program designed to automatically create buyer and seller orders to provide liquidity to the market. The bot constantly analyzes the market conditions and adjusts its orders accordingly to ensure the consistent flow of trading activity. It helps to stabilize the market and narrow the bid-ask spread, making it easier for traders to execute their orders at desired prices.
Why do companies need crypto market-making bots?
Why do companies need crypto market-making bots? With the increasing popularity and volatility of the cryptocurrency market, it has become crucial for companies to have efficient and effective trading strategies. Market-making bots can provide significant advantages in this regard.
Benefits of Using Crypto Market-Making Bots
Benefits of Using Crypto Market-Making Bots:
Increased Liquidity
Efficient Execution
Risk Management
24/7 Trading
Backtesting and Optimization
1. Increased Liquidity: One of the primary advantages of using a market-making bot is the ability to increase liquidity in the cryptocurrency market. These bots constantly place buy and sell orders at different price levels, ensuring that there is always a ready market for traders to execute their orders. This increased liquidity benefits the traders and helps stabilize the market and reduce price volatility.
2. Efficient Execution: Market-making bots designed to execute trades quickly and efficiently. They can analyze market data and execute trades in a matter of milliseconds, ensuring that traders can take advantage of even the minimum price movements. This speed and efficiency can be especially beneficial for high-frequency traders who rely on quick and accurate execution to make profits.
3. Risk Management: Another key benefit of using market-making bots is the ability to manage risk effectively. These bots can be programmed to implement risk management strategies such as stop-loss orders, position sizing, and portfolio diversification. By automating these risk management techniques, traders can minimize losses and protect their capital.
4. 24/7 Trading: Unlike human traders who need to sleep, eat, and take breaks, market-making bots can operate 24/7 without interruption. This ensures that the bot can capitalize on market fluctuations and not overlook any trading chances even if the trader is not actively keeping an eye on the market. This round-the-clock trading capability can be especially beneficial in the volatile cryptocurrency market, where prices can change rapidly at any time.
5. Backtesting and Optimization: Market-making bots often have built-in backtesting and optimization tools. These tools allow traders to test their strategies using historical market data and identify the most profitable settings for their bots. By backtesting and optimizing their strategies, traders can improve the performance of their bots and increase their chances of making consistent profits in the long run.
Navigating the Dynamic Landscape of Digital Assets
Traders and investors face a puzzling mission when it comes to maneuvering through the ever-shifting realm of digital assets. With the ever-changing market conditions and the constant influx of new cryptocurrencies, it is crucial to have a reliable partner that can help you stay ahead of the curve. That is where Beleaf Technologies comes in.
Understanding the challenges of the crypto market
In addition to the volatility, liquidity is another challenge in the crypto market. Some digital assets have lower trading volumes, making it difficult for traders to execute large orders without impacting the price. This lack of liquidity can lead to slippage and increased trading costs.
Market-making bots play a vital role in addressing these challenges. By continuously placing bids and asks on the order book, these bots provide liquidity to the market. They help narrow the bid-ask spread, making it easier for traders to buy and sell assets at desired prices. Additionally, market-making bots can identify and exploit arbitrage opportunities, where prices differ across different exchanges, to generate profits.
However, developing an effective market-making bot requires in-depth knowledge of the crypto market, as well as expertise in algorithmic trading. Factors such as order book dynamics, market microstructure, and risk management need to be carefully considered during the development process. Moreover, the bot should possess sufficient flexibility to conform to varying market circumstances and revise its trading strategies correspondingly.
By collaborating with a respected crypto market-making bot development firm such as Beleaf Technologies, you can reap the rewards of their know-how and proficiency. They will work closely with you to understand your specific trading goals and develop a bot that aligns with your requirements. Their team of skilled professionals will guarantee that the bot is fortified, productive, and capable of navigating the intricate crypto market proficiently.
Beleaf Technologies as a strategic partner
Beleaf Technologies is not just a market-making bot development company but also a strategic partner for navigating the dynamic landscape of digital assets. With their profound expertise in cryptocurrency markets and pioneering solutions, they provide a distinct advantage to clients seeking to optimize their trading strategies and augment liquidity.
Conclusion
In conclusion, if you are looking to navigate the complex and volatile world of cryptocurrency trading, a crypto market-making bot development company can be a valuable partner. With their expertise in algorithmic trading and deep understanding of the crypto market, these companies can help you develop a customized bot that is suited to your trading strategy and goals.
Reach us:
Website:https://beleaftechnologies.com/centralized-cryptocurrency-exchange-developent
WhatsApp: +91 80567 86622
Skype: live:.cid.62ff8496d3390349
Telegram: https://t.me/BeleafTech
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Algorithmic Trading Consulting Services
We can backtest and optimize your trading strategies against historical data.
We can also automate your trading strategies by writing C++/python code to interact directly with the exchange
Do you have an idea for a trading strategy, but want to prove that it will work through backtesting against historical data? Or do you have a successful trading strategy but want to optimize the parameters of the strategy to maximise returns?
Or perhaps you’ve heard about machine learning and would like to find out how you could incorporate it into your trading. Machine learning can be used to trawl through large amounts of data looking for statistically significant signals to use in your trading. It can also be used to determine the optimal way to combine a number of possible signals or ideas into a single algorithm.
We provide cloud-based PhD quant support for traders. We offer trading algorithm development services for equity and FX markets on all major exchanges. We also offer bitcoin and cryptocurrency algorithmic trading services on major exchanges like Binance and Bitmex.
In fact, we offer a wide range of quant (quantitative finance) consulting services including algo trading, derivative pricing and risk modelling. We also offer more general mathematical and algorithmic consulting services.
Find out more about or algo trading and quant consulting services
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signode-blog · 6 months
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Trading Inside Bar Pattern
Trading the inside bar pattern is a popular strategy among technical analysts and traders. The inside bar is a two-bar candlestick pattern where the second bar is completely contained within the range of the preceding bar. This pattern indicates a period of consolidation or indecision in the market, and traders often use it to anticipate potential breakout or reversal opportunities. Here’s a…
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algos11 · 3 months
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In options trading, be it manual or on algo trading platforms like uTrade Algos, implementing various strategies is essential for achieving a diversified and balanced portfolio. Among these strategies, the strangle stands out as a versatile and potentially lucrative approach.
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pythonfan-blog · 1 year
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banknifty live signal strategy backtested
शॉर्ट स्ट्रैडल का उदाहरण. IndiaVIX,Banknifty Trading Strategies
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talkdelta · 1 year
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forextrendicator · 2 years
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Experimenting and Evolving with Your Trading Strategy Through Backtesting
Experimenting and Evolving with Your Trading Strategy Through Backtesting
One of the key aspects of trading is to experiment with your strategy, but how do you go about doing this? This article discusses four important steps to take: Test it until you don’t want to test it anymore, Backtest it, Adapt it and Document your results. Listed below are these steps: Test it until you no longer want to test it Backtesting your trading strategy is essential for making…
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