Backtesting — Indikatoren und Signale — TradingView
Backtesting — Indikatoren und Signale — TradingView
Backtesting — TradingView
Backtesting — TradingView — India
Backtesting — Indicators and Signals — TradingView — UK
UT Bot Strategy with Backtesting Range ... - TradingView
A Physicist's Bitcoin Trading Strategy. No leverage, no going short, just spot trading. Total cumulative outperformance 2011-2020: 13,000,000%.
https://www.tradingview.com/script/4J5psNDo-A-Physicist-s-Bitcoin-Trading-Strategy/ 3. Backtest Results Backtest results demonstrate significant outperformance over buy-and-hold . The default parameters of the strategy/indicator have been set by the author to achieve maximum (or, close to maximum) outperformance on backtests executed on the BTCUSD ( Bitcoin ) chart. However, significant outperformance over buy-and-hold is still easily achievable using non-default parameters. Basically, as long as the parameters are set to adequately capture the full character of the market, significant outperformance on backtests is achievable and is quite easy. In fact, after some experimentation, it seems as if underperformance hardly achievable and requires deliberately setting the parameters illogically (e.g. setting one parameter of the slow indicator faster than the fast indicator). In the interest of providing a quality product to the user, suggestions and guidelines for parameter settings are provided in section (6). Finally, some metrics of the strategy's outperformance on the BTCUSD chart are listed below, both for the default (optimal) parameters as well as for a random sample of parameter settings that adhere to the guidelines set forth in section (6). Using the default parameters, relative to buy-and-hold strategy, backtested from August 2011 to August 2020,
Total cumulative outperformance (total return of strategy minus total return of buy-n-hold): 13,000,000%.
Rolling 1-year outperformance: mean 318%, median 84%, 1st quartile 55%, 3rd quartile, 430%.
Rolling 1-month outperformance: mean 2.8% (annualized, 39%), median -2.1%, 1st quartile -7.7%, 3rd quartile 13.2%, 10th percentile -13.9%, 90th percentile 24.5%.
Using the default parameters, relative to buy-and-hold strategy, during specific periods,
Cumulative outperformance during the past year (August 2019-August 2020): 37%.
12/17/2016 - 12/17/2017 (2017 bull market) absolute performance of 2563% vs buy-n-hold absolute performance of 2385%
11/29/2012 - 11/29/2013 (2013 bull market) absolute performance of 14033% vs buy-n-hold absolute performance of 9247%
Using a random sample (n=20) of combinations of parameter settings that adhere to the guidelines outlined in section (6), relative to buy-and-hold strategy, backtested from August 2011 to August 2020,
Average total cumulative outperformance, from August 2011 to August 2020: 2,000,000%.
Median total cumulative outperformance, from August 2011 to August 2020: 1,000,000%.
EDIT (because apparently not everybody bothers to read the strategy's description): 7. General Remarks About the Indicator Other than some exponential moving averages, no traditional technical indicators or technical analysis tools are employed in this strategy. No MACD , no RSI , no CMF , no Bollinger bands , parabolic SARs, Ichimoku clouds , hoosawatsits, XYZs, ABCs, whatarethese. No tea leaves can be found in this strategy, only mathematics. It is in the nature of the underlying math formula, from which the indicator is produced, to quickly identify trend changes. 8. Remarks About Expectations of Future Results and About Backtesting 8.1. In General As it's been stated in many prospectuses and marketing literature, "past performance is no guarantee of future results." Backtest results are retrospective, and hindsight is 20/20. Therefore, no guarantee can, nor should, be expressed by me or anybody else who is selling a financial product (unless you have a money printer, like the Federal Reserve does). 8.2. Regarding This Strategy No guarantee of future results using this strategy is expressed by the author, not now nor at any time in the future. With that written, the author is free to express his own expectations and opinions based on his intimate knowledge of how the indicator works, and the author will take that liberty by writing the following: As described in section (7), this trading strategy does not include any traditional technical indicators or TA tools (other than smoothing EMAs). Instead, this strategy is based on a principle that does not change, it employs a complex indicator that is based on a math formula that does not change, and it places trades based on five simple rules that do not change. And, as described in section (2.1), the indicator is designed to capture the full character of the market, from a macro/global scope down to a micro/local scope. Additionally, as described in section (3), outperformance of the market for which this strategy was intended during backtesting does not depend on luckily setting the parameters "just right." In fact, all random combinations of parameter settings that followed the guidelines outperformed the intended market in backtests. Additionally, no parameters are included within the underlying math formula from which the indicator is produced; it is not as if the formula contains a "5" and future outperformance would depend on that "5" being a "6" instead. And, again as described, it is in the nature of the formula to quickly identify trend changes. Therefore, it is the opinion of the author that the outperformance of this strategy in backtesting is directly attributable to the fundamental nature of the math formula from which the indicator is produced. As such, it is also the opinion of the author that continued outperformance by using this strategy, applied to the crypto ( Bitcoin ) market, is likely, given that the parameter settings are set reasonably and in accordance with the guidelines. The author does not, however, expect future outperformance of this strategy to match or exceed the outperformance observed in backtests using the default parameters, i.e. it probably won't outperform by anything close to 13,000,000% during the next 9 years. Additionally, based on the rolling 1-month outperformance data listed in section (3), expectations of short-term outperformance should be kept low; the median 1-month outperformance was -2%, so it's basically a 50/50 chance that any significant outperformance is seen in any given month. The true strength of this strategy is to be out of the market during large, sharp declines and capitalizing on the opportunities presented at the bottom of those declines by buying the dip. Given that such price action does not happen every month, outperformance in the initial months of use is approximately as likely as underperformance.
Best Cryptocurrency Multi-Exchange Trading and Portfolio Management Platforms Ranking 2020
Trade on multiple exchanges from a single platform and avoid the hassle of multiple logins, different interfaces, constant tab changing and overall keeping track of balance holdings and trades. https://preview.redd.it/ksar6fkxmfv51.jpg?width=1200&format=pjpg&auto=webp&s=b8629b0f29aefd9546d816413cc82de9656ef7f9 With more than 300 cryptocurrency exchanges today, most traders have to manage multiple exchange accounts. The need for more than one account usually rises because of the variety of offered crypto currency pairs, market liquidity, having to diversify the risk of being hacked, as well as the different trading tools and terms each exchange offers. Trading and keeping track of your portfolios on multiple exchanges is time consuming, inefficient and frustrating. Having to log on different platforms, use different interfaces, keeping track of multiple portfolios and all trading related activities become increasingly difficult with each new account. It would be simple and easy if you could connect all those exchange accounts into a single multi-exchange platform which combines all the data in real time and provides a single interface to control all remote exchange accounts.
A multi-exchange platform allows the traders to connect all their exchange accounts into a single account through the user of API keys generated from the account of each exchange. Once all accounts are connected into a single one, using the exchanges interfaces becomes obsolete. The unified account will now track and combine all portfolios and traders will be able to track prices, order statuses and other data across all exchange accounts from a single interface. In addition, most multi-exchange platforms provide various information tools such as news aggregators, sentiment tools, arbitrage matrix and price alerts. With regards to API keys security, these platforms do not require withdrawal or deposit permissions which limits the possibility of fraud and loss of funds. Finally, multi-exchange platforms do not typically charge additional trading fees and do not require lengthy verification procedures.
The current top platforms
Currently there are a handful of multi-exchange platforms with a variety of services. They range from a simple crypto portfolio tracker to an advanced trading and portfolio management platform. A detailed list of all major multi-exchange platforms and their features can be found here: www.AltXpert.com Here is an overview of the top 9 multi-exchange trading and portfolio management platforms:
List of some of the best Crypto Teachers/Influencers and Crypto exchanges/crypto trading tools for beginners
First of all, congrats, to be a part of the Bitcoin/Blockchain growth story. You are one of the early adopters in this space and hopefully, you will make the best out of it. The first thing to do is to make your mentors and follow them to get to know about the industry insights, who will always motivate you and prevent you from being scammed. Some of the mentors to follow on Twitter-
Andreas M. Antonopoulos - He is one of the first Bitcoin educators. In 2012 Antonopoulos became enamored with Bitcoin. He eventually abandoned his job as a freelance consultant and started speaking at conferences about bitcoin, consulting for startups, and writing articles free of charge.
Saifedean Ammous- is an economist and author focusing on bitcoin, who authored the first academic book on the economics of bitcoin, The Bitcoin Standard: The Decentralized Alternative to Central Banking, published by Wiley in 2018
After deciding the mentors and taking advice from them by following them, create an account on some good crypto trading exchanges just to know how an exchange works like what are the functioning/ how orders are placed, etc. List of some of the best crypto trading exchanges-
Binance - It is the largest crypto exchange in the world as per the trading volumes. User Interface is also very good. Recently they also announced their margin trading feature. They have a mobile app also available.
Bittrex - Its US-based exchange and it is operated by 3 security engineers from Amazon, founded in 2014. They don't have a mobile app for now.
Coinbase - It was founded in 2012 and they have crypto to fiat pairs available in 32 countries you can buy cryptocurrencies through your bank account.
Before going to trade with real money, I would recommend you to do some research, how crypto market works. According to the best of my understanding, you should apply some strategies, follow news/sentiments, charts, patterns of the coin. Some important tools/websites that can help you to build your strategies and gather all the possible information about the market-
Coingecko - Here you will find all the information of any coin like market cap, prices, dominance, social accounts, explorer at one place so that you can make informed decisions.
Trading View- It's an advanced Financial visualization platform where you can find any past chart with indicators to apply the best possible strategy, also you can take ideas from the leaders at the trading view.
SmartBotCoin - It's an automated tool that gathers all the information like news and sentiments through AI/ML at a single place and automates the process of backtesting, that can be helpful in making informed trading decisions.
Also, before going to trade with real money - you should have a solid trading plan that not only constitutes trading knowledge but also how you control your emotions, gaining confidence and how you manages your finances and risk. Best of luck!
Evaluate yourself, honestly. What kind of attributes will you need reflected in your trading plan? Indecisiveness is not working in your favour when your money is on the line.
While you're trading, your plan should be set solidly - making changes on the fly is a losing proposition. The plan should be re-evaluated when you're out of the market, but not while you're in it! Stick to the plan.
No emotions. Stick to the plan.
Paper trade and backtest your plan before putting your money on the line!
Diversify your portfolio. If you're putting a lot of money on the line, have it spread out over multiple securities in multiple sectors to pad yourself against damaging market movements.
6. A Trading Plan
So you've been following TAWR for the last month - what does your trading plan look like? If you haven't started one yet, that's okay - that's what we start to cover in this week's post. First, you need to do a little soul searching.
Is this the right market for you to trade in?
Unlike other markets, the Bitcoin market does not close, not even on weekends. (International exchanges are for the most part open 6 days out of 7. BTC is around the clock.) This means there is constantly something happening, something to be watching for. Obviously you needn't be watching charts all the time and losing sleep and cuddle time because of a possible overseas news bit making waves - but this does open the market up for a lot of activity and this can be a serious stressor. If this will be too much for you, don't worry! This isn't the only market you can trade in. If this is a serious concern for you, consider other markets on the Forex. There are plenty of currency pairs to trade in that aren't nearly as crazy as those involving XBTs. ...If you're still here and not looking up USD/CHF market behaviour, that must mean you like rollercoasters.
Type of Trader: Being Honest With Yourself
Are you a swing trader? Long-term buy-and-holder looking to make a little extra in the short-term? Just curious what it's like to do what a daytrader does? Answering the question of "what type of trader are you" is important when setting up a trading plan, because certain indicators are better suited to different styles of trading. Your trading style will not necessarily reflect mine. Yours will likely differ a lot from mine and everyone else' - but as long as you can make decisions based off of that plan, and they make you money when followed, it is a good trading plan. Ultimately, the goal of answering that question isn't to give yourself a label, it's to find a set of technical rules that you can follow that 1) make you money, and 2) that you can actually act on. Trader indecisiveness is a serious problem when on the (digital) trading floor. If you have a killer plan that seems like it'll work well for you based on the backtesting, but you find that you can't actually decide when to enter and exit a position because it's reacting very sensitive to market movements, that's trader indecisiveness. Suppose it's not reactive enough and you miss entry points every time they pass? That's also trader indecision. If you can take action based on the indicators, and make money as a result, that's a good plan. If not, go ahead and make revisions to the plan. Identify what's causing your money to disappear into fees and other traders' pockets, and make changes to keep that from happening! I mentioned backtesting. That's important because whenever you come up with (or change) a trading plan, you need to...
PAPER TRADE FIRST.
If you aren't making money on paper, why would you make money in the market? To paper trade, take down your actions based on your prospective trading plan, using actual market data. Follow the market and see if your trades would have made money if you had actually executed them on the market. If you're making satisfying gains consistently on those trades based on the rules of your plan, you can have confidence in your trading plan. If you're losing money or just barely breaking even, consider revisions to your trading plan. You can use historical data to check your plan's profitability, since it's readily available. Bitcoincharts.com and Tradingview.com both let you see historical data from the Bitcoin market, for example. Obviously this will not be terribly useful to you until you've built your plan, but if you've already started to play with some indicators just to get a feel of how they look and react with the data, you'll find those two links somewhat helpful in getting a jump on next week's post.
Stick to the Facts.
Maybe your gut has never done you wrong, but always follow the chart. Befriend the trend. Trust the chart. Facts don't lie. Evidence doesn't lie. Make money by going with the market, not against it, no matter what your emotions or feelings are telling you. This is something I've been guilty of, because the fact is I love Bitcoin. I really do. I love its functionality, its widespread growth, and the fact that it's techy at its decentralized heart. (That's a paradox, by the way.) But when a trader gets too involved with their chosen security, they believe in it for the wrong reasons. As much as I love Bitcoin, I have to sell it if the price goes into a mad nosedive. If you believe in the long-term success of Bitcoin, cool - know why you believe in it. Otherwise, just trade it and don't get too attached to it. One of the key differences between Bitcoin and traditional stocks are that stocks are not food or clothes - you can't eat or wear stocks, so selling them is how you make money (locking in profits vs making gains "on paper"). However, Bitcoin actually does have use. It can be spent like any other currency (except faster!) and therefore having a lot of this security actually does give you a function you might not otherwise have. All the same, decide just how close you want to be to Bitcoin. If you believe it'll always and forever have a value, and will increase in value over time no matter what, then go ahead and collect as many as you can afford. If you have your cautious doubts, be aware of the previous point about getting too close to the security, and trade it like any other stock. It's all about making money, whether you measure your monetary gains in USD or XBTs. This next segment is right out of Barbara Rockefeller's "Technical Analysis for Dummies, 2nd ed." book, and is always true whether you're into cryptocurrencies or traditional stocks.
"Diversification reduces risk. The proof of the concept in financial math won its proponents the Nobel prize, but the old adage has been around for centuries: “Don’t put all your eggs in one basket.” In technical trading, diversification applies in two places:
Your choice of indicators: You improve the probability of a buy/sell signal being correct when you use a second, noncorrelated indicator to confirm it. You don’t get confirmation of a buy/sell signal when you consult a second indicator that works on the same principle as the first indicator. Momentum...doesn’t confirm relative strength because it adds no new information. Widen your horizon beyond a few indicators, and seek different concept indicators instead of torturing old indicators to come up with better parameters.
Your choice of securities: You reduce risk when you trade two securities whose prices move independently from one another. If you trade a technology stock, you achieve no diversification at all by adding another technology stock. Instead, you may get a better balance of risk by adding a stock from a different sector. If you trade metals futures, add something from agriculture or finance to get diversification. You can estimate degree of correlation scientifically with a spreadsheet or informally by eye (charting both securities in the same space)."
Deciding on Indicators
Wait til next week and we'll go over those! We'll see which ones fit with faster or slower trading plans (both are useful in Bitcoin) and you get to branch off from there and build your plan accordingly.
I'll welcome redditors to either comment or PM me their trading plans I'll do my best to look them over and offer suggestions or warnings as I see them. Again, I'm no guru or all-knowing being, and I'm not a certified trader or money manager or anything of that nature - but I'll offer the benefit of my research over the last few months regarding the indicators we've covered. Stay curious, make money, have fun and see you next week.
[Sorry for the long post] So I've looked around this sub and I see a lot of high level or theoretical Algo discussions which I can appreciate but I'm kind of lost when it comes to practical applications and I don't even know if any service even exists that can meet my needs. Currently, I have a strategy that I think is a little profitable with 1 minute data intraday swing trading on USDJPY, it's very simple and written in Pinescript. I plug the pinescript into a 1 min chart on Tradingview and it spits out alerts for my trades. The alerts are picked up by a chrome addon called Autoview which sends the orders to 1broker using a special alert API. I hate it for many reasons: - Chrome with tradingview and Autoview must be running and checked frequently for glitches (sometimes alerts stop firing randomly) - Tradingview alerts are not meant to be used as orders so I lose any semblance of order management. Basically it fires alerts/orders for every entry point regardless of my current balance or positions. - Pinescript sucks. - 1broker uses bitcoins as currency, I like bitcoins but don't fully trust putting thousands of dollars into them when it could be rendered obsolete at any time without warning. So the reason I use it is because it meets all my needs. I'm just starting out and I have a fairly large income via my job (US) but it would take me at more than a year to save up 25k for a legit daytrading account. So I need to find a broker + automation combo with the following: - hedging within the same fund (is this not allowed in the US?) - can make unlimited day trades without needing $25,000 USD, low minimum account size - low or no fees - supports 24/5 forex or E-mini trading (options not required) - API for automation with somewhat low coding requirements. I am familiar with python but by no means am I an expert. I like looking at tradingview charts and backtest instantaneously via graphical interface but I realize this is probably not very common. I've spent a lot of time on both Quantopian and Quantconnect but neither of them can do intraday trading very well if at all. They are primarily focused on fundamental trading and I'm more into technical trading. I tried looking into Ninjatrader, metatrader, whatever but I found them very expensive, unnecessarily complicated, and beholden to the US's stupid trading laws. TL;DR - Can anyone tell me exactly how to implement my simple automated intraday FX strategy using a simple interface that doesn't require me to have a $25,000 US brokerage account and software that costs 1000's of dollars? P.S. If any other beginners are in the same situation as me you should look into 1broker.com + TradingView + Autoview, it's pretty sweet given the limitations it's working with.
UT Bot indicator was inially developer by @Yo_adriiiiaan Idea of original code belongs @HPotter I can't update my original UT Bot Strategy so I publishing new strategy with backtesting range included. I just took code of Yo_adriiiiaan, cleaned it, deleted all useless pieces of code, transformet to v4 and created a strategy from it. Also I added an input that allows you to swich to signals from ... TradingView India. backtesting — Check out the trading ideas, strategies, opinions, analytics at absolutely no cost! TradingView UK. backtesting — Check out the trading ideas, strategies, opinions, analytics at absolutely no cost! — Indicators and Signals backtesting — Check out the trading ideas, strategies, opinions, analytics at absolutely no cost! backtesting — Check out the trading ideas, strategies, opinions, analytics at absolutely no cost! TradingView . EN. TradingView. Sign In. Ticker Trading Ideas Educational Ideas Scripts People. Profile Profile Settings Account and Billing Referred friends Coins My Support Tickets Help Center ... backtesting — Sehen Sie sich die Trading Ideen, Strategien, Meinungen und Analysen absolut kostenlos an! — Indikatoren und Signale
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