So testen Sie mittels Backtesting Ihre Trading Strategien

How do you guys backtest a strategy?

I'm new to the forex trading and one of the advices that I often come across is to always backtest a strategy first.
First thing that came to mind is to just go through the chart and start moving forward, simulating a trade and logging if the strategy wins or loses. I actually did this in a 15M chart for a range of 3 months, and while the results were enlightening (my strategy sucked only 36% win rate for that pair and strategy), I found the process very tedious.
So my question is are there automated ways to back test a strategy? Like maybe excel or an application?
I was looking into mt5 and expert advisors the other day, and I tried the strategy tester using a free expert advisor. Should I create a script that mimics my strategy and test it using mt5? I have a bit of programming but I don't know where to start.
submitted by Ogre-kun to Forex [link] [comments]

One year resume. Live testing before backtesting.

Hello,
I‘m on this algotrading journey starting with crypto for exactly one year now. My strategies have not been profitable yet. I have programmed my bot, teached it all the technical indicators I got to know myself first, have left it live trading and losing half of its assigned budget. I‘ve read alot about backtesting on this forum and started learning this wierd pine script language on Tradingview. I got good looking backtest results based on some simple RSI/MACD scripts. The bot got some fresh budget assigned to lose some of it again. Leaving it running for three months the blue backtest profit hill is slowly turning red as well in the meantime. Overfitted to the max obviously. I tried implementing my own backtester to add some machine learning to even more overfit the overfitted values. I somehow left it in the dark for now and have never used it for live trading yet reading so much about overfitted backtesting within this sub.
Since two months I have now completely stopped using backtesting due to this disappointing experience and completely went towards paper trading (using virtual budget on my bot). I have also tried to minimize usage of technical indicators because of the lagging. I consider all the coins instead of only BTC now. The price action is clearly linked to BTC tho (very visible!). Managing my (virtual) budget and allocation towards trades is a big learning for me as well.
I slightly look into backtesting again to validate my strategies. Still not profitable but won‘t give up there. I feel heavy doubts sometimes using it but it gives back hope as well.
How do you balance your efforts from backtesting compared to live/paper trading?
With my full time job I have somehow developed a ritual when coming home the first thing in wifi range is checking the paper trades that my bot has done over the day. Most often re-writing the whole strategy due to bad performance. I need to get more patient on that. Next I want to read more about Forex. Ordered my first book about it yesterday.
Just wanted to share my story. Hope it can motivate or helps in some way.
submitted by 26oclock to algotrading [link] [comments]

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submitted by ViralMedia007 to FREECoursesEveryday [link] [comments]

5ers evaluation advice?

I plan on joining the 5ers.com evaluation within the next 6 months. I recently finished perfecting my trading plan and I've avoided learning too much of the academic side of forex because I didn't want to bother if I couldn't manage to be profitable in demo so I still need to hop onto babypips.com and complete the academic fundamentals before I do anything for real but I'm wondering any people that have joined 5ers have any advice for me.
(For the love of god no "5ers is a scam" comments please, I don't care. Those scammers need to be able to put food on the table and I need to provide.)

I've been backtesting a ton and getting solid results but recently during my testing I adjusted and improved it greatly and I did some runs in EUUSD and AUD/NZD in demo using the Soft4FX backtesting simulator so I could avoid unwanted repainters and have a more authentic backtesting experience against one of the most difficult and one of the easiest currencies to trade and I got some good results (I think).
I backtested starting in Oct 2014 until I hit 20% profit in each.
Here's the results for EUUSD which hit 20% in 14 months
I used a 20k account and used 0.1 lot for every trade, I missed out on a lot of profits because I didn't use a position size calc :(
https://i.imgur.com/Trhj7N1.png
and
AUD/NZD which hit it in 6 months
I used a 20k account and used 1% risk for every trade
https://i.imgur.com/TJfsLW6.png
I don't really know how good this is, I would like to hear your thoughts.
My drawdown is pretty good around 1% or less but I'm assuming that's still too risky considering in real trading I'll be trading multiple currencies at once? How to determine my risk for this program?
Also if I get X results in a currency over X time in demo, and assuming those results are the expected average, does that mean the results are multiplied by the average amount of open trades I have?
What should I add to my preparedness checklist?
Appreciate your thoughts :)
submitted by murderisgood to Forex [link] [comments]

The rise of fake Gurus

The rise of fake Gurus
https://preview.redd.it/s8df6kzd0tw51.jpg?width=1200&format=pjpg&auto=webp&s=1415af6b476b3ad00d3fcb6a8769de347b2a132d
Today, we are going to discuss how the rising of fake gurus from YouTube actually hacking our brain and trapping us to gambling in the stock market by using their attractive thumbnail and live webinar. In the end, we will discuss how to avoid being trapped. Please read this article seriously because we have made it very simple for you to check who is good or bad.
We Indians feel good when someone gives us something free of cost whether that content is valid or not, legit or not we hardly verify the facts. We can accept anything & everything IF it is free of cost. Didn’t you experience it?
At first, we are going to talk about why 95% of stock market-related content on YouTube is bullshit and fake which will not give you satisfactory results what they are claiming in the thumbnail. It’s so funny that I identified there in one video thumbnail that claimed to quit your job to become a millionaire by following his strategy. Seriously, Guys?
There are millions of fancy strategies stated as no loss strategy, guaranteed monthly income strategy, 100% working strategy, intraday tricks which will never give you loss, how to earn 1 Cr in one day, Become warren buffet in 3 simple steps, how to get your money double in options trading, etc, etc
You know guys what is the most fun thing? There are millions of views on their videos. It’s clearly indicating that we are the ones viewing all those videos that resulted in getting us trapped. Isn’t it?
How is it possible that someone without any experience will come and tell us how to make millions from the stock market? Guys, think logically does that possible? Have you ever verified their article before practically implementing it in the live market by putting your hard-earned money? Why are you using even in the first place?
Believe me, no one can make you rich in the stock market. It’s only your right and quality knowledge, dedication, and focus that can change the way you see the stock market. No amount of information will provide you an edge or trading improvement until and unless you experience it by yourself practically by implementing.
For egg: whatever we share at AfterVision, we do it with full confidence because we only share a backtested system that we have achieved after 11 years of deep research & experience. Believe in the result, don’t just focus on fake and manipulated promises.
Any single mistake in the stock market can make your capital zero. You have to control and focus on your Psychological process and implementation with the combination of Disciplined because these both play an important key role in the stock market then come last our so-called strategy. The strategy has no value if you don’t have an advanced system which can give you a better risk-reward ratio and clear cut entry and exit mechanism.
Never join anybody if someone is making fake promises to give you more than a 10% return per month consistently. But, the funny thing is no one will talk about less than 30-50% of the capital return. Amazed? Don’t be the one to get trapped though!
Never be dependent on any tip provider, signal or software, etc because trust me it is a bullshit idea of selling tips and indictors which doesn’t work seriously. They don’t trade themselves because it’s easy for YouTubers to create a 5 min video explaining about anything and showing some fake screenshots to trust us easily on them. YouTube is like their Dukan(shop), the business turnover is depending on our views we give to them that why they always come up with some choosy and fake caption and thumbnail such as 100% capital double, no loss strategy, etc so that viewers will click often on their video by getting trapped.
Youtuber and live webinar guys will emotionally sell you some sort of snack oil of how you can change your life by joining their superficial level program. I am not telling you that all are bad. But, I can tell you 6 out of 10 are selling craps on the name of courses. I have got to join so many courses in the last 6 months to experience ranges from Indian to Forex guys. They are just bragging about indicator on the name of courses. That’s it. We already know indicators don’t work all the time. It’ll give you 3 times signals within 30 min. You’ll confuse about whether to buy or sell. That’s what the techniques they are claiming to work 100% of the time in any market in any situation.
Why we are different at AfterVision?
First of all, we don’t ever promise you to give 100% result because there is no perfect system in the world which can give you 100% result.
We don’t sit and trade the whole day that’s a fishy system to sit the whole day to make money. At AfterVision, Only 45-60 min is enough to make money if you are a serious trader. We focus on a one-to-one basis live session rather than providing a crowd or batch where no one can ask questions openly.
We don’t talk about any kind of indicators because believe me it is just crap, will only confuse you in the end. we believe in logical trading, if you are not getting any logic to take an entry or exit then simply we sleep that day without doing trade.
We never focus on more than 5 trades in a month because we believe in quality rather than just focusing on quantity. We provide 24*7 doubt sessions with lifetime support. Yes, anytime you can call at AfterVision to take any support.
Click here - http://blog.aftervisioneducation.com/the-rise-of-fake-gurus/
submitted by aveducatioseo to u/aveducatioseo [link] [comments]

Python backtesting frameworks that take spread into account?

I am working on a forex trading strategy using my own machine learning based indicators (i.e. not blindly applying ML to the market) and some traditional trading techniques, maybe I'll share some details later.
My problem is that I simply can't find a python library that actually allows my algorithm to buy and sell on the actual ask and bid price, which I think is quite important, otherwise you may gain false profit form small market movements. I know backtesting has its own dangers and drawbacks so I want to make sure to be as precise as possible. I've uploaded a dataset to Kaggle which I've used to build my own backtesting program, but it would be a real pain to optimize this for other currencies, commodities etc...
Can someone recommend me a reliable library which uses the real historical ask and bid price in the simulation?
submitted by ehheznekedsemmikozod to algotrading [link] [comments]

Q: Are you aware of any tools that can be used to compare the results of previously backtested strategies?

There are many tools online, such as TradingView, that allows users to write scripts or strategies to automatically buy and sell stocks or FOREX at certain times. These work on a variety of technical analysis indicators such as a combination of MACD, SMA, ext. Individually, they can be backtested on specific stocks by individually loading each one on a program like TradingView and comparing the returns (which is super annoying).
I was wondering if you were aware of a website, or another tool, that compares all the strategies that have been developed by users on these platforms, and then ranks them according to those that have achieved the biggest returns? Kind of like a strategy screener and ranker.
I am essentially looking to see if anyone has come across some sort of database that can rank and compare among the many thousands of strategies created by users available online. If you are aware of such a service, please let me know! If not, I am happy to consider creating one myself. Please let me know if you would be interested in such a project.
TL;DR: Are you aware of a tool that automatically compares different backtested strategies to find the one that would have historically provided the best returns for a specific stock?
submitted by dabelman to technicalanalysis [link] [comments]

Am I missing something?

Hello,
I've been testing forex strategies now for about 3-4 months using expert advisors. So that my testing is as rigorous as I can make it I've used all 28 major pairs over the past 10 years to backtest and for the ones that seemed to work alright I recorded their profits on each year to get a view of the drawdown.
As a quick note, the only strategies that were at all profitable were on H4 and Daily TF minimum (although H4 experienced larger drawdown and volatility) and risked a maximum of 2% per trade (normally less than 1%).
In total, I've tested probably over a hundred strategies now and several hundred indicators as well (I got into this through no-nonsense forex) yet out of those I only have found a single strategy that is consistently profitable on a yearly basis and that still can have quite bad drawdown periods.
So I am confused because (except for some chart patterns that would be hard to program) I have tested most of the strategies that I've seen other people using and they don't seem to work, so I'm not sure how people are turning profits.
TLDR I can't tell how anyone is making money when almost all the strategies that I've tested just don't work
submitted by Shallllow to Forex [link] [comments]

Q: Are you aware of any tools that can be used to compare the results of previously backtested strategies?

There are many tools online, such as TradingView, that allows users to write scripts or strategies to automatically buy and sell stocks or FOREX at certain times. These work on a variety of technical analysis indicators such as a combination of MACD, SMA, ext. Individually, they can be backtested on specific stocks by individually loading each one on a program like TradingView and comparing the returns (which is super annoying). There are many thousands of such strategies created and available to be used on these platforms.
I was wondering if you were aware of a website, or another tool, that compares all the strategies that have been developed by users on these platforms, and then ranks them according to those that have achieved the biggest returns? Kind of like a strategy screener and ranker, that compares them all and lists the ones that would have performed the best on a specific stock or FOREX.
If you are aware of such a service, please let me know! If not, I am happy to consider creating one myself. Please let me know if you would be interested in such a project. I think it would be useful to help traders systematically know what works and what doesn't for the markets they are most familiar with. Thank you for your time in reading this post.
TL;DR: Are you aware of a tool that automatically compares different backtested strategies to find the one that would have historically provided the best returns for a specific stock?
submitted by dabelman to CanadianInvestor [link] [comments]

My First Year of Trading

So here it is, three more days and October begins, which marks one year of trading for me. I figured I would contribute to the forum and share some of my experience, a little about me, and what I've learned so far. Whoever wants to listen, that's great. This might get long so buckle up..
Three years ago, I was visiting Toronto. I don't get out much, but my roommate at the time travels there occasionally. He asked everyone at our place if we wanted to come along for a weekend. My roommate has an uncle that lives there and we didn't have to worry about a hotel because his uncle owns a small house that's unlived in which we could stay at. I was the only one to go with. Anyways, we walk around the city, seeing the sights and whatnot.
My friend says to me "where next?"
"I don't know, you're the tour guide"
"We can go check out Bay Street"
"what's 'Bay Street?'"
"It's like the Canadian Wall street! If you haven't seen it you gotta see it!"
Walking along Bay, I admire all the nice buildings and architecture, everything seems larger than life to me. I love things like that. The huge granite facades with intricate designs and towering pillars to make you think, How the fuck did they make that? My attention pivots to a man walking on the sidewalk opposite us. His gait stood out among everyone, he walked with such a purpose.. He laughed into the cell phone to his ear. In the elbow-shoving city environment, he moved with a stride that exuded a power which not only commanded respect, but assumed it. I bet HE can get a text back, hell he's probably got girls waiting on him. This dude was dressed to kill, a navy suit that you could just tell from across the street was way out of my budget, it was a nice fucking suit. I want that. His life, across the street, seemed a world a way from my own. I've worn a suit maybe twice in my life. For my first communion, it was too big for me, I was eleven or whatever so who gives a shit, right? I'm positive I looked ridiculous. The other time? I can't remember.
I want that. I want the suit. I want the wealth, the independence. I want the respect and power, and I don't give a shit what anyone thinks about it.
Cue self doubt.
Well, He's probably some rich banker's son. That's a world you're born into. I don't know shit about it. \sigh* keep walking..*

A year later, I'm visiting my parents at their house, they live an hour away from my place. My dad is back from Tennessee, his engineering job was laying people off and he got canned... Or he saw the end was near and just left... I don't know, hard to pay attention to the guy honestly because he kind of just drones on and on. ("Wait, so your mom lives in Michigan, but your dad moved to Tennessee... for a job?" Yea man, I don't fucking know, not going to touch on that one.) The whole project was a shit show that was doomed to never get done, the way he tells it. And he's obviously jaded from multiple similar experiences at other life-sucking engineer jobs. My mom is a retired nurse practitioner who no longer works because of her illness. I ask him what he's doing for work now and he tells me he trades stocks from home. I didn't even know you could do that. I didn't know "trading" was a thing. I thought you just invest and hope for the best.
"Oh that's cool, how much money do you need to do that?"
"Ehh, most say you need at least $25,000 as a minimum"
"Oh... guess I can't do that..."
Six months later, I get a call and it's my dad. We talk a little about whatever. Off topic, he starts asking if I'm happy doing what I'm doing (I was a painter, commercial and residential) I tell him yes but it's kind of a pain in the ass and I don't see it as a long term thing. Then he gets around to asking if I'd like to come work with him. He basically pitches it to me. I'm not one to be sold on something, I'm always skeptical. So I ask all the questions that any rational person would ask and he just swats them away with reassuring phrases. He was real confident about it. But basically he says for this to work, I have to quit my job and move back home so he can teach me how to trade and be by my side so I don't do anything stupid. "My Name , you can make so much money." I say that I can't raise the $25,000 because I'm not far above just living paycheck to paycheck. "I can help you out with that." Wow, okay, well... let me think about it.
My "maybe" very soon turned into a "definitely." So over the next six months, I continue to work my day job painting, and I try to save up what I could for the transition (it wasn't a whole lot, I sucked at saving. I was great at spending though!). My dad gives me a book on day trading (which I will mention later) and I teach myself what I can about the stock market using Investopedia. Also in the meantime, my dad sends me encouraging emails. He tells me to think of an annual income I would like to make as a trader, and used "more than $100,000 but less than a million" as a guideline. He tells me about stocks that he traded that day or just ones that moved and describes the basic price action and the prices to buy and sell at. Basically saying "if you bought X amount of shares here and sold it at X price here, you could make a quick 500 bucks!" I then use a trading sim to trade those symbols and try to emulate what he says. Piece of cake. ;)
Wow, that's way more than what I make in a day.
He tells me not to tell anyone about my trading because most people just think it's gambling. "Don't tell your Mom either." He says most people who try this fail because they don't know how to stop out and take a loss. He talks about how every day he was in a popular chatroom, some noob would say something like, "Hey guys, I bought at X price (high of day or thereabout), my account is down 80% .. uhh I'm waiting for it to come back to my entry price.. what do I do??"
Well shit, I'm not that fucking dumb. If that's all it takes to make it is to buy low, sell high, and always respect a stop then I'll be fantastic.
By the end of September, I was very determined. I had been looking forward everyday to quitting my painting job because while it used to be something I loved, it was just sucking the life out of me at this point. Especially working commercial, you just get worked like a dog. I wasn't living up to my potential with that job and I felt awful for it every minute of every day. I knew that I needed a job where I could use my brain instead of slaving my body to fulfill someone else's dream. "Someone's gotta put gas in the boss's boat" That's a line my buddy once said that he probably doesn't know sticks with me to this day.
It ain't me.
So now it was October 2018, and I'm back living with Mom n' Pops. I was so determined that on my last day of work I gave away all of my painting tools to my buddy like, "here, I don't need this shit." Moving out of my rental was easy because I don't own much, 'can't take it with ya.' Excited for the future I now spend my days bundled up in winter wear in the cold air of our hoarder-like basement with a space heater at my feet. My laptop connected to a TV monitor, I'm looking at stocks next to my dad and his screens in his cluttered corner. Our Trading Dungeon. I don't trade any money, (I wasn't aware of any real-time sim programs) I just watch and learn from my dad. Now you've got to keep in mind, and look at a chart of the S&P, this is right at the beginning of Oct '18, I came in right at the market top. Right at the start of the shit-show. For the next three or four weeks, I watch my dad pretty much scratch on every trade, taking small loss after small loss, and cursing under his breath at the screen.
Click.
"dammit."
Click.
"shit."
Click. Click.
"you fuck."
Click.
This gets really fucking annoying as time goes on, for weeks, and I get this attitude like ugh, just let me do it. I'll make us some fucking money. So I convince him to let me start trading live. I didn't know anything about brokers so I set up an account using his broker, which was Fidelity. It was a pain and I had to jump through a lot of hoops to be able to day trade with this broker. I actually had to make a joint account with my dad as I couldn't get approved for margin because my credit score is shit (never owned a credit card) and my net worth, not much. Anyways, they straight up discourage day trading and I get all kinds of warning messages with big red letters that made me shit myself like oooaaahhh what the fuck did I do now. Did I forget to close a position?? Did I fat finger an order? Am I now in debt for thousands of dollars to Fidelity?? They're going to come after me like they came after Madoff. Even after you are approved for PDT you still get these warning messages in your account. Some would say if I didn't comply with "whatever rule" they'd even suspend my account for 60 days. It was ridiculous, hard to describe because it doesn't make sense, and it took the support guy on the phone a good 20 minutes to explain it to me. Basically I got the answer "yea it's all good, you did nothing wrong. As long as you have the cash in your account to cover whatever the trade balance was" So I just kept getting these warnings that I had to ignore everyday. I hate Fidelity.
My fist day trading, I made a few so-so trades and then I got impatient. I saw YECO breaking out and I chased, soon realized I chased, so I got out. -$500. Shit, I have to make that back, I don't want my dad to see this. Got back in. Shit. -$400. So my first day trading, I lost $900. My dumbass was using market orders so that sure didn't help. I reeled the risk back and traded more proper position size for a while, but the commissions for a round trip are $10, so taking six trades per day, I'm losing $60 at a minimum on top of my losing trades. Quickly I realized I didn't know what the hell I was doing. What about my dad? Does HE know? One day, in the trading dungeon, I was frustrated with the experience I'd been having and just feeling lost overall. I asked him.
"So, are you consistently profitable?"
"mmm... I do alright."
"Yea but like, are you consistently profitable over time?"
.........................
"I do alright."
Silence.
"Do you know any consistently profitable traders?"
"Well the one who wrote that book I gave you, Tina Turner.. umm and there's Ross Cameron"
......................
"So you don't know any consistently profitable traders, personally.. People who are not trying to sell you something?"
"no."
...................
Holy fucking shit, what did this idiot get me into. He can't even say it to my face and admit it.
This entire life decision, quitting my job, leaving my rental, moving from my city to back home, giving shit away, it all relied on that. I was supposed to be an apprentice to a consistently profitable day trader who trades for a living. It was so assumed, that I never even thought to ask! Why would you tell your son to quit his job for something that you yourself cannot do? Is this all a scam? Did my dad get sold a DREAM? Did I buy into some kind of ponzi scheme? How many of those winning trades he showed me did he actually take? Are there ANY consistently profitable DAY TRADERS who TRADE FOR A LIVING? Why do 90% fail? Is it because the other 10% are scamming the rest in some way? Completely lost, I just had no clue what was what. If I was going to succeed at this, if it was even possible to succeed at this, it was entirely up to me. I had to figure it out. I still remember the feeling like an overwhelming, crushing weight on me as it all sunk in. This is going to be a big deal.. I'm not the type to give up though. In that moment, I said to myself,
I'm going to fucking win at this. I don't know if this is possible, but I'm going to find out. I cannot say with certainty that I will succeed, but no matter what, I will not give up. I'm going to give all of myself to this. I will find the truth.
It was a deep moment for me. I don't like getting on my soapbox, but when I said those things, I meant it. I really, really meant it. I still do, and I still will.
Now it might seem like I'm being hard on my dad. He has done a lot for me and I am very grateful for that. We're sarcastic as hell to each other, I love the bastard. Hell, I wouldn't have the opportunity to trade at all if not for him. But maybe you can also understand how overwhelmed I felt at that time. Not on purpose, of course he means well. But I am not a trusting person at all and I was willing to put trust into him after all the convincing and was very disappointed when I witnessed the reality of the situation. I would have structured this transition to trading differently, you don't just quit your job and start trading. Nobody was there to tell me that! I was told quite the opposite. I'm glad it happened anyway, so fuck it. I heard Kevin O'Leary once say,
"If I knew in the beginning how difficult starting a business was, I don't know that I ever would've started."
This applies very much to my experience.
So what did I do? Well like everyone I read and read and Googled and Youtube'd my ass off. I sure as hell didn't pay for a course because I didn't have the money and I'm like 99% sure I would be disappointed by whatever they were teaching as pretty much everything can be found online or in books for cheap or free. Also I discovered Thinkorswim and I used that to sim trade in real-time for three months. This is way the hell different than going on a sim at 5x speed and just clicking a few buy and sell buttons. Lol, useless. When you sim trade in real-time you're forced to have a routine, and you're forced to experience missing trades with no chance to rewind or skip the boring parts. That's a step up because you're "in it". I also traded real money too, made some, lost more than I made. went back to sim. Traded live again, made some but lost more, fell back to PDT. Dad fronted me more cash. This has happened a few times. He's dug me out of some holes because he believes in me. I'm fortunate.
Oh yeah, about that book my dad gave me. It's called A Beginner's Guide to Day Trading Online by Toni Turner. This book... is shit. This was supposed to be my framework for how to trade and I swear it's like literally nothing in this book fucking works lol. I could tell this pretty early on, intuitively, just by looking at charts. It's basically a buy-the-breakout type strategy, if you want to call it a strategy. No real methodology to anything just vague crap and showing you cherry-picked charts with entries that are way too late. With experience in the markets you will eventually come to find that MOST BREAKOUTS FAIL. It talks about support/resistance lines and describes them as, "picture throwing a ball down at the floor, it bounces up and then it bounces down off the ceiling, then back up." So many asinine assumptions. These ideas are a text book way of how to trade like dumb money. Don't get me wrong, these trades can work but you need to be able to identify the setups which are more probable and identify reasons not to take others. So I basically had to un-learn all that shit.
Present day, I have a routine in place. I'm out of the dungeon and trade by myself in my room. I trade with a discount broker that is catered to day traders and doesn't rape me on commissions. My mornings have a framework for analyzing the news and economic events of the particular day, I journal so that I can recognize what I'm doing right and where I need to improve. I record my screens for later review to improve my tape reading skills. I am actually tracking my trades now and doing backtesting in equities as well as forex. I'm not a fast reader but I do read a lot, as much as I can. So far I have read about 17-18 books on trading and psychology. I've definitely got a lot more skilled at trading.
As of yet I am not net profitable. Writing that sounds like selling myself short though, honestly. Because a lot of my trades are very good and are executed well. I have talent. However, lesser quality trades and trades which are inappropriately sized/ attempted too many times bring down that P/L. I'm not the type of trader to ignore a stop, I'm more the trader that just widdles their account down with small losses. I trade live because at this point, sim has lost its value, live trading is the ultimate teacher. So I do trade live but I just don't go big like I did before, I keep it small.
I could show you trades that I did great on and make people think I'm killing it but I really just don't need the validation. I don't care, I'm real about it. I just want to get better. I don't need people to think I'm a genius, I'm just trying to make some money.
Psychologically, to be honest with you, I currently feel beaten down and exhausted. I put a lot of energy into this, and sometimes I work myself physically sick, it's happened multiple times. About once a week, usually Saturday, I get a headache that lasts all day. My body's stress rebound mechanism you might call it. Getting over one of those sick periods now, which is why I barely even traded this week. I know I missed a lot of volatility this week and some A+ setups but I really just don't give a shit lol. I just currently don't have the mental capital, I think anyone who's been day trading every day for a year or more can understand what I mean by that. I'm still being productive though. Again, I'm not here to present an image of some badass trader, just keeping it real. To give something 100% day after day while receiving so much resistance, it takes a toll on you. So a break is necessary to avoid making bad trading decisions. That being said, I'm progressing more and more and eliminating those lesser quality trades and identifying my bad habits. I take steps to control those habits and strengthen my good habits such as having a solid routine, doing review and market research, taking profits at the right times, etc.
So maybe I can give some advice to some that are new to day trading, those who are feeling lost, or just in general thinking "...What the fuck..." I thought that every night for the first 6 months lol.
First of all, manage expectations. If you read my story of how I came to be a trader, you can see I had a false impression of trading in many aspects. Give yourself a realistic time horizon to how progress should be made. Do not set a monetary goal for yourself, or any time-based goal that is measured in your P/L. If you tell yourself, "I want to make X per day, X per week, or X per year" you're setting yourself up to feel like shit every single day when it's clear as the blue sky that you won't reach that goal anytime soon. As a matter of fact, it will appear you are moving further AWAY from that goal if you just focus on your P/L, which brings me to my next point.
You will lose money. In the beginning, most likely, you will lose money. I did it, you'll do it, the greatest Paul Tudor Jones did it. Trading is a skill that needs to be developed, and it is a process. Just look at it as paying your tuition to the market. Sim is fine but don't assume you have acquired this skill until you are adept at trading real money. So when you do make that leap, just trade small.
Just survive. Trade small. get the experience. Protect your capital. To reach break even on your bottom line is a huge accomplishment. In many ways, experience and screen time are the secret sauce.
Have a routine. This is very important. I actually will probably make a more in-depth post in the future about this if people want it. When I first started, I was overwhelmed with the feeling "What the fuck am I supposed to DO?" I felt lost. There's no boss to tell you how to be productive or how to find the right stocks, which is mostly a blessing, but a curse for new traders.
All that shit you see, don't believe all that bullshit. You know what I'm talking about. The bragposting, the clickbait Youtube videos, the ads preying on you. "I made X amount of money in a day and I'm fucking 19 lolz look at my Lamborghini" It's all a gimmick to sell you the dream. It's designed to poke right at your insecurities, that's marketing at it's finest. As for the bragposting on forums honestly, who cares. And I'm not pointing fingers on this forum, just any trading forum in general. They are never adding anything of value to the community in their posts. They never say this is how I did it. No, they just want you to think they're a genius. I can show you my $900 day trading the shit out of TSLA, but that doesn't tell the whole story. Gamblers never show you when they lose, you might never hear from those guys again because behind the scenes, they over-leveraged themselves and blew up. Some may actually be consistently profitable and the trades are 100% legit. That's fantastic. But again, I don't care, and you shouldn't either. You shouldn't compare yourself to others.
"Everyone's a genius in a bull market" Here's the thing.. Markets change. Edges disappear. Trading strategies were made by traders who traded during times when everything they did worked. Buy all the breakouts? Sure! It's the fucking tech bubble! Everything works! I'm sure all those typical setups used to work fantastically at some point in time. But the more people realize them, the less effective they are. SOMEONE has to be losing money on the opposite side of a winning trade, and who's willing to do that when the trade is so obvious? That being said, some things are obvious AND still work. Technical analysis works... sometimes. The caveat to that is, filters. You need to, in some way, filter out certain setups from others. For example, you could say, "I won't take a wedge pattern setup on an intraday chart unless it is in a higher time frame uptrend, without nearby resistance, and trading above average volume with news on that day."
Have a plan. If you can't describe your plan, you don't have one. Think in probabilities. You should think entirely in "if, then" scenarios. If X has happens, then Y will probably happen. "If BABA breaks this premarket support level on the open I will look for a pop up to short into."
Backtest. Most traders lose mainly because they think they have an edge but they don't. You read these books and all this stuff online telling you "this is a high probability setup" but do you know that for a fact? There's different ways to backtest, but I think the best way for a beginner is manual backtesting with a chart and an excel sheet. This builds up that screen time and pattern recognition faster. This video shows how to do that. Once I saw someone do it, it didn't seem so boring and awful as I thought it was.
Intelligence is not enough. You're smarter than most people, that's great, but that alone is not enough to make you money in trading necessarily. Brilliant people try and fail at this all the time, lawyers, doctors, surgeons, engineers.. Why do they fail if they're so smart? It's all a fucking scam. No, a number of reasons, but the biggest is discipline and emotional intelligence.
Journal every day. K no thanks, bro. That's fucking gay. That's how I felt when I heard this advice but really that is pride and laziness talking. This is the process you need to do to learn what works for you and what doesn't. Review the trades you took, what your plan was, what actually happened, how you executed. Identify what you did well and what you can work on. This is how you develop discipline and emotional intelligence, by monitoring yourself. How you feel physically and mentally, and how these states affect your decision-making.
Always be learning. Read as much as you can. Good quality books. Here's the best I've read so far;
Market Wizards -Jack Schwager
One Good Trade -Mike Bellafiore
The Daily Trading Coach -Bret Steenbarger
Psycho-cybernetics -Maxwell Maltz
Why You Win or Lose -Fred Kelly
The Art and Science of Technical Analysis -Adam Grimes
Dark Pools -Scott Patterson
Be nimble. Everyday I do my research on the symbols I'm trading and the fundamental news that's driving them. I might be trading a large cap that's gapping up with a beat on EPS and revenue and positive guidance. But if I see that stock pop up and fail miserably on the open amidst huge selling pressure, and I look and see the broader market tanking, guess what, I'm getting short, and that's just day trading. The movement of the market, on an intraday timeframe, doesn't have to make logical sense.
Adapt. In March I used to be able to buy a breakout on a symbol and swing it for the majority of the day. In the summer I was basically scalping on the open and being done for the day. Volatility changes, and so do my profit targets.
Be accountable. Be humble. Be honest. I take 100% responsibility for every dime I've lost or made in the market. It's not the market makers fault, it wasn't the HFTs, I pressed the button. I know my bad habits and I know my good habits.. my strengths/ my weaknesses.
Protect yourself from toxicity. Stay away from traders and people on forums who just have that negative mindset. That "can't be done" mentality. Day trading is a scam!! It can certainly be done. Prove it, you bastard. I'm posting to this particular forum because I don't see much of that here and apparently the mods to a good job of not tolerating it. As the mod wrote in the rules, they're most likely raging from a loss. Also, the Stocktwits mentality of "AAPL is going to TANK on the open! $180, here we come. $$$" , or the grandiose stories, "I just knew AMZN was going to go up on earnings. I could feel it. I went ALL IN. Options money, baby! ka-ching!$" Lol, that is so toxic to a new trader. Get away from that. How will you be able to remain nimble when this is your thought process?
Be good to yourself. Stop beating yourself up. You're an entrepreneur. You're boldly going where no man has gone before. You've got balls.
Acknowledge your mistakes, don't identify with them. You are not your mistakes and you are not your bad habits. These are only things that you do, and you can take action necessary to do them less.
It doesn't matter what people think. Maybe they think you're a fool, a gambler. You don't need their approval. You don't need to talk to your co-workers and friends about it to satisfy some subconscious plea for guidance; is this a good idea?
You don't need anyone's permission to become the person you want to be.
They don't believe in you? Fuck 'em. I believe in you.
submitted by indridcold91 to Daytrading [link] [comments]

How To Choose An Automated Trading Platform?

How To Choose An Automated Trading Platform?
When going for an automated trading platform it is very important to look for some important features before you decide on the automated trading platform you want to trade on. Different automated trading platforms offer different services which have their own pros and cons and might suit certain strategies and better than the others.
We have discussed important features that you should consider while choosing an algorithmic trading platform.

Select The Right Automated Trading Platform


https://preview.redd.it/gbx58zrdabu41.png?width=900&format=png&auto=webp&s=5ee3a23bc4f55a88437a8002fedfdf73390ece9b

Backtesting

A backtest is a historical simulation of an algorithmic trading strategy to see how it would’ve performed on the data in the past. Backtest results usually show the strategy’s performance in terms of profits and losses and some popular performance statistics like Sharpe Ratio or Information ratio which help to quantify the strategy’s return on risk. Hence a good backtesting software can be a great plus for an automated trading platform. Backtests can be divided into two categories ‘Research Backtesters’ and ‘Event-Driven Backtesting’.

Programming Languages

Choice of programming language is very important while deciding which platform to use for automating your trading strategy. Different languages have different pros and cons. Most commonly used programming languages used for algorithmic trading are C++, C#, Java, R, Python, and MATLAB. You can refer to one of our recent posts on top backtesting platforms where we’ve discussed popular programming languages.

Data

Different automated trading platforms provide access to/support trading/backtesting of certain securities only; some provide specific access to data feeds like Bloomberg and Thomson/Reuters. For instance, there are platforms dedicated to Forex trading or Equities trading only that too in specific markets. You need to make sure what the automated trading platform offers and then decide based on your needs. The frequency of data that you would need should also be taken into account. Some strategies would require daily EOD data while some other strategies might require intraday trading data.

Web-Based Platform

Some automated trading platforms also provide the web-based platform for online trading and backtesting which makes it easy and convenient to access your trading platform anywhere. The web-based platform may have less number of features compared to the desktop trading platform.

https://preview.redd.it/bwmmw9efabu41.png?width=900&format=png&auto=webp&s=c16e4008e52cf4cdd175241e8698b1fca09b43f4

Complexity

Different automated stock trading platforms vary in ease of use. Some platforms may require actual programming expertise while others may not. Most platforms provide a demo version which can help you decide what fits your comfort level. The complexity of platforms can be different for different assets traded, and one should check the different tools & features available to analyze the specific asset class.

Number of Strategies Allowed

Sometimes there might be restrictions on the number of long or short strategies loaded on a particular account and you might need extra accounts for more strategies. You should also check if you have enough memory on your computer for multiple accounts if required as it can be memory intensive. Some platforms also offer their own trading strategies as add-ons which can be subscribed by paying a periodic or one-time fee.

Commissions/Costs

Trading commissions can impact your profits to a great extent. Carefully choose the plan which suits your trading requirements. Also, check if there are initial and/or monthly fees and what is offered against it to make sure you are only paying for services which you actually want.

Technical Support & Customer Service

Automated Trading platforms are expected to have an extremely high “up-time” and rarely go out of service. Before choosing the platform you should check the history of outages and if there have been any other issues in the past, how soon were those resolved, and how knowledgeable and helpful was the support team.
submitted by FmzQuant to CryptoCurrencyTrading [link] [comments]

[x-post] Calculating backtest bond profits from yields alone ???

Hello,
So I have been trading stocks, forex and commodities for a while using automated programs so I am in the domain, not a beginner.
I am just starting to get into bonds and I have one thing that I do not understand, wherever I find any bonds data (i.e. https://finance.yahoo.com/quote/%5ETYX?p=%5ETYX) it only lists yield.
If I wanted to simulate trading this bond, shouldn't I have the price also to be able to calculate P/L? I know that yield = coupon / price, but since I do not have coupon nor price data it seems to me like some information is missing. Can somebody explain me how to backtest bond trading with using yield data only?
submitted by hcoverl to algotrading [link] [comments]

A few questions

Hey, used to trade a little bit a few years ago, and now I am coming back to trading. I’m looking to start algo trading because I have been doing a lot of dev work these past few years.
I’m looking to make my program with the Julia programming language.
  1. What brokerage do you guys use? I am interested in no-fee brokerages. I have my eyes set on TradeZero.
  2. What do you guys use for backtesting? I’ve read about Quantopia but I’d like something more local/private
  3. Who’s market data do you use?
  4. Has algo trading resulted in better results than manually trading with the assistance of tools such as screeners?
  5. Would algo trading be better for forex than securities markets since it is largely based on trends?
submitted by AlphonseWestwood to algotrading [link] [comments]

Calculating backtest bond profits from yields alone ???

Hello,
So I have been trading stocks, forex and commodities for a while using automated programs so I am in the domain, not a beginner.
I am just starting to get into bonds and I have one thing that I do not understand, wherever I find any bonds data (i.e. https://finance.yahoo.com/quote/%5ETYX?p=%5ETYX) it only lists yield.
If I wanted to simulate trading this bond, shouldn't I have the price also to be able to calculate P/L?
I know that yield = coupon / price, but since I do not have coupon nor price data it seems to me like some information is missing. Can somebody explain me how to backtest bond trading with using yield data only?
submitted by hcoverl to quant [link] [comments]

Feedback on Trading System

I built a forex trading strategy recently for a friend, and wanted to share it / get some feedback on it, as most of the systems I build trade stocks and are more fundamental/macro based!
The system was inspired by this forexfactory post: https://www.forexfactory.com/showthread.php?t=343533 but I've made a few changes.
The Filter:
I didn't like the proposed TMA slope indicator as the calculation and cutoff values seemed too arbitrary to me, so I take the 5 bar ROC of an EMA and smooth it. I divide this value by its standard deviation to scale it for higher timeframe analysis. I take the value of this adjustedSlope at the 4H, 1D, 1W timeframes, and sumproduct them with weights of 40%, 30%, 30% to give a little more strength to recent movements. I call this the overallSlope (for future reference).
I describe the the market regime under these rules:
(overallSlope > overallSlope[1] and overallSlope > 0) = bullish
(overallSlope < overallSlope[1] and overallSlope < 0) = bearish
(overallSlope > overallSlope[1] and overallSlope < 0) = neutral
(overallSlope < overallSlope[1] and overallSlope > 0) = neutral
Just like the system from ForexFactory, only long trades can be taken if its bullish, only short trades can be taken if its bearish, and either trade can be taken if its neutral.
The Setup:
I believe this portion is identical to the original stated system. Take the 50 bar Triangular Moving Average on the 4H timeframe, where the UpperBand is TMA + (2.5 * H4ATR) and the LowerBand is TMA - (2.5 * H4ATR).
If the market regime is bullish/neutral and the price has traded below the Lower Band then we're setting up for a buy and vice versa with a bearish/neutral market regime and price trading above the Upper Band.
I'm considering switching this to Median Absolute Deviation Bands as I like using the modified Z Score but I'm unsure of applying it directly to a price series instead of indirectly through an indicator or factor, I assume the median isn't very effective due to the actual series drifting, where as its (more) static when applied to Earnings Yield or something.
The Trigger:
For the trigger I'm on the 1H TimeFrame using the MACD histogram crossing 0, but the MACD is based on the Jurik Moving Average instead of the standard. A couple years ago when I first started getting into programming and playing forex, the JMA was something I stumbled on and wrote up and I really like it, it's very effective and smoothing a series, allowing the use of shorter lookback values without the MA being too "jittery".
Exits:
On the losing side, at open a stop loss is placed at (2 * H4ATR) below(above) the low(high) if we're going Long(Short). I'm currently split between two exits on the profit side. Right now my current exit criteria for a hypothetical long position is a bearish MACD Histogram crossover while we are above the TMA (the "midline"). The other strategy I'm considering is half off at the midline and the other half off at the Upper Band, but I think this isn't great because it can reverse and hit the stop effectively nulling the trade.
Risk Management:
For the risk management of the system I'm using position sizes standardized to risk 3% of the account on each trade by calculating how far away the stop is, and scaling the # of units until $risk = AccVal * .03.
Additional Comments:
As of right now I only have it fully coded on TradingView and I've made sure to use open prices for everything to avoid? (not sure if this completely handles this issue, please let me know) lookahead bias and I'm in the process of translating my code into my backtesting system but a lot of what I've built is equity related so I have some work to do to get it running right for forex. In TradingView I have it plot the Entry, Stop, and two targets, and the background shifts based on if it's long/short/flat. https://imgur.com/a/A1UQi04

I look forward to any thoughts or comments y'all may have, thanks for reading!
submitted by ilovemygirlfriend69 to Forex [link] [comments]

Looking to get into algorithmic trading, need some help with markets/finance

Hey how's it going everyone.
I'm looking to get into algorithmic trading and was wondering what a good way to start was. I've checked out quantstart for example but it seems extensive. A bit about my background first, I have a BS in EE CS from a top UC school and I also work as an software engineering intern right now at a well known Fintech company. My backgrounds pretty heavy in CS + EE and mathematics as well and I'm excited to apply my skills towards trading and algorithms where I can also use my software development skills. I also have an offer for a winter internship as a quant dev/analyst a small fund on wallstreet. I'm also deciding on an MFE/CS/applied econ math program next fall or spring as deadlines are coming up.
Desire: I would like to understand more about algorithmic trading platforms and of course to begin trading, I'd like to learn how to apply my background in ML to markets as well but my main goal is starting slow. I want to do this before my internship begins. I've also began using robinhood and it's alot of fun, I'd love to play around with their api.
My questions:
1) My main questions pertains towards the finance side. I don't have trading experience and would like to learn within the next three months. I'd like to learn more about backtesting and begin simulated algorithmic trading with fictitious money before moving on to actual money. Any tips on this?
2) What platform should I look into to learn more about trading, I'm thinking about equities first and then looking into something like forex or even crypto. Unless a better suggestion you have in mind. I'm mainly interested in commission free and no fees, if that even exists. I know robinhood does this but is there a desktop based platform?
3) I'm curious about the inner working of algorithmic trading. Are most people using just an autonomous algorithm they run that connects to an exchange/broker? Or are most people building their own exchanges and testing on both?
4)If there's any good articles or guides/videos you've seen that are applicable that would be great.
submitted by algo_quantthrow to algotrading [link] [comments]

11-08 20:53 - 'Algo backtesting at 23% return annually; claims to work on Futures, Forex, Crypto... ISO feedback' (self.Bitcoin) by /u/CH-ART removed from /r/Bitcoin within 105-115min

'''
I've been trading with a community for over a year now and they've recently released a futures algo with backtests showing 21-24% return over the last 20 years. They've released a youtube video demonstrating the execution and explanation of the algo avoiding specific metrics of course but still an interesting view. *source: [[link]3 * and this peaked my interested.
For those unaware. Algorithmic trading is a process for executing orders utilizing automated and pre-programmed trading instructions to account for variables such as price, timing, and volume. *source: Investopedia: [[link]4 *
I reached out to the owners and devs and they were extremely knowledgable but unwilling to share the specific code as it's claimed to be 'proprietary'.
The group still looks new and I'm having a hard time determining if it's a hidden gem or long shot, looking for others feedback thx.
'''
Algo backtesting at 23% return annually; claims to work on Futures, Forex, Crypto... ISO feedback
Go1dfish undelete link
unreddit undelete link
Author: CH-ART
1: *outu.be/v*IJ*kr**VU 2: www.investo*edia.*om/te*ms*a*algori**m*c**adi*g.**p 3: **utu.b*/vOIJ*k*puVU]*^1 4: *ww.inv*stopedia*com/t******/algor*th*ict*ading.as*]^*2
Unknown links are censored to prevent spreading illicit content.
submitted by removalbot to removalbot [link] [comments]

[x-post] Calculating backtest bond profits from yields alone ???

Hello,
So I have been trading stocks, forex and commodities for a while using automated programs so I am in the domain, not a beginner.
I am just starting to get into bonds and I have one thing that I do not understand, wherever I find any bonds data (i.e. https://finance.yahoo.com/quote/%5ETYX?p=%5ETYX) it only lists yield.
If I wanted to simulate trading this bond, shouldn't I have the price also to be able to calculate P/L? I know that yield = coupon / price, but since I do not have coupon nor price data it seems to me like some information is missing. Can somebody explain me how to backtest bond trading with using yield data only?
submitted by hcoverl to algorithmictrading [link] [comments]

Best Crypto Trading Bots 2019

Best Crypto Trading Bots 2019
WolfpackBOT - The World's Fastest Crypto Trading Bot

https://preview.redd.it/s5j8hgsgsi131.png?width=799&format=png&auto=webp&s=e0e5597fa32aa74f78fcfbb5cc08d143f8b8ca3b
There are basically two different ways you can make mazuma from digital currencies. You can purchase a couple of coins currently, hold them for an extensive period and offer them after the esteem has risen significantly or you can get started with exchanging digital forms of money, here once more, you can exchange physically or run with the best crypto exchanging bots. While holding cryptographic money for a more drawn out term has turned out to be fulfilling, it takes a bounty of time and tolerance for you to optically observe the estimation of your speculation increase.If you are somebody, who does not have the persistence to hang tight for so long, at that point digital currency trading provides you with the immaculate chance to make some mazuma. Numerous prosperous digital currency dealers do recommend you purchase low and sell high. In any case, this is easier verbalized than done.
Digital currencies have been cosmically unpredictable since the earliest reference point. They are the main tradable resources whose esteem shifts in twofold digit rates every day. The cost does not generally go up either. Along these lines, timing the market is the way to turning into a prosperous cryptographic money merchant.
Exchanging digital money isn't any advanced science. All you require is a record on a digital money trade and some cryptographic money in your wallet. This would have been the situation, had you started exchanging these computerized resources route in 2010.
Presently, on the off chance that you try to put in any limitation request on any famous cryptographic money trade, you will outwardly see another application set appropriate above you're, putting forth a superior arrangement. Hence, you are constrained to put orders at market esteem.
The way that a superior offer quickly negated your offer does not assign that somebody is continually crushing before the PC. You just set off crypto exchanging bot when you submitted your request. The best bitcoin exchanging bots have surmounted the whole cryptographic money exchanging biological system, and this is primarily because of the way that they are more effective than people, particularly when it comes down to exchanging.
Presently that you ken that bots have surmounted the crypto exchanging market, you more likely than not understood as of now that the chances of making mazuma when piled facing a great many bots are cosmically svelte.
You could ace all the distinctive specialized investigation strategies and exceed the bots. In any case, in addition to the fact that this is tedious withal very tedious. So instead of investing more energy finding out about the specialized investigation, you can set up the crypto exchanging bots all alone. By the end of this article, not exclusively will you ken probably the most profitably rewarding cryptographic money exchanging bots out there, yet moreover will be enabled with the intelligence of winnowing your very own exchanging bot later on.
Variables to Look for When Culling the Best Crypto Trading Bots
  1. Dependability
A standout amongst the most vital viewpoints to consider is the dependability of an exchanging bot. You would not operate to lose on a brilliant open door because your crypto bot went disconnected or stopped working for quite a while.
You may contend that there is no real way to make sure about the dependability of a specific exchanging bot. Notwithstanding, you aren't the just a single using a bot. Scan for what alternate clients who have used a particular bot need to verbally express about its consistent quality or basically allude to our rundown of the best bitcoin exchanging bots underneath.
  1. Security
With regards to cryptographic forms of money, you can't inculpate anybody yet yourself if there should be an occurrence of a hack. When you initiate using an exchanging bot, you are giving the bot access to your mazuma. This can be very jeopardous, particularly if the exchanging bot is beginning in the field.
There is no telling how secure a specific bot is. In this way, while separating an exchanging bot, complete quintessential research and winnow a bot that has been broadly extolled for its security.
  1. Productivity
Everything comes down to this fundamental part. Is the bot profitably worthwhile or not? An inquiry for which it is elusive an answer. The primary reason you chose to run with an exchanging bot is to benefit over its exchanging ability. There is no influential pertinence in using a bot that isn't profitably rewarding. In this way, discover the productivity of a bot up to you put both your time and mazuma into it.
  1. Straightforwardness
The fundamental motivation behind why digital currency rose to acclaim is that the entire system is plenarily straightforward. There is the wrong spot for any injustice. The equivalent ought average even from the exchanging bot that you choose to run with.
Attempt to winnow a bot whose engineers are unmistakable for their work in the network. Straightforwardness benefits to fabricate trust as well as also profits you to connect with the ideal individuals to adjust any issue.
  1. Simplicity of profit
The entire cogency of running with a robotized bitcoin exchanging is to make the whole procedure of transferring cryptographic forms of money simple for everybody. A bot which accompanies a simple to use interface is the one that is exceptionally well known. Having the capacity to control the bots with only a couple of snaps of the mouse is something you should pay individual mind to, in the bot that you choose to use.
Considering every one of the variables we have arranged a rundown of the best ten digital currency exchanging bots in 2019, the review will be unendingly refreshed with the goal that data remains apropos.
Top 10 Best Crypto Trading Bots in 2019
  1. Cryptohopper
This may be a new bot in the crypto exchanging market. In any case, this newcomer has figured out how to blow some people's minds because of the comprehensive exhibit of highlights that this bot gives. One of the defeats of most exchanging bots is that they kept running on your neighborhood machine. This betokens they run just when you have turned on your PC.
With the lift in enthusiasm for cloud-predicated advancements, Cryptohopper uses cloud innovation to keep the bot running day in and day out. By running the bot on a cloud, clients will most likely put in exchange requests notwithstanding amid the night. In this manner, no open door is missed.
Another critical reason that prompted the lift in the notoriety of Cryptohopper is its simplicity of usage, particularly for the tyro. The bot has incorporated with an outside exchanging signaller. This assigns anybody can initiate using this bot by running it on autopilot. This is a help to the nascent dealers, who need not stress over setting exchanging signals for their bot. The bot withal gives progressively experienced clients a chance to mess around and set their own exchanging signals. Along these lines, it is satisfying the desiderata of both. Aside from this, the bot is incidentally outfitted with highlights, for example, trailing stops, specialized examination, formats, and backtesting. Formats benefit you to design a nascent setting for your bot quickly, and specialized investigation sanctions you to redo and arrange your own settings.
Like every extraordinary thing, the crypto container comes with a sticker price fastened to it. The cost starts from $19 every month for the fundamental arrangement and goes up to $99 per month if you operate their most extravagant arrangement. When you buy into any of the organizations, you can start using the bot on prominent trades like Binance, Huboi, Kucoin, Bittrex, Coinbase, Poloniex, Kraken, Cryptopia, and Bitfinex. On the off chance that you are slanted to spend the additional buck on an exchanging bot, at that point Cryptohopper is an extraordinary separate.
  1. 3Commas
Even though 3Commas bot is nascent to the exchanging bot scene, it could give its clients huge increases, notwithstanding amid the crypto bear showcase.
The new element that dissevers this bot from other bots is its workforce to trail any crypto advertise. This authorizes the bot to close the exchange at the most profitably excellent position, yet the objective addition set by the utilizer had just been come to. This element benefits enormously amid the crypto bull run. Additionally, the bot adventitiously endorses clients to exchange numerous cryptographic forms of money simultaneously. In this manner, it is not passing up any great exchanging opportunity that goes along the way. The bot is set up on the cloud and is available through the site. This betokens the bot runs 24X7. The bot can be designed with Binance and Bittrex at this moment and increasingly legitimate trades, for example, BitFinex, Poloniex, KuCoin, and so forth will be coordinated anon.
The 3Commas comes with a sticker price appended to it. The starter plan will cost you $24, and the most luxurious genius pack would set you back by $82. On the off chance that you operate to give crypto bot exchanging a go, at that point, you could use the 3Commas starter plan and later peregrinate to the more rich schemes.
  1. Gunbot
This is another mainstream exchanging bot with more than 6000 dynamic merchants using its lodging on a quotidian substructure. Good with a few exchanging stages including Binance and GDAX, it very well may be kept running on your nearby PC. This can keep running on Windows, Linus, and the Mac stages, so running on your neighborhood machine would not be a bind.
The bot has 32 diverse pre-arranged exchanging systems which give clients a wide cluster of choices to induce some automated revenue. Among these techniques, the three most well-known ones are the Bollinger band, step addition, and ping pong. Numerous clients have detailed having made a bounty of benefits with the BB procedures. Gunbot isn't in freedom to use and accompanies a one-time level rate running from 0.1BTC to 0.3BTC, contingent upon the highlights that you would savor to optically observe in the bot. Aside from this, the bot supplementally comes as a Lite rendition that has encircled highlights yet can be habituated to test around with the lesser measure of mazuma.
The post-buy support given by the organization is truly surprising. Clients get their issues settled in less than multi-day. The main pickle with regards to this bot is that you ought to in every case reliably outwardly look at the present market state. If the instability of the crypto advertise is high, at that point you ought to most likely turn the bot off to shun any misfortune
  1. Gekko
This is the most diverse digital money exchanging bot in subsistence at present. For any individual who needs to gain proficiency with some things about exchanging bots and not spend any mazuma getting one, at that point Gekko is the bot for you. The Gekko trading bot is an open source bitcoin exchanging bot venture that is accessible for anybody to use for nothing. The way that it is in freedom to use is the fundamental purpose behind its wide prevalence. Like some other open-source ventures, Gekko is free of for all intents and purposes all bugs and even the ones the pop are fixed up at lightning speeds. The Gekko bot can collaborate with a few trades, including Bitfinex, Polonix, and BitStamp. The bot uses a web interface to associate with the clients and can keep running on a neighborhood machine with Windows, Linux, or the Mac OS.
The bot comes pre-designed with some exchanging system. You can initiate using the bot on autopilot as anon as you introduce and design it with a trade. In any case, if you would savor to use your very own exchanging system, the bot withal endorses you to design it to your savoring. While the present design is respectable for trying different things with the bot, there are a few other exchanging techniques accessible online that would benefit you make an all the more profitably worthwhile wager. The bot will withal send you a notice at whatever point it executes a specific exchange. This is finished by incorporating it with the Telegram envoy. Consequently, you will dependably ken how well your bot is performing.
The main drawback to the Gekko exchanging bot is that it isn't very utilizer-heartfelt. There are a few aides in the digital world that direct you through the underlying setup process. Be that as it may, this procedure isn't extremely direct and you would presumably hit a barricade at any rate once amid the underlying setup.
  1. Zenbot
Another allowed to use digital currency exchanging bot, Zenbot can be considered as a further developed form of the Gekko exchanging bot. Nonetheless, as Gekko has been around for a more extended time, it is all the more generally used. Much the same as Gekko, Zenbot programming can be downloaded from Github and introduced on your neighborhood PC. The product is perfect with Windows, Mac just as the Linux working frameworks. The bot comes pre-arranged with an entirely nice exchanging system. In any case, its real potential can be opened only when you initiate executing your exchanging order. The primary bind with the allowed to use bots is that they are frequently not very utilizer-genial. In any case, this isn't the situation with Zenbot. The entire setup process is extremely effortless, and you can have the bot fully operational in all respects speedily. The bot chips away at all prevalent trades, for example, Bitfinex, Poloniex, Bittrex, and so on.
As it is an open source venture, it is without now of a few bugs, and regardless of whether one springs up, it will be adjusted all around speedily. The Zenbot can effortlessly actualize with a few informing stages, for example, slack, Telegram, and so on to give you the updates of any exchange that was executed.
Adventitiously, the Zenbot withal braces high-recurrence exchanging. This is a component that outlined the personnel of the Gekko bot. The Zenbot is being refreshed, and more highlights are being incorporated traditionally. Hence, making it a bot for you to reliably outwardly analyze.
  1. WolfpackBOT: WolfpackBOT is a cryptographic money exchanging programming application that has been created with the most developed highlights of any robotized exchanging programming of its sort. The WolfpackBOT has been intended to execute exchanging directions with the usage of restrictive numerical calculations, and specialized investigation bespeakers predicated on the client's predefined assignments.
The cryptographic money advertise as of now bearish, and many exchanging bots easily miss the scarcest vacillations. WolfpackBOT has been built to execute trading directions at a lightning speed and is fit for making up to a large number of exchanges every day, relying upon the states of the market.
WolfpackBOT is among the few cryptographic money exchanging bots that give crypto aficionados full self-governance, security, and control of their exchanging bot and its related API keys. A large portion of the crypto trading bots out there are cloud-predicated stages that are constrained by outsider frameworks. While these stages guarantee dealers of outright wellbeing and security, insightful brokers ken that in the crypto space, outsider frameworks like trades and other cloud-predicated steps are hacked proximately consistently. Since WolfpackBOT programming and your related API keys are put away individually PC or devoted VPS, WolfpackBOT can sidestep a significant number of the security issues related to cloud-predicated frameworks.
WolfpackBOT has been created for the whole crypto network, from experienced merchants to novices, with three in all respects reasonably valued membership levels. WolfpackBOT accompanies a few membership bundles that authorize clients to exchange with a wide scope of chances predicated on their favored membership.
  1. CryptoTrader
cryptotrader_reviewAlmost all digital money merchants would have aurally seen about the crypto dealer exchanging bot. The across the board fame of this bot is because it was one of the absolute first bots to be kept running on the cloud and accessible to the clients day in and day out.
The crypto broker bot is plenarily web-predicated and in this manner, open from anyplace you can associate with the digital world. The bot can be easily designed with a few well-known trades, for example, Poloniex, Bittrex, Kraken, and so on. This bot does not come for nothing out of pocket. You can operate from the few organizations accessible. The valuing initiates with 0.003BTC every month for the most simple arrangement and this goes up to 0.0472 BTC every month for their excellent arrangement.
While all plans do offer clients support for programmed exchanging, the early highlights and as far as possible for the more indulgent plans is higher than that given the basic arrangement. Any early component that is caused is most readily accessible on the higher bundle designs and are later accessible on the basic plans. On the off chance that you would simply savor to exchange on a solitary trade and with exceptionally delineated mazuma, at that point the basic arrangement will get the job done. Be that as it may, on the off chance that you are outwardly looking at the higher volume of exchanges, at that point run with the higher bundle.
This bot additionally sustains algorithmic exchanging. In this manner, I am making it effortless for clients to execute their very own arrangements. The bot can be effortlessly modified. In this manner, I am making it a broadly utilized cryptographic money exchanging bot.
  1. Bitcoin Robot
btcrobotWe simply needed to incorporate the pioneer of digital currency exchanging bots on our rundown of the best crypto exchanging bots. The Bitcoin robot started as a Bitcoin exchanging bot. In any case, it can now withal be designed to exchange different digital currencies, for example, Ethereum and Litecoin. The bot is accessible as a product and should be downloaded and keep running on your neighborhood machine. This betokens the exchanges will be executed just as long as you keep your PC turned on. The bot can effortlessly work with a few digital money trades and is by and large broadly utilized even today. The bot isn't accessible free of expense and costs you a premium. The cost of the bot ranges from $19.99 every month for the principal plan. In any case, clients usually buy the platinum plan that costs just $399 one time charge and offers utilizer unlimited access to every one of the highlights.
The benefits made by individuals using this bot verbalizes for itself. Supplementally, they do offer a 60-days mazuma back assurance. Along these lines, you should look at them once.
  1. USI Tech
This can't be considered as a bot. In any case, the USI tech BTC settlement promises mechanized benefits for your BTC speculations. The USI Tech was at first intended for Forex exchanging. In any case, after the raise of the ubiquity of Bitcoin, they additionally offer BTC bundles. Not at all like some other BTC exchanging bot where you require to give the API key of your trade account to execute exchanges, on USI Tech, you will require to winnow from among the few BTC master exchanges. At that point, you will begin accepting your segment of benefits at whatever point exchange is made.
The USI Tech stage basically ensures extraordinary comes back to your speculations. The entire procedure of purchasing your absolute first BTC bundle is withal simple and pellucidly elucidated on their site. You can explore different avenues regarding the benefits that you gain. In any case, the number of bundles you purchase, the more dominant will be your benefit
  1. Margin.De (Leonardo Bot)
Edge LeonardobotThis is a cryptographic money exchanging bot with the most utilizer-genial interface. The GUI of the bot is easy to use, and the highlights gave are extremely puissant. The bot was structured with two exchanging techniques ping pong and Margin exchanging actualized into it. In any case, you can withal modify it with your very own custom settings. This bot lays incredible complement on the visual parts of exchanging. The specialized examination done by the bot is immensely simple to break down. What more? The bot has an astonishing component called visual exchanging. This interface feels rich smooth to use and offers clients the most extreme authority over the exchanges.
The bot was at first evaluated at 0.5 BTC consistently. Notwithstanding, presently, it is accessible at a one-time cost extending from $89 to $1999 with the most elevated arrangement offering a bigger number of highlights than th
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[x-post] Calculating backtest bond profits from yields alone ???

Hello,
So I have been trading stocks, forex and commodities for a while using automated programs so I am in the domain, not a beginner.
I am just starting to get into bonds and I have one thing that I do not understand, wherever I find any bonds data (i.e. https://finance.yahoo.com/quote/%5ETYX?p=%5ETYX) it only lists yield.
If I wanted to simulate trading this bond, shouldn't I have the price also to be able to calculate P/L? I know that yield = coupon / price, but since I do not have coupon nor price data it seems to me like some information is missing. Can somebody explain me how to backtest bond trading with using yield data only?
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My family knowing that I trade Forex

Hello 👋🏻 people Good day, I have been curious, learning and studying the market not just forex but also equities and derivatives for almost 2 years now. It has been consuming me life for years and I love it. Stumbled with it through Youtube and social media etc. when I dropped my college and nothing to do. I want to earn easy money 💵 but never know that trading or investing is the easiest way to make money the hard way! So this past few years and months I have been paper-trading while trading with my real account backtesting trading in forex etc. so this past few months of being obsessed with forex market and especially with it’s EA and algo/auto trading I have never had really a life except forex trading and learning much about it and my family hate me af! Especially me aunt since I’m currently living with her cause me parents are in the state so she fuckin hates me, talks shit alot that I need to get a real job and work in fuckin call centers. She herself a business women in the field of logistics and real estate so she knows basics of business and stuff. Even though I have myself being profitable in Forex trading a good ROI and p/l in my multiple accounts she don’t believe me shit and also same as my parents tells me i need to go back in college or work in a job etc. what should i do guys forex is making me obsessed and been not out the house for 2 weeks or so now?! This world is fuckin amazin me!!! I love programming and tech stuff so EA or signal algorithmic and automated forex is my real deal! I’ve planning also to take a good online course this week etc. so no outside world for me in couple of days too!!
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Forex Trend Trading - The Trend is Your Friend

Electronic currency trading is fast becoming Forex Millennium Review a widely popular forex investment venture. This is where you use the Internet and a few software applications to go about your daily forex data providers are hooked up to an electronic forex trading platform. These providers send out forex data including historical foreign exchange information good for forex backtesting, alerts, signals and news.

There are computer applications which can aid you in your trades. These have preconfigured systems which handle trade decisions and predictions based on its updated database of current forex information sent by the electronic currency trading platform itself or any of the forex data providers in its list. The built-in systems of these computer programs are also designed to interact with the decisions, trading styles and predictions of beta users, prioritizing stored user data with the least percentage of trade losses in comparison to its current forex database information. Also, most of these beta testers are popular forex specialists and investment advisers.

To profit from your ECurrency trading ventures, you need to identify the best platform to use. Ask around for advice from your friends and colleagues with knowledge and experience in electronic forex trading.Also consult reputable sources of information about these platforms and software applications. These can include popular forex specialists, finance advisers and investment consultants.

Make sure that your computer is free from malicious programs which can steal your private information. This can be a bigger problem, especially if your forex trading applications and the platforms where you go about your daily trades are compromised. You may not even know that your computer is already sending out confidential data, related to your forex trading ventures or otherwise, to predesignated servers, all while you're using these electronic currency trading platforms.

https://discountdevotee.com/forex-millennium-review/
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The top 5 stock backtesting software includes top free, web-based and top paid software that cover traders need from beginner to professional. BTC: $17,769.13 ETH: $473.87 XRP: $0.29 Market Cap: $501B BTC Dominance: 65.32%. BTC: $17,769.13 ETH: $473.87 XRP: $0.29 Market Cap: $501B BTC Dominance: 65.32%. Advertise Publish. Home; News. Forex Cryptocurrency Regulation Announcements Tips & hacks Die verlässlichsten Forex Daten werden auf beliebten Seiten wie Tick Data, Inc. oder CQG Data Factory angeboten. Wie funktioniert Backtesting? Abhängig von der Backtesting Software, die Sie verwenden, erhalten Sie eine Vielzahl von Indikatoren, wie zum Beispiel: Total Return on Equity (ROE): Die als Prozentsatz ausgedrückte Rendite des gesamten investierten Eigenkapitals. Gesamtgewinne und Forex Simulator. Simple and intuitive, highly customizable, multi-currency multi-timeframe real-time stand-alone Forex trading simulator for Windows and Mac. Download 130 GB of high-quality historical tick data, drag-drop orders, SL and TP. Download Free 14-Day Trial 30 Mb. 12,707 users have downloaded 15.1Tb of data so far. This software has changed my trading game! I spend hours just Forex Tester 4 is still the best Forex backtesting software for manual testing. I can't say that I'm surprised. However, I'm extremely surprised (in a good way) with Soft4X. It has matured into a very viable backtesting option. If you're strapped for cash, or if you aren't sure if Forex trading is for you or not, then it's totally worth checking out Soft4X. The only caveat to that statement is Mit unserer Backtesting Software Forex und CFD ́s birgt ein hohes Risiko und ist nicht für jeden Investor geeignet. Ein Investor kann möglicherweise mehr als das eingezahlte Kapital verlieren. Für den Handel sollte nur Risikokapital verwendet werden, bzw. Teile des Risikokapitals. Risikokapital ist Geld, bei dessen Verlust sich keine Änderung der Finanzsituation ergibt bzw. keinen If you have heard of Forex backtesting, but always wondered how to do it, then this guide is for you. Just like everything in trading and in life, there is no one-size-fits-all. Backtesting will not work for every trader or every trading system. However, there is nothing that I have seen that has universally helped more people become successful in trading, than backtesting. I consider it vital Forex backtesting software is a type of program that allows traders to test potential trading strategies using historical data. The software recreates the behaviour of trades and their reaction to a Forex trading strategy, and the resulting data can then be used to measure and optimise the effectiveness of a given strategy before applying it to real market conditions.

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