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H1 Backtest of ParallaxFX's BBStoch system

Disclaimer: None of this is financial advice. I have no idea what I'm doing. Please do your own research or you will certainly lose money. I'm not a statistician, data scientist, well-seasoned trader, or anything else that would qualify me to make statements such as the below with any weight behind them. Take them for the incoherent ramblings that they are.
TL;DR at the bottom for those not interested in the details.
This is a bit of a novel, sorry about that. It was mostly for getting my own thoughts organized, but if even one person reads the whole thing I will feel incredibly accomplished.

Background

For those of you not familiar, please see the various threads on this trading system here. I can't take credit for this system, all glory goes to ParallaxFX!
I wanted to see how effective this system was at H1 for a couple of reasons: 1) My current broker is TD Ameritrade - their Forex minimum is a mini lot, and I don't feel comfortable enough yet with the risk to trade mini lots on the higher timeframes(i.e. wider pip swings) that ParallaxFX's system uses, so I wanted to see if I could scale it down. 2) I'm fairly impatient, so I don't like to wait days and days with my capital tied up just to see if a trade is going to win or lose.
This does mean it requires more active attention since you are checking for setups once an hour instead of once a day or every 4-6 hours, but the upside is that you trade more often this way so you end up winning or losing faster and moving onto the next trade. Spread does eat more of the trade this way, but I'll cover this in my data below - it ends up not being a problem.
I looked at data from 6/11 to 7/3 on all pairs with a reasonable spread(pairs listed at bottom above the TL;DR). So this represents about 3-4 weeks' worth of trading. I used mark(mid) price charts. Spreadsheet link is below for anyone that's interested.

System Details

I'm pretty much using ParallaxFX's system textbook, but since there are a few options in his writeups, I'll include all the discretionary points here:

And now for the fun. Results!

As you can see, a higher target ended up with higher profit despite a much lower winrate. This is partially just how things work out with profit targets in general, but there's an additional point to consider in our case: the spread. Since we are trading on a lower timeframe, there is less overall price movement and thus the spread takes up a much larger percentage of the trade than it would if you were trading H4, Daily or Weekly charts. You can see exactly how much it accounts for each trade in my spreadsheet if you're interested. TDA does not have the best spreads, so you could probably improve these results with another broker.
EDIT: I grabbed typical spreads from other brokers, and turns out while TDA is pretty competitive on majors, their minors/crosses are awful! IG beats them by 20-40% and Oanda beats them 30-60%! Using IG spreads for calculations increased profits considerably (another 5% on top) and Oanda spreads increased profits massively (another 15%!). Definitely going to be considering another broker than TDA for this strategy. Plus that'll allow me to trade micro-lots, so I can be more granular(and thus accurate) with my position sizing and compounding.

A Note on Spread

As you can see in the data, there were scenarios where the spread was 80% of the overall size of the trade(the size of the confirmation candle that you draw your fibonacci retracements over), which would obviously cut heavily into your profits.
Removing any trades where the spread is more than 50% of the trade width improved profits slightly without removing many trades, but this is almost certainly just coincidence on a small sample size. Going below 40% and even down to 30% starts to cut out a lot of trades for the less-common pairs, but doesn't actually change overall profits at all(~1% either way).
However, digging all the way down to 25% starts to really make some movement. Profit at the -161.8% TP level jumps up to 37.94% if you filter out anything with a spread that is more than 25% of the trade width! And this even keeps the sample size fairly large at 187 total trades.
You can get your profits all the way up to 48.43% at the -161.8% TP level if you filter all the way down to only trades where spread is less than 15% of the trade width, however your sample size gets much smaller at that point(108 trades) so I'm not sure I would trust that as being accurate in the long term.
Overall based on this data, I'm going to only take trades where the spread is less than 25% of the trade width. This may bias my trades more towards the majors, which would mean a lot more correlated trades as well(more on correlation below), but I think it is a reasonable precaution regardless.

Time of Day

Time of day had an interesting effect on trades. In a totally predictable fashion, a vast majority of setups occurred during the London and New York sessions: 5am-12pm Eastern. However, there was one outlier where there were many setups on the 11PM bar - and the winrate was about the same as the big hours in the London session. No idea why this hour in particular - anyone have any insight? That's smack in the middle of the Tokyo/Sydney overlap, not at the open or close of either.
On many of the hour slices I have a feeling I'm just dealing with small number statistics here since I didn't have a lot of data when breaking it down by individual hours. But here it is anyway - for all TP levels, these three things showed up(all in Eastern time):
I don't have any reason to think these timeframes would maintain this behavior over the long term. They're almost certainly meaningless. EDIT: When you de-dup highly correlated trades, the number of trades in these timeframes really drops, so from this data there is no reason to think these timeframes would be any different than any others in terms of winrate.
That being said, these time frames work out for me pretty well because I typically sleep 12am-7am Eastern time. So I automatically avoid the 5am-6am timeframe, and I'm awake for the majority of this system's setups.

Moving stops up to breakeven

This section goes against everything I know and have ever heard about trade management. Please someone find something wrong with my data. I'd love for someone to check my formulas, but I realize that's a pretty insane time commitment to ask of a bunch of strangers.
Anyways. What I found was that for these trades moving stops up...basically at all...actually reduced the overall profitability.
One of the data points I collected while charting was where the price retraced back to after hitting a certain milestone. i.e. once the price hit the -61.8% profit level, how far back did it retrace before hitting the -100% profit level(if at all)? And same goes for the -100% profit level - how far back did it retrace before hitting the -161.8% profit level(if at all)?
Well, some complex excel formulas later and here's what the results appear to be. Emphasis on appears because I honestly don't believe it. I must have done something wrong here, but I've gone over it a hundred times and I can't find anything out of place.
Now, you might think exactly what I did when looking at these numbers: oof, the spread killed us there right? Because even when you move your SL to 0%, you still end up paying the spread, so it's not truly "breakeven". And because we are trading on a lower timeframe, the spread can be pretty hefty right?
Well even when I manually modified the data so that the spread wasn't subtracted(i.e. "Breakeven" was truly +/- 0), things don't look a whole lot better, and still way worse than the passive trade management method of leaving your stops in place and letting it run. And that isn't even a realistic scenario because to adjust out the spread you'd have to move your stoploss inside the candle edge by at least the spread amount, meaning it would almost certainly be triggered more often than in the data I collected(which was purely based on the fib levels and mark price). Regardless, here are the numbers for that scenario:
From a literal standpoint, what I see behind this behavior is that 44 of the 69 breakeven trades(65%!) ended up being profitable to -100% after retracing deeply(but not to the original SL level), which greatly helped offset the purely losing trades better than the partial profit taken at -61.8%. And 36 went all the way back to -161.8% after a deep retracement without hitting the original SL. Anyone have any insight into this? Is this a problem with just not enough data? It seems like enough trades that a pattern should emerge, but again I'm no expert.
I also briefly looked at moving stops to other lower levels (78.6%, 61.8%, 50%, 38.2%, 23.6%), but that didn't improve things any. No hard data to share as I only took a quick look - and I still might have done something wrong overall.
The data is there to infer other strategies if anyone would like to dig in deep(more explanation on the spreadsheet below). I didn't do other combinations because the formulas got pretty complicated and I had already answered all the questions I was looking to answer.

2-Candle vs Confirmation Candle Stops

Another interesting point is that the original system has the SL level(for stop entries) just at the outer edge of the 2-candle pattern that makes up the system. Out of pure laziness, I set up my stops just based on the confirmation candle. And as it turns out, that is much a much better way to go about it.
Of the 60 purely losing trades, only 9 of them(15%) would go on to be winners with stops on the 2-candle formation. Certainly not enough to justify the extra loss and/or reduced profits you are exposing yourself to in every single other trade by setting a wider SL.
Oddly, in every single scenario where the wider stop did save the trade, it ended up going all the way to the -161.8% profit level. Still, not nearly worth it.

Correlated Trades

As I've said many times now, I'm really not qualified to be doing an analysis like this. This section in particular.
Looking at shared currency among the pairs traded, 74 of the trades are correlated. Quite a large group, but it makes sense considering the sort of moves we're looking for with this system.
This means you are opening yourself up to more risk if you were to trade on every signal since you are technically trading with the same underlying sentiment on each different pair. For example, GBP/USD and AUD/USD moving together almost certainly means it's due to USD moving both pairs, rather than GBP and AUD both moving the same size and direction coincidentally at the same time. So if you were to trade both signals, you would very likely win or lose both trades - meaning you are actually risking double what you'd normally risk(unless you halve both positions which can be a good option, and is discussed in ParallaxFX's posts and in various other places that go over pair correlation. I won't go into detail about those strategies here).
Interestingly though, 17 of those apparently correlated trades ended up with different wins/losses.
Also, looking only at trades that were correlated, winrate is 83%/70%/55% (for the three TP levels).
Does this give some indication that the same signal on multiple pairs means the signal is stronger? That there's some strong underlying sentiment driving it? Or is it just a matter of too small a sample size? The winrate isn't really much higher than the overall winrates, so that makes me doubt it is statistically significant.
One more funny tidbit: EUCAD netted the lowest overall winrate: 30% to even the -61.8% TP level on 10 trades. Seems like that is just a coincidence and not enough data, but dang that's a sucky losing streak.
EDIT: WOW I spent some time removing correlated trades manually and it changed the results quite a bit. Some thoughts on this below the results. These numbers also include the other "What I will trade" filters. I added a new worksheet to my data to show what I ended up picking.
To do this, I removed correlated trades - typically by choosing those whose spread had a lower % of the trade width since that's objective and something I can see ahead of time. Obviously I'd like to only keep the winning trades, but I won't know that during the trade. This did reduce the overall sample size down to a level that I wouldn't otherwise consider to be big enough, but since the results are generally consistent with the overall dataset, I'm not going to worry about it too much.
I may also use more discretionary methods(support/resistance, quality of indecision/confirmation candles, news/sentiment for the pairs involved, etc) to filter out correlated trades in the future. But as I've said before I'm going for a pretty mechanical system.
This brought the 3 TP levels and even the breakeven strategies much closer together in overall profit. It muted the profit from the high R:R strategies and boosted the profit from the low R:R strategies. This tells me pair correlation was skewing my data quite a bit, so I'm glad I dug in a little deeper. Fortunately my original conclusion to use the -161.8 TP level with static stops is still the winner by a good bit, so it doesn't end up changing my actions.
There were a few times where MANY (6-8) correlated pairs all came up at the same time, so it'd be a crapshoot to an extent. And the data showed this - often then won/lost together, but sometimes they did not. As an arbitrary rule, the more correlations, the more trades I did end up taking(and thus risking). For example if there were 3-5 correlations, I might take the 2 "best" trades given my criteria above. 5+ setups and I might take the best 3 trades, even if the pairs are somewhat correlated.
I have no true data to back this up, but to illustrate using one example: if AUD/JPY, AUD/USD, CAD/JPY, USD/CAD all set up at the same time (as they did, along with a few other pairs on 6/19/20 9:00 AM), can you really say that those are all the same underlying movement? There are correlations between the different correlations, and trying to filter for that seems rough. Although maybe this is a known thing, I'm still pretty green to Forex - someone please enlighten me if so! I might have to look into this more statistically, but it would be pretty complex to analyze quantitatively, so for now I'm going with my gut and just taking a few of the "best" trades out of the handful.
Overall, I'm really glad I went further on this. The boosting of the B/E strategies makes me trust my calculations on those more since they aren't so far from the passive management like they were with the raw data, and that really had me wondering what I did wrong.

What I will trade

Putting all this together, I am going to attempt to trade the following(demo for a bit to make sure I have the hang of it, then for keeps):
Looking at the data for these rules, test results are:
I'll be sure to let everyone know how it goes!

Other Technical Details

Raw Data

Here's the spreadsheet for anyone that'd like it. (EDIT: Updated some of the setups from the last few days that have fully played out now. I also noticed a few typos, but nothing major that would change the overall outcomes. Regardless, I am currently reviewing every trade to ensure they are accurate.UPDATE: Finally all done. Very few corrections, no change to results.)
I have some explanatory notes below to help everyone else understand the spiraled labyrinth of a mind that put the spreadsheet together.

Insanely detailed spreadsheet notes

For you real nerds out there. Here's an explanation of what each column means:

Pairs

  1. AUD/CAD
  2. AUD/CHF
  3. AUD/JPY
  4. AUD/NZD
  5. AUD/USD
  6. CAD/CHF
  7. CAD/JPY
  8. CHF/JPY
  9. EUAUD
  10. EUCAD
  11. EUCHF
  12. EUGBP
  13. EUJPY
  14. EUNZD
  15. EUUSD
  16. GBP/AUD
  17. GBP/CAD
  18. GBP/CHF
  19. GBP/JPY
  20. GBP/NZD
  21. GBP/USD
  22. NZD/CAD
  23. NZD/CHF
  24. NZD/JPY
  25. NZD/USD
  26. USD/CAD
  27. USD/CHF
  28. USD/JPY

TL;DR

Based on the reasonable rules I discovered in this backtest:

Demo Trading Results

Since this post, I started demo trading this system assuming a 5k capital base and risking ~1% per trade. I've added the details to my spreadsheet for anyone interested. The results are pretty similar to the backtest when you consider real-life conditions/timing are a bit different. I missed some trades due to life(work, out of the house, etc), so that brought my total # of trades and thus overall profit down, but the winrate is nearly identical. I also closed a few trades early due to various reasons(not liking the price action, seeing support/resistance emerge, etc).
A quick note is that TD's paper trade system fills at the mid price for both stop and limit orders, so I had to subtract the spread from the raw trade values to get the true profit/loss amount for each trade.
I'm heading out of town next week, then after that it'll be time to take this sucker live!

Live Trading Results

I started live-trading this system on 8/10, and almost immediately had a string of losses much longer than either my backtest or demo period. Murphy's law huh? Anyways, that has me spooked so I'm doing a longer backtest before I start risking more real money. It's going to take me a little while due to the volume of trades, but I'll likely make a new post once I feel comfortable with that and start live trading again.
submitted by ForexBorex to Forex [link] [comments]

The Danger of the Carry Trade

It's noticeable that more and more people in Forex are talking about the so-called Carry Trade or Cary Trade strategy - some know nothing about it, some advice them to use it... I've commented on the matter elsewhere but think it's worth a separate post, thus I do it:
The Carry Trade (Strategy) was very profitable prior to the Financial crisis - I could buy a small new car only on swaps every year from a 20K deposit! Since around 2008/9 it's being squeezed out as the interest rates are gradually reduced globally - this is due to the global economy is cooling down. This alone hit the most all the Currency Hedge Funds... My records show that for example Oanda's combined for all the currencies positive swap dropped 2.5 times in the last three month!!! For you as a novice fx trader the main danger of this carry strategy is that countries with high interest rates will inevitably cut their interest rate rather sooner than later. Thus, for example, if you sell USD/TRY to capitalize on an attractive positive swap it may soon mean for you that you are left with a huge minus generated by your sell-positions and a tiny plus swap (in relation to the minus). And you can't close those sell-positions with profit for god know how long - and imagine some economic turmoil during that time with volatility shooting up 10 times, or a flash crash etc... Buy the way Turkey cut its interest rate in September and brokers cut their positive swaps 2 times in response (!)... Nowadays the Carry Trade has lost its shine for most pro traders as there are other strategies generating superior returns, but for a novice it is useful to learn about it.
P.S. Those currency pairs with the better positive swap are the most volatile.
submitted by tacetfx to Forex [link] [comments]

Some tools free from Onada's site.

I am not associated with Onada in any way, just thought these were interesting and didn't know about them until recently.
Volatility Graph: Zero in on which currency pairs show the most significant price fluctuations over various time periods.
https://www.oanda.com/forex-trading/analysis/currency-volatility
 
Currency Correlation: See how currency pairs have moved relative to each other https://www.oanda.com/forex-trading/analysis/currency-correlation
 
Candlestick Patterns: See candlestick patterns plotted over recent currency movements.
https://www.oanda.com/forex-trading/analysis/candlestick-patterns
 
Currency Strength Heatmap: See the percentage change and rank of each currency relative to other currencies traded against it.
https://www.oanda.com/forex-trading/analysis/currency-heatmap
 
Market Trading Hours: See global forex trading hours and statuses.
https://www.oanda.com/forex-trading/analysis/market-hours
 
Official Economic Figures: Access more than 150 economic figures from the world's major markets.
https://www.oanda.com/forex-trading/analysis/economic-indicators/
 
OANDA Forex Open Position Ratios: A summary of open positions held by OANDA clients
https://www1.oanda.com/forex-trading/analysis/open-position-ratios
 
OANDA Forex Order Book: A 24-hour summary of open orders and positions held by OANDA's clients.
https://www1.oanda.com/forex-trading/analysis/forex-order-book
 
edit: Article about: Using Oanda’s Orderbook To Trade Stop Hunts
https://www.forexmentoronline.com/using-oandas-orderbook-to-trade-stop-hunts/
Again, interesting but i'm just starting out, little to advanced for me right now.
submitted by Oatmeal_or_Porridge to Forex [link] [comments]

Getting Started

Hey guys! I found a super cool list of everything a new forex trader would need to get started! Originally made by to nate1357. Link to original thread http://redd.it/328cjr
Free Resources
Education:
www.babypips.com/school
www.informedtrades.com/f7
www.forex4noobs.com/forex-education
www.en.tradimo.com/learn/forex-trading
www.youtube.com/useTheTradeitsimple
www.traderscalm.com
www.orderflowtrading.com/LearnOrderFlow.aspx
www.profitube.com
Calendars:
www.forexfactory.com/calendar.php
www.dailyfx.com/calendar
www.fxstreet.com/economic-calendar
www.forexlive.com/EconomicCalendar
www.myfxbook.com/forex-economic-calendar
www.investing.com/economic-calendar
Free News Websites:
www.forexlive.com - Daily live news, analysis and resources
www.financemagnates.com - FX industry news and updates
www.fxstreet.com - Daily news, analysis and resources
www.forextell.com
www.forexcup.com/news
www.bloomberg.com/markets
Forums:
www.reddit.com/forex
www.forums.babypips.com/
www.forexfactory.com/forum.php
www.elitetrader.com/et/index.php
www.forex-tsd.com/
www.fxgears.com/forum/index.php
www.trade2win.com/boards
Margin / pip / position size calculators
www.myfxbook.com/forex-calculators
Brokerages:
There are many factors to consider when choosing a brokerage. Regulations typically force US traders to only trade at US brokerages, while international traders have more choice. After considering location you need to consider how much capital you will start trading with as many have minimum deposit levels. Once you’ve narrowed that down you can compared spreads and execution. ECN brokers execute your orders straight through to their liquidity providers, while market maker brokers may pair up your trades with other clients. Market maker brokers typically will partially hedge your positions on the interbank market. Many consider this to be a conflict of interest and prefer to trade at an ECN broker who would have an active motive to see you succeed. Lastly, brokers run inherently risky business models so it is important to consider the risk of bankruptcy.
www.forexpeacearmy.com - Aggregates broker reviews. Be warned though that people only seem to make bad reviews.
www.myfxbook.com/forex-broker-spreads - Live comparison of executable spreads
United States & International-
-Interactive Brokers
International Only-
-LMAX (whitelabel DarwinEx)
*DMA broker based in the UK. Note that as a DMA broker LMAX eliminates the ability for LPs to last-look transactions. This may result in reduced liquidity during volatile times as liquidity providers would be likely not to risk posting liquidity to LMAX's pool. *Tight spreads *Minimum deposit $10,000 *Fairly well diversified
-Dukascopy
*ECN based in Switzerland, but available elsewhere depending on local regulations.
*Tight spreads *Minimum deposit $100 *Fairly well diversified
-IC Markets *ECN based in Australia *Fair spreads on standard account, tight spreads on professional accounts. *Minimum deposit $200 *Fairly well diversified
-Pepperstone
*ECN broker based in Australia. *Fair spreads on standard account, tight spreads on professional accounts. *Minimum deposit $200 *Not well diversified
Software / Apps:
Desktop/mobile
Terminology/Acronyms:
www.forexlive.com/ForexJargon - Common terms and acronyms
FAQ:
I need to exchange money, how do I do it?
This isn’t what this sub is for. Your best bet is using your bank or an online exchange service. Be prepared to pay a hefty fee.
I have money in one currency and need to exchange it into another sometime in the future, should I wait?
Don’t ask us this. We speculate intraday in FX and shouldn’t be relied on to tell you what’s best for you. Exchange the money when you need it.
I have an FX account, should I start trading demo or live?
This is highly debatable. You should definitely demo trade until you have mastered how to use the trading platform on desktop and mobile. After that it’s up to you. Many think that the psychology of trading live vs demo trading is massively different. So it may pay to learn to trade live. Just be warned that most FX traders lose almost their entire first account so start with a low affordable balance.
What’s money management?
Money management is a form of risk management and is arguably the most important aspect of your trading when it comes to long term survival. You should always enter trades with a stop loss - the distance of the stop allows you to calculate how large of a percent of your account balance will be lost if your trade stops out. You can run a monte carlo simulation to figure out the risk of having a number of trades go against you in a row to drain your account. The general rule is that you should only risk losing 1-4% of your account per trade entered.
More on this here: www.investopedia.com/articles/forex/06/fxmoneymgmt.asp[35]
www.swing-trade-stocks.com/money-management.html[36]
What about automated trading?
Retail FX traders have been known to program “Expert Advisors” (EAs) to automate trading. It’s generally advisable to stay away from that until you’re very experienced. Never buy an EA from a developer because the vast majority of them are scams.
What indicators are best?
That’s up to you to test and find out. Many in this forum dislike oscillating indicators since they fail to capture the essence of what moves price. With experience you will discover what works best for you. In my experience indicators that are most popular with professional traders are those that provide trading “levels” such as pivot points, fibonacci, moving averages, trendlines, etc.
What timeframe should I trade?
Price action can vary in different timeframes. In longer term timeframes the price action and fundamentals are much more clear. Unfortunately it would take a very long time to figure out whether or not what you’re doing is successful on longer timeframes. In shorter timeframes you can often tell very quickly if what you’re doing is profitable. Unfortunately there’s a lot more “noise” on these levels which can prove deceptive for those trying to learn. Therefore the best bet is to use a multi-timeframe analysis, working from top-down to come up with trades.
Should I trade using fundamental analysis (FA) of technical analysis (TA)?
This is a long standing argument in these forums and elsewhere. I’ll settle it here - you should have an understanding of both. Yes there are traders who blindly ignore one of the other but a truly well rounded trader should understand and implement both into the analysis. The market is driven in the longer term through FA. But TA is necessary to give traders a place to enter and exit trades from a psychological risk/reward standpoint.
I’ve heard trading Binary Options is an easy way to make money?
The general advice is to stay away from binaries. The structure of binary options is so that when you lose the broker wins. This incentive has created a very scammy industry where there are few legitimate binary options brokers. In addition in order to be profitable in binaries you have to win 55-65% of the time. That’s a much higher premium over spot FX.
Am I actually exchanging currencies?
Yes and no. Your broker handles spot FX is currency pairs. Although they make an exchange at the settlement date they treat your position in your account as a virtual currency pair. Think of it like a contract where you can only buy or sell it as a pair. In this sense you are always long one currency while short another. You are merely speculating that one currency will appreciate or depreciate vs another.
Why didn't my order fill?
Even if price appears to cross over a line on your chart it does not guarantee a fill. Different charting platforms chart different prices - some chart the bid price, some the ask price and some the midpoint price. To fill a limit order price needs to cross your limit's price plus the spread at the time that it is crossing. If it does not equal or exceed the spread then it will not fill. Be wary that in general spreads are not fixed. So what may fill at one time may not at another.
submitted by ClassicalAnt6 to TeamOceanSky [link] [comments]

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understanding forex volatility - YouTube

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