EUR GBP SELL (EURO - POUND STERLING) for OANDA:EURGBP by

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:
submitted by ForexBorex to Forex [link] [comments]

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submitted by GiuliettaShop to Popify [link] [comments]

Recession Imminent

Introducing the newest brand of full-blown autism™, I present to you the California / Europe ultimate bear portfolio! Based on a special blend of my extra chromosomes and a spicy mix of hate for California, this portfolio will blow average market returns out of the water based on the following assumptions (Cetaris Paribus):
  1. The world will enter a large economic recession within the next 12 months.
  2. Many Currency values will fall relative to others, however the Euro will be hit among the hardest.
  3. As unprofitable companies no longer have access to liquid credit or financing they will have to restructure their debt in some form.
  4. The highest density of unprofitable companies will continue to exist in California, and local California municipalities will not plan accordingly for a recession.
  5. European markets in general will fall quicker and with more momentum than US equity markets.
Feedback and thoughts requested please.

Symbol & Exchange Description Instrument Position Strategy Allocation (%)
CHF/EUR FOREX ICE Swiss Frank vs Euro Currency Pair Currency Pair Long 10
6EH2021 CME Euro Futures March 2021 Futures Contract Short 10
FXE NYSEARCA Invesco Currency Shares Euro Currency ETF ETF 15JAN 2021 $98 Strike Put Contract Long 10
GBP/EUR FOREX ICE Pound Sterling vs Euro Currency Pair Currency Pair Long 15
USD/EUR FOREX ICE U.S. Dollar vs Euro Currency Pair Currency Pair Long 5
CMF NYSEARCA California Municipal Bond ETF ETF Short 5
PZA NYSEARCA Invesco Nation AMT-Free Muni Bond ETF ETF Short 5
AUD/USD FOREX OANDA Australian Dollar vs U.S. Dollar Currency Pair Currency Pair Long 5
EZU BATS iShares MSCI Eurozone ETF ETF 15MAY2020 $37 Strike Put Contract Long 15
GDX NYSEARCA VanEck Vectors Gold Miners ETF ETF 15JAN2021 $35 Strike Call Contract Long 20
Edit: Typo, wrote put instead of call for GDX. Shame tables don't copy over from word / excel and you have to retype yourself.
submitted by chaney3 to wallstreetbets [link] [comments]

FOREX LIVE SIGNALS EUR/GBP 💹✅📡

FOREX LIVE SIGNALS EUGBP 💹✅📡
02/20/2020 | 17:25(UTC+9:00)
BUY AT 0.83719 | STOP LOSS 0.82839
TP IS FOR YOU TO SET UP
But with my indicators you know exactly where and when to enter and get out of trades.
FOR MY SECRET STRATEGY AND INDICATORS DM ME ON TELEGRAM @ pafxss 💹✅📡
Sign up with FXchoice, the fastest withdrawal time in the industry (only take hours if you use bitcoin option).
Use my link below and receive 15% Deposit Bonus.
https://my.myfxchoice.com/registration/?refer=339139
Join my Facebook Group https://www.facebook.com/groups/priceactionsignals/
#priceaction #forexsignals #forexsignal #forex #forexanalysis #pafxss #forextrader #usdcad #daytrader #bitcoin #forexlif #forexbroker #eurusd #eurtry #usdtry #xauusd #gbpusd #alpari #hotforex #fxcm #oanda

02/20/2020 EUGBP
submitted by Rudenko to PriceAction_FxSignals [link] [comments]

Transitioning to forex from crypto: what fundamentals should I worry about? Any other suggestions?

Hello,
Crypto can be quiet as hell sometimes and it's like squeezing blood from a stone with tiny moves. So, I've been doing Oanda demo using my pro Tradingview account. Only EUUSD so far but thinking of adding JPY, GBP, and CAD to my pairs since they're often recommended to beginners.
Question- how much should I pay attention to FA? Do you guys typically open any currency/forex websites for news before trading, or do you trade blind? In crypto, I open up a chart, mark my levels, look for divergences, and am in a trade within minutes. Not sure if that's possible with forex though.
Do you avoid trading at any times?
Do you guys have any suggestions here, or on any other suggestions transitioning from crypto? It's been fine so far. Starting with $250 account to see how far I can build up while trading crypto for my income.
Thanks.
submitted by CentreLeftRight to Forex [link] [comments]

Exploiting forex arbitrage opportunities using cryptocurrency?

Hi all, I had an interesting thought this morning and would like to get some feedback on the idea.
Say I bought 1 unit of some crypto at a price of USD$100 and then saw that the Euro price was EUR€85. This would represent a EUUSD exchange rate of 1.1764, while the actual exchange rate (at the time of this post) is 1.1811; from what I understand, this is a fairly sizable spread in forex. If I then went from crypto to EUR, I would have effectively bought into EUR at this lower exchange rate and made some money on arbitrage.
My plan ATM is to create a package in python that would scan through a list of crypto exchanges, returning a list of the most favorable exchange rates for USD/X (X could be GBP, JPY, EUR, whatever). It would also be connected to Oanda, comparing these currency pairs to determine if there is an arbitrage opportunity. If so, a USD -> Crypto -> X trade would be executed on the crypto exchange, then an X -> USD trade would be executed on Oanda
Is there something I'm missing here? Part of me thinks that adding the extra element of forex is just overcomplicating things, so I wanted to get some feedback from you all. I also realize that transaction fees would cut into my profits, but large trades could deal with that issue somewhat.
Thanks in advance for the help!
submitted by Kerr809 to algotrading [link] [comments]

Question: Trading currencies you do not possess

Please excuse the beginner question, I'm a professional developer trying to ascertain if my particular skill set lends itself towards forex trading. Some questions I've not been able to answer from my searching so far.
If I setup an account with say Oanda, and my base currency is in USD, if I place an order for EUR / GBP, it appears to let me place that order. I assume that to do so, it is first making a market trade between UDS / EUR, and when I close my trade it does the reverse and I absorb the spread.
Additionally, if I wanted to trade EUR / GBP, but rather than making that happen via USD -> EUR -> GBP, I wanted to take a route like USD -> CAD -> EUR -> GBP, is that at all possible for me to execute?
Thanks in advance for your patience and expertise.
submitted by fantum13 to Forex [link] [comments]

Forex Market Maker Trade Setups EUR/USD ,GBP/AUD, and so much more How Currency Correlation Works in Forex Trading EUR/USD and GBP/USD Forecast January 23, 2020 The EUR GBP and GBP CHF -- 2 of the Best Forex Pairs to Trade Aggressive 1 minute FOREX Scalping Strategy ⛏️

Trying to figure out what is the best between Forex.com and Oanda? Want to find the best platform between Oanda and Forex.com based on your needs? Here’s the perfect place to start. We have compared more then 100 variables and features for you to carefully compare these two brokers. We have divided them in a logic structure to be easy to Convert 1 British Pound to Euro. Get live exchange rates, historical rates & charts for GBP to EUR with XE's free currency calculator. EUR/GBP Short Setup. Euro / British Pound (OANDA:EURGBP) Chloster OANDA:EURGBP Euro / British Pound. Trend Analysis Chart Patterns EUR EURGBP gpb euro pound. 122 views. 19. 1. Home Stock Screener Forex Screener Crypto Screener Economic Calendar How It Works Chart Features Pricing Refer a friend House Rules Help Center Website & Broker EUR/GBP at a Glance Euro (Currency code: EUR) Central bank: The European Central Bank; The euro is used by over 320 million Europeans and 17 nations in the eurozone (euro area). Over 175 million people use currencies pegged to the euro, such as the Danish krona (DKK) and West African CFA franc (XOF). Eurozone economies vary widely. "OANDA", "fxTrade" and OANDA's "fx" family of trademarks are owned by OANDA Corporation. All other trademarks appearing on this Website are the property of their respective owners. Leveraged trading in foreign currency contracts or other off-exchange products on margin carries a high level of risk and may not be suitable for everyone.

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Forex Market Maker Trade Setups EUR/USD ,GBP/AUD, and so much more

In this video we will show you two example live trading signals to buy the GBP/NZD and the EUR/USD using The Forex Heatmap®. We will also show you how the signals look and how the signals ... The EUR GBP and GBP CHF -- 2 of the Best Forex Pairs to Trade - Duration: 25:08. No Nonsense Forex 119,104 views. 25:08. Language: English Location: United States Restricted Mode: Off FOREX: How To Trade Pure PRICE ACTION (Make Trading As Simple As 1 - 2 - 3) No Indicators! - Duration: 20:07. The Trading Channel Recommended for you Aggressive 1 minute FOREX scalping strategy. ... This strategy can be applied to the USD/JPY, GBP/USD (UK Pound/USD), EUR/USD, AUD/USD. The rules of this strategy are simple; you've got an uptrend ... Free Forex Live Signals for the best currency pairs to trade: EUR/USD, USD/JPY, GBP/USD, AUD/USD, USD/CHF, USD/CAD, EUR/GBP, EUR/JPY We let you in on the scoop! Find the best stocks and ...