I’ve been learning forex for about 2 months, at the moment I’m practising trading pullbacks with Fibonacci and candle stick patterns, this set up shows a pullback to the 50% retracement level with lines up with previous resistance now acting as support.
I am a Software Engineer / Data Scientist and I decided to give a go at automating a strategy based on the ParallaxFX strategy floating around and backtests the results, also due to some inspiration by Vanguer
I backtested on the majors 4H timeframe between January 2015 to January 2020.
I am only considering trades from the top and bottom bands for now.
this is basically to show how you shouldn't only focus on one time frame(doesn't mean you should focus on all,but 1time frame higher than the one you're trading on will suffice) so in this example https://www.tradingview.com/x/Mn5fxz4M/ we can see AUDNZD is in a downtrend,it broke previous support,and now was coming back to retest the horizontal level,which is also a fib level,and a trend line,hell it was even showing a clear divergence,it literally had so many confluences and even rejected the zone completly it would have been a good trade,but on the daily time frame https://www.tradingview.com/x/P7gcpuAW/ we can see it was a break and retest with a few confluences and the probabilty of it going upwards was a bit higher than it going lower,this is why looking at the daily time frame you could have avoided taking the trade and prevented your loss,this doesn't mean that you should not take a short position on the m5 because daily is in an uptrend,this is mainly to show how different time frames show different things and how normally price tends to follow the higher time frame ps im a newbie who's been learning forex for a month or a bit more so take what i say with a grain of salt,and if anyone wants to provide any extra inputs or their own input,please feel free to do so
When I first started trading, I used to add all indicators on my chart. MACD, RSI, super trend, ATR, ichimoku cloud, Bollinger Bands, everything! My chart was pretty messy. I understood nothing and my analysis was pretty much just a gamble. Nothing worked. DISCLOSURE- I've written this article on another sub reddit, if you've already read it, you make skip this one and come back tomorrow. Then I learned price action trading. And things started to change. It seemed difficult and unreliable at first. There's a saying in my country. "Bhav Bhagwan Che" it means "Price Is GOD". That holds true in the market. Amos Every indicator you see is based on price. RSI uses open/close price and so does moving average. MACD uses price. Price is what matters the most. Everything depends on the price, and then the indicators send a signal. Price Action trading is trading based on Candlestick patterns and support and resistance. You don't use any indicators (SMA sometimes), use plot trend lines and support and resistance zones, maybe Fibs or Pivot points. It is not 100% successful, but the win rate is quite high if you know how to analyse it correctly. How To Learn Price Action Trading? YouTube channels- 1. Trading with Rayner Teo. 2. Adam Khoo. 3. The Chart Guys. 4. The Trading Channel (and some other channels including regional ones). Books- 1. Technical Analysis Explained. 2. The trader's book of volume. 3. Trading price action trends. 4. Trading price action reversals. 5. Trading price actions ranges. 6. Naked forex. 7. Technical analysis of the financial markets. I think this is enough information to help you get started. Price Action trading includes a few parts.
Candlestick patterns You'll have to be able to spot a bullish engulfing or a bearish engulfing pattern. Or a doji or a morning star.
Chart Patterns. The flag, wedge, channels or triangles. These are often quite helpful in chart analysis without using indicators.
Support or Resistance. I've seen people draw 15 lines of support and resistance, this just makes your chart messy and you don't know where the price will take a support.
You can also you the demand and supply zone concept if you're more comfortable with that.
Volume. There's a quote "Boule precedes price". Volume analysis is a bit hard, but it's totally worth learning. Divergence is also a great concept.
Multiple time frames. To confirm a trend or find the long term support or resistance, you can use a higher time frame. Plus, it is more reliable and divergence is way stronger on it.
You can conclude everything to make a powerful system. Like if there's a divergence (price up volume down) and there's a major resistance on some upper level and a double top is formed, That's a very reliable strategy to go short. Combinations of various systems work very good imo. Does this mean that indicators are useless? No, I use moving averages and RSI quite frequently. Using price action and confirming it through indicators gives me a higher win rate. "Bhav Bhagwan Che". -Vikrant C.
I'm going to let you guys in on a bit of a secret. This is from someone that has been in this Forex game for over 8 years now, and has traded professionally at financial institutions for short stints. What you know about risk reward is probably why you've been losing money. The common knowledge is this. Use a 2:1 or higher risk reward because that way you'll make twice the profit when your right and half the loss, thus you only need to be right 33% of the time to make a profit! It SOUNDS good, but actually there's a fatal flaw. It has everything to do with market noise. Market noise is generally a lot larger than most people realise. I'm willing to say anything less than a multi-day time frame is almost dictated by market noise most of the days. Market noise can either be your greatest ally, or worst enemy. You can never predict if the market is going to go up, or down.. but you can almost be 99% sure that the market is going to by noisy. Most of the time VERY noisy, up down. Here is the kicker: When you setup a 2:1 trade. You are effectively making this bet: "I bet you that the price will hit X.. BEFORE it hits Y." By making X twice as far away as Y.. you are effectively betting against the STRONGEST and MOST PROBABLE force on the market.. market noise. In order to win a 2:1 R:R trade.. you not ONLY have to be right about your underlying trade idea. You actually have to HOPE that the market noise won't cuck you out of a profit. i;e You are betting AGAINST market noise. So how can we thwart this demonic force? I'm going to say something controversial: 1:1 Risk:Reward trades are hands down the BEST ratio to use on anything less than the daily timeframe Why? because your just as likely to get fluctuated into a profit, as you are into a loss. Over time this cancels out and what your left with is purely whether or not your strategy is profitable. Most strategies ARE in fact profitable. Fibs, cup and handles, all this junk. They are >50% win rate. The problem is people use greater than 1:1 R;R and end up getting fluctuated out of 70% of the trades. So moral of the story: Use 1:1 Risk:Reward. The reason why most people dont make money in Forex is because most of the marketing and educational material spew crap about 2:1 R;R or 4:1 R;R. There is a place for that kinda R;R and it's the monthly timeframe. '
This is basically to show how you shouldn't only focus on one time frame(doesn't mean you should focus on all,but 1time frame higher than the one you're trading on will suffice) so in this example https://www.tradingview.com/x/Mn5fxz4M/ we can see AUDNZD is in a downtrend,it broke previous support,and now was coming back to retest the horizontal level,which is also a fib level,and a trend line,hell it was even showing a clear divergence,it literally had so many confluences and even rejected the zone completly it would have been a good trade,but on the daily time frame https://www.tradingview.com/x/P7gcpuAW/ we can see it was a break and retest with a few confluences and the probabilty of it going upwards was a bit higher than it going lower,this is why looking at the daily time frame you could have avoided taking the trade and prevented your loss,this doesn't mean that you should not take a short position on the m5 because daily is in an uptrend,this is mainly to show how different time frames show different things and how normally price tends to follow the higher time frame ps im a newbie who's been learning forex for a month or a bit more so take what i say with a grain of salt,and if anyone wants to provide any extra inputs or their own input,please feel free to do so
When I first started trading, I used to add all indicators on my chart. MACD, RSI, super trend, ATR, ichimoku cloud, Bollinger Bands, everything! My chart was pretty messy. I understood nothing and my analysis was pretty much just a gamble. Nothing worked. Then I learned price action trading. And things started to change. It seemed difficult and unreliable at first. There's a saying in my country. "Bhav Bhagwan Che" it means "Price Is GOD". That holds true in the market. Amos Every indicator you see is based on price. RSI uses open/close price and so does moving average. MACD uses price. Price is what matters the most. Everything depends on the price, and then the indicators send a signal. Price Action trading is trading based on Candlestick patterns and support and resistance. You don't use any indicators (SMA sometimes), use plot trend lines and support and resistance zones, maybe Fibs or Pivot points. It is not 100% successful, but the win rate is quite high if you know how to analyse it correctly. How To Learn Price Action Trading? YouTube channels- 1. Trading with Rayner Teo. 2. Adam Khoo. 3. The Chart Guys. 4. The Trading Channel (and some other channels including regional ones). Books- 1. Technical Analysis Explained. 2. The trader's book of volume. 3. Trading price action trends. 4. Trading price action reversals. 5. Trading price actions ranges. 6. Naked forex. 7. Technical analysis of the financial markets. I think this is enough information to help you get started. "Bhav Bhagwan Che". -Vikrant C.
Summarizing some free trading idea resources I've been using
I've been following many free resources on youtube and twitter to generate trading ideas. Some of them are suspicious; some are more like boasting their wining trades but never post any losing trades. I see many people ask about trading ideas/resources, so I want to briefly share some resources I find useful. Twitter resources:
Instrument: Mostly SPX/SPY/ES
Highlights: TicTocTick is amazingly good at levels, spotting sellers and buyers levels. Everyday he posts his plan for the next day of the following format: If open above X, long/short bias, target Y. If open below X, short/long bias, target Z. Intraday he sometimes send "warnings" of potential big sellers / buyers at certain level. His price target and long/short bias is often right in my experience. His levels are useful for day trades IMHO.
Notes: (1) even with his plan, one needs an actionable plan. (2) He sometimes delete his tweets. His day-by-day and intraday tweets are more actionable than his longer term view. (3) he sometimes tweets political and controversial non-stock related things.
Trade transparency: 0/5 (doesn't post any trades)
Live update in-time: 5/5 (updates very frequently)
Actionable trading plan: 1/5 (good at levels and price targets. need your own plan)
Live interaction: 0/5 (no interaction)
Educational: 2/5 (can learn the technique from other resources. TicTock doesn't teach you directly)
Instrument: Mainly SPY/SPX/ES
Technique: candlestick patterns, Fib levels, support and resistance levels etc
Style: only day trading
Highlights: he diligently post daily plan and many educational resources, sometimes intraday updates. Had many good trades.
Notes: I haven't followed him long but so far so good. He also recently has educational youtube videos.
Trade transparency: X/5 (hard to measure)
Live update in-time: 2.5/5 (updates frequently)
Actionable trading plan: 3.5/5
Live interaction: X/5
Educational: 5/5 (youtube videos)
Technique: candlestick patterns, support and resistance levels, trendlines, channels etc
Instrument: SPX/SPY, Forex, Cryptocurrency,, Gold and Silver.
Style: holding for a few hours for SPX/SPY, swing trade for all
Timeframe: 8H for analysis. Lower time frame for entry.
Trading frequency: 1-2 trades per week.
Highlights: For SPX, he rode the big drop down in March; rode the rally up, and rode some pullbacks down in April. Got chopped in May. Now he's positinoning long. He also did well in Gold and Silverthis month. He only uses candle sticks, support and resistance lines, trendlines, and sometimes true trend indicator. He doesn't use volume though.
Youtube style: 2 videos every trading day: (1) live at 9am ET for 1-2 hours and talk about his plan and market analysis. Sometimes he trades during the live session (enter / exit). (2) after market closes he summarizes the day, and talks about plans for the next day. (3) Every weekend he gives out his technical analysis for the next week.
What I like: His levels on the chart are very good. He is also very transparent about his trades no matter whether it's winning or losing. He also explains the general economic environment.
Trade transparency: 4/5 (not knowing trading size; but knowing entry/exit)
Real-time update: 2.5/5 (two times a day)
Actionable trading plan: 5/5
Live interaction: 3.5/5 (some interaction on youtube live; Jordan responses to youtube comments)
Timeframe: all time frames. Mostly 5min, 1H, 1D, 1W, 1M.
Trading frequency: very frequent. multiple trades per day.
Highlights: Justin is very good at seeing through market maker manipulation and highly manipulated stocks. He often explained his plan and his outlook (especially in OPEX days) in his YouTube channel. The stocks on their weekly watchlist tend to do very well. He does live Q&A on youtube as well everyday where one can ask him to look at a chart.
Youtube style: Three videos by his team every trading day: (1) live at 9:30am ET; does 1-2 live scalping trades. Explains what he thinks of the market. (might discontinue) (2) at noon: summarizes what happened and what he sees is happening later in the day. Some of his trading plans. (3) 4:15pm ET: summarizes today and looking forward to the rest of the week. Videos (1) and (2) include live Q&A. I've asked many questions on youtube. Every weekend has two videos talking about plans for the next week.
What I like: The Q&A and Justin's outlook of the market, his team's stock pick.
The scalping trades in the morning is not very suitable for small accounts since they will trade for example 100 shares of BA (~160) to scalp a few dollars per share.
Even though the stocks on their weekly watchlist does well very, one still need to come up with an actionable plan. Very often say they recommend stock A on Sunday, and on Monday it already gaps up big. They sometimes do YOLO options -- big risk big rewards-- options can go to 0.
Besides the free content, everyone can get a free one-week trial for their paid membership, or a 2-week free trial by winning a lottery game on their youtube ( what I did) or knowing someone in their group and get a referral. What I like about the group: (i) very frequently updates each day on SPY and stocks on the watchlist. (ii) all their positions, Profit / Loss are very transparent. I learned a lot about how to manage trades by observing their live trades. (iii) There are many very experienced traders in the group posting their trading ideas, plans, entry/exit, and there are many live discussions. (iv) There's a "helpdesk" in the group where members' questions will be answered in minutes. I often ask about my trading plan, entries/ targets.
Trade transparency: 0/5 (free content: not knowing entry/exit nor position size);5+/5 (membership\*)*
Live update in-time: 3.5/5 (free content: three times a day);5+/5 (membership\*)*
Highlights: I follow their free Shadow trader swing newsletter, where every few days they post some trading ideas and analysis with actionable plan. Their twitter account will also real-time update their entry/exit and trade management.
What I like: I enjoyed learning what they look at to find a good set-up and how to manage a trade. They also have a spreadsheet tracking all their positions and profit/loss. All the winning/losing trades are transparent.
Notes: Because of the current market volatility, during certain weeks the swing trading performance is quite shaky. Profits (per 100K account with no more than 30K invested each time): 2020YTD: +9K, 2019: +6K; 2018: +30K; 2017: +3K; 2016: +2.5K; 2015: -1.8K.
Trade transparency: 5/5
Live update in-time: 5/5 (updates frequently)
Actionable trading plan: 5/5
Live interaction: 0/5 (newsletter and twitter alerts only)
Educational: 4.5/5 (the newsletter explains set-ups, what sectors they are looking at)
I've spent much time looking for free contents, and I like the ones above. Also looking forward to hearing about other good/bad resources. I might also update this post if there are enough interests. NFA
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.
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.
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:
I'm using the stop entry version - so I wait for the price to trade beyond the confirmation candle(in the direction of my trade) before entering. I don't have any data to support this decision, but I've always preferred this method over retracement-limit entries. Maybe I just like the feeling of a higher winrate even though there can be greater R:R using a limit entry. Variety is the spice of life.
I put my stop loss right at the opposite edge of the confirmation candle. NOT at the edge of the 2-candle pattern that makes up the system. I'll get into this more below - not enough trades are saved to justify the wider stops. (Wider stop means less $ per pip won, assuming you still only risk 1%).
All my profit/loss statistics are based on a 1% risk per trade. Because 1 is real easy to multiply.
There are definitely some questionable trades in here, but I tried to make it as mechanical as possible for evaluation purposes. They do fit the definitions of the system, which is why I included them. You could probably improve the winrate by being more discretionary about your trades by looking at support/resistance or other techniques.
I didn't use MBB much for either entering trades, or as support/resistance indicators. Again, trying to be pretty mechanical here just for data collection purposes. Plus, we all make bad trading decisions now and then, so let's call it even.
As stated in the title, this is for H1 only. These results may very well not play out for other time frames - who knows, it may not even work on H1 starting this Monday. Forex is an unpredictable place.
I collected data to show efficacy of taking profit at three different levels: -61.8%, -100% and -161.8% fib levels described in the system using the passive trade management method(set it and forget it). I'll have more below about moving up stops and taking off portions of a position.
And now for the fun. Results!
Total Trades: 241
TP at -61.8%: 177 out of 241: 73.44%
TP at -100%: 156 out of 241: 64.73%
TP at -161.8%: 121 out of 241: 50.20%
Adjusted Proft % (takes spread into account):
TP at -61.8%: 5.22%
TP at -100%: 23.55%
TP at -161.8%: 29.14%
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):
7pm-4am: Fewer setups, but winrate high.
5am-6am: Lots of setups, but but winrate low.
12pm-3pm Medium number of setups, but winrate low.
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.
Moving SL up to 0% when the price hits -61.8%, TP at -100%
Adjusted Proft % (takes spread into account): 5.36%
Taking half position off at -61.8%, moving SL up to 0%, TP remaining half at -100%
Adjusted Proft % (takes spread into account): -1.01% (yes, a net loss)
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:
Moving SL up to 0% when the price hits -61.8%, TP at -100%
Winrate(breakeven doesn't count as a win): 46.4%
Adjusted Proft % (takes spread into account): 17.97%
Taking half position off at -61.8%, moving SL up to 0%, TP remaining half at -100%
Winrate(breakeven doesn't count as a win): 65.97%
Adjusted Proft % (takes spread into account): 11.60%
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.
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.
Total Trades: 75
TP at -61.8%: 84.00%
TP at -100%: 73.33%
TP at -161.8%: 60.00%
Moving SL up to 0% when the price hits -61.8%, TP at -100%: 53.33%
Taking half position off at -61.8%, moving SL up to 0%, TP remaining half at -100%: 53.33% (yes, oddly the exact same winrate. but different trades/profits)
Adjusted Proft % (takes spread into account):
TP at -61.8%: 18.13%
TP at -100%: 26.20%
TP at -161.8%: 34.01%
Moving SL up to 0% when the price hits -61.8%, TP at -100%: 19.20%
Taking half position off at -61.8%, moving SL up to 0%, TP remaining half at -100%: 17.29%
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):
"System Details" I described above.
TP at -161.8%
Static SL at opposite side of confirmation candle - I won't move stops up to breakeven.
Trade only 7am-11am and 4pm-11pm signals.
Nothing where spread is more than 25% of trade width.
Looking at the data for these rules, test results are:
Adjusted Proft % (takes spread into account): 47.43%
I'll be sure to let everyone know how it goes!
Other Technical Details
ATR is only slightly elevated in this date range from historical levels, so this should fairly closely represent reality even after the COVID volatility leaves the scalpers sad and alone.
The sample size is much too small for anything really meaningful when you slice by hour or pair. I wasn't particularly looking to test a specific pair here - just the system overall as if you were going to trade it on all pairs with a reasonable spread.
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.
I'm on the East Coast in the US, so the timestamps are Eastern time.
Time stamp is from the confirmation candle, not the indecision candle. So 7am would mean the indecision candle was 6:00-6:59 and the confirmation candle is 7:00-7:59 and you'd put in your order at 8:00.
I found a couple AM/PM typos as I was reviewing the data, so let me know if a trade doesn't make sense and I'll correct it.
Insanely detailed spreadsheet notes
For you real nerds out there. Here's an explanation of what each column means:
Pair - duh
Date/Time - Eastern time, confirmation candle as stated above
Win to -61.8%? - whether the trade made it to the -61.8% TP level before it hit the original SL.
Win to -100%? - whether the trade made it to the -100% TP level before it hit the original SL.
Win to -161.8%? - whether the trade made it to the -161.8% TP level before it hit the original SL.
Retracement level between -61.8% and -100% - how deep the price retraced after hitting -61.8%, but before hitting -100%. Be careful to look for the negative signs, it's easy to mix them up. Using the fib% levels defined in ParallaxFX's original thread. A plain hyphen "-" means it did not retrace, but rather went straight through -61.8% to -100%. Positive 100 means it hit the original SL.
Retracement level between -100% and -161.8% - how deep the price retraced after hitting -100%, but before hitting -161.8%. Be careful to look for the negative signs, it's easy to mix them up. Using the fib% levels defined in ParallaxFX's original thread. A plain hyphen "-" means it did not retrace, but rather went straight through -100% to -161.8%. Positive 100 means it hit the original SL.
Trade Width(Pips) - the size of the confirmation candle, and thus the "width" of your trade on which to determine position size, draw fib levels, etc.
Loser saved by 2 candle stop? - for all losing trades, whether or not the 2-candle stop loss would have saved the trade and how far it ended up getting if so. "No" means it didn't save it, N/A means it wasn't a losing trade so it's not relevant.
Spread(ThinkorSwim) - these are typical spreads for these pairs on ToS.
Spread % of Width - How big is the spread compared to the trade width? Not used in any calculations, but interesting nonetheless.
True Risk(Trade Width + Spread) - I set my SL at the opposite side of the confirmation candle knowing that I'm actually exposing myself to slightly more risk because of the spread(stop order = market order when submitted, so you pay the spread). So this tells you how many pips you are actually risking despite the Trade Width. I prefer this over setting the stop inside from the edge of the candle because some pairs have a wide spread that would mess with the system overall. But also many, many of these trades retraced very nearly to the edge of the confirmation candle, before ending up nicely profitable. If you keep your risk per trade at 1%, you're talking a true risk of, at most, 1.25% (in worst-case scenarios with the spread being 25% of the trade width as I am going with above).
Win or Loss in %(1% risk) including spread TP -61.8% - not going to go into huge detail, see the spreadsheet for calculations if you want. But, in a nutshell, if the trade was a win to 61.8%, it returns a positive # based on 61.8% of the trade width, minus the spread. Otherwise, it returns the True Risk as a negative. Both normalized to the 1% risk you started with.
Win or Loss in %(1% risk) including spread TP -100% - same as the last, but 100% of Trade Width.
Win or Loss in %(1% risk) including spread TP -161.8% - same as the last, but 161.8% of Trade Width.
Win or Loss in %(1% risk) including spread TP -100%, and move SL to breakeven at 61.8% - uses the retracement level columns to calculate profit/loss the same as the last few columns, but assuming you moved SL to 0% fib level after price hit -61.8%. Then full TP at 100%.
Win or Loss in %(1% risk) including spread take off half of position at -61.8%, move SL to breakeven, TP 100% - uses the retracement level columns to calculate profit/loss the same as the last few columns, but assuming you took of half the position and moved SL to 0% fib level after price hit -61.8%. Then TP the remaining half at 100%.
Overall Growth(-161.8% TP, 1% Risk) - pretty straightforward. Assuming you risked 1% on each trade, what the overall growth level would be chronologically(spreadsheet is sorted by date).
Based on the reasonable rules I discovered in this backtest:
Date range: 6/11-7/3
Adjusted Proft % (takes spread into account): 47.43%
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!
Date range: 7/9-7/30
Adjusted Proft % (takes spread into account): 20.73%
Starting Balance: $5,000
Ending Balance: $6,036.51
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.
How to analyse which stock to buy? You could use something simple like Moving Average Crossover or your system could be something very complex. I generally use 5-7 setups when I trade. The reason is, a lot of times I get false signals on one setup, but when I compare it with the Macro, when 3/5 systems give buy signal, I buy. When 3/5 systems give me a sell signal, I sell. DISCLAIMER- I only trade in stocks, so some setups may not be available in Forex.
Price Action Trading.
I believe that price action alone is the single greatest system. The more indicators you use, the more messy your chart gets. For me, less is more. I usually start buy drawing Support and Resistance zones /areas, the immediate zones and long term zones. Then I plot Fibonacci Points. I love Fibs. This alone is enough to trade.
Heikin Ashi + Stochastic RSI.
The Heikin Ashi candlestick reduces noise and gives good signals. The rules are simple, if there are two continuous green closed candles, it's a buy signal and vice versa. I usually add Stochastic RSI to improve the success rate, but the number of signals reduce.
Volume precedes price. Volume can tell a lot of things about the strength of a trend. I also use a VMA, volume moving average. I find out if the trend is backed by a volume or not. I look for divergences too.
There are two types of divergences, simple and hidden. I use RSI and/or MACD to find divergence. It's very reliable. The drawback is that divergence works better in higher time frame. I usually use 1D chart to plot divergence. Another thing, A divergence doesn't mean that the trend will change immediately.
Delivery % Analysis.
This isn't available for Forex. There's a whole type of analysis on this. It has nothing to do with charts. It's based on numbers. I like to add numbers along with charts to improve my success rate. There are a common scenarios and 4 hidden scenarios in this analysis.
If the index goes up 2% and the stock is correlated, and it goes up 4%, I can conclude using backtested data that the stock is dependent on the index. If the index falls a bit, the stock will also fall, much more than the index. Then there are stocks that have no correlation with the index, or inversely correlated.
This is probably not available for Forex, I am still learning it. This is a VERY reliable system. Mastering this will help with get 80-90% accuracy. It's pretty tough. A single view can give you an entire picture of support and resistance zones and what's happening. Are new positions being created or hedged? Other Setups.
Moving Averages- 20 & 200 day EMA or the EMA channel.
Bollinger Bands using channel.
I can talk deeply about all the systems with examples. But I've just tried to mention everything in brief. -Vikrant C.
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