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Former investment bank FX trader: Risk management part II

Former investment bank FX trader: Risk management part II
Firstly, thanks for the overwhelming comments and feedback. Genuinely really appreciated. I am pleased 500+ of you find it useful.
If you didn't read the first post you can do so here: risk management part I. You'll need to do so in order to make sense of the topic.
As ever please comment/reply below with questions or feedback and I'll do my best to get back to you.
Part II
  • Letting stops breathe
  • When to change a stop
  • Entering and exiting winning positions
  • Risk:reward ratios
  • Risk-adjusted returns

Letting stops breathe

We talked earlier about giving a position enough room to breathe so it is not stopped out in day-to-day noise.
Let’s consider the chart below and imagine you had a trailing stop. It would be super painful to miss out on the wider move just because you left a stop that was too tight.

Imagine being long and stopped out on a meaningless retracement ... ouch!
One simple technique is simply to look at your chosen chart - let’s say daily bars. And then look at previous trends and use the measuring tool. Those generally look something like this and then you just click and drag to measure.
For example if we wanted to bet on a downtrend on the chart above we might look at the biggest retracement on the previous uptrend. That max drawdown was about 100 pips or just under 1%. So you’d want your stop to be able to withstand at least that.
If market conditions have changed - for example if CVIX has risen - and daily ranges are now higher you should incorporate that. If you know a big event is coming up you might think about that, too. The human brain is a remarkable tool and the power of the eye-ball method is not to be dismissed. This is how most discretionary traders do it.
There are also more analytical approaches.
Some look at the Average True Range (ATR). This attempts to capture the volatility of a pair, typically averaged over a number of sessions. It looks at three separate measures and takes the largest reading. Think of this as a moving average of how much a pair moves.
For example, below shows the daily move in EURUSD was around 60 pips before spiking to 140 pips in March. Conditions were clearly far more volatile in March. Accordingly, you would need to leave your stop further away in March and take a correspondingly smaller position size.

ATR is available on pretty much all charting systems
Professional traders tend to use standard deviation as a measure of volatility instead of ATR. There are advantages and disadvantages to both. Averages are useful but can be misleading when regimes switch (see above chart).
Once you have chosen a measure of volatility, stop distance can then be back-tested and optimised. For example does 2x ATR work best or 5x ATR for a given style and time horizon?
Discretionary traders may still eye-ball the ATR or standard deviation to get a feeling for how it has changed over time and what ‘normal’ feels like for a chosen study period - daily, weekly, monthly etc.

Reasons to change a stop

As a general rule you should be disciplined and not change your stops. Remember - losers average losers. This is really hard at first and we’re going to look at that in more detail later.
There are some good reasons to modify stops but they are rare.
One reason is if another risk management process demands you stop trading and close positions. We’ll look at this later. In that case just close out your positions at market and take the loss/gains as they are.
Another is event risk. If you have some big upcoming data like Non Farm Payrolls that you know can move the market +/- 150 pips and you have no edge going into the release then many traders will take off or scale down their positions. They’ll go back into the positions when the data is out and the market has quietened down after fifteen minutes or so. This is a matter of some debate - many traders consider it a coin toss and argue you win some and lose some and it all averages out.
Trailing stops can also be used to ‘lock in’ profits. We looked at those before. As the trade moves in your favour (say up if you are long) the stop loss ratchets with it. This means you may well end up ‘stopping out’ at a profit - as per the below example.

The mighty trailing stop loss order
It is perfectly reasonable to have your stop loss move in the direction of PNL. This is not exposing you to more risk than you originally were comfortable with. It is taking less and less risk as the trade moves in your favour. Trend-followers in particular love trailing stops.
One final question traders ask is what they should do if they get stopped out but still like the trade. Should they try the same trade again a day later for the same reasons? Nope. Look for a different trade rather than getting emotionally wed to the original idea.
Let’s say a particular stock looked cheap based on valuation metrics yesterday, you bought, it went down and you got stopped out. Well, it is going to look even better on those same metrics today. Maybe the market just doesn’t respect value at the moment and is driven by momentum. Wait it out.
Otherwise, why even have a stop in the first place?

Entering and exiting winning positions

Take profits are the opposite of stop losses. They are also resting orders, left with the broker, to automatically close your position if it reaches a certain price.
Imagine I’m long EURUSD at 1.1250. If it hits a previous high of 1.1400 (150 pips higher) I will leave a sell order to take profit and close the position.
The rookie mistake on take profits is to take profit too early. One should start from the assumption that you will win on no more than half of your trades. Therefore you will need to ensure that you win more on the ones that work than you lose on those that don’t.

Sad to say but incredibly common: retail traders often take profits way too early
This is going to be the exact opposite of what your emotions want you to do. We are going to look at that in the Psychology of Trading chapter.
Remember: let winners run. Just like stops you need to know in advance the level where you will close out at a profit. Then let the trade happen. Don’t override yourself and let emotions force you to take a small profit. A classic mistake to avoid.
The trader puts on a trade and it almost stops out before rebounding. As soon as it is slightly in the money they spook and cut out, instead of letting it run to their original take profit. Do not do this.

Entering positions with limit orders

That covers exiting a position but how about getting into one?
Take profits can also be left speculatively to enter a position. Sometimes referred to as “bids” (buy orders) or “offers” (sell orders). Imagine the price is 1.1250 and the recent low is 1.1205.
You might wish to leave a bid around 1.2010 to enter a long position, if the market reaches that price. This way you don’t need to sit at the computer and wait.
Again, typically traders will use tech analysis to identify attractive levels. Again - other traders will cluster with your orders. Just like the stop loss we need to bake that in.
So this time if we know everyone is going to buy around the recent low of 1.1205 we might leave the take profit bit a little bit above there at 1.1210 to ensure it gets done. Sure it costs 5 more pips but how mad would you be if the low was 1.1207 and then it rallied a hundred points and you didn’t have the trade on?!
There are two more methods that traders often use for entering a position.
Scaling in is one such technique. Let’s imagine that you think we are in a long-term bulltrend for AUDUSD but experiencing a brief retracement. You want to take a total position of 500,000 AUD and don’t have a strong view on the current price action.
You might therefore leave a series of five bids of 100,000. As the price moves lower each one gets hit. The nice thing about scaling in is it reduces pressure on you to pick the perfect level. Of course the risk is that not all your orders get hit before the price moves higher and you have to trade at-market.
Pyramiding is the second technique. Pyramiding is for take profits what a trailing stop loss is to regular stops. It is especially common for momentum traders.

Pyramiding into a position means buying more as it goes in your favour
Again let’s imagine we’re bullish AUDUSD and want to take a position of 500,000 AUD.
Here we add 100,000 when our first signal is reached. Then we add subsequent clips of 100,000 when the trade moves in our favour. We are waiting for confirmation that the move is correct.
Obviously this is quite nice as we humans love trading when it goes in our direction. However, the drawback is obvious: we haven’t had the full amount of risk on from the start of the trend.
You can see the attractions and drawbacks of both approaches. It is best to experiment and choose techniques that work for your own personal psychology as these will be the easiest for you to stick with and build a disciplined process around.

Risk:reward and win ratios

Be extremely skeptical of people who claim to win on 80% of trades. Most traders will win on roughly 50% of trades and lose on 50% of trades. This is why risk management is so important!
Once you start keeping a trading journal you’ll be able to see how the win/loss ratio looks for you. Until then, assume you’re typical and that every other trade will lose money.
If that is the case then you need to be sure you make more on the wins than you lose on the losses. You can see the effect of this below.

A combination of win % and risk:reward ratio determine if you are profitable
A typical rule of thumb is that a ratio of 1:3 works well for most traders.
That is, if you are prepared to risk 100 pips on your stop you should be setting a take profit at a level that would return you 300 pips.
One needn’t be religious about these numbers - 11 pips and 28 pips would be perfectly fine - but they are a guideline.
Again - you should still use technical analysis to find meaningful chart levels for both the stop and take profit. Don’t just blindly take your stop distance and do 3x the pips on the other side as your take profit. Use the ratio to set approximate targets and then look for a relevant resistance or support level in that kind of region.

Risk-adjusted returns

Not all returns are equal. Suppose you are examining the track record of two traders. Now, both have produced a return of 14% over the year. Not bad!
The first trader, however, made hundreds of small bets throughout the year and his cumulative PNL looked like the left image below.
The second trader made just one bet — he sold CADJPY at the start of the year — and his PNL looked like the right image below with lots of large drawdowns and volatility.
Would you rather have the first trading record or the second?
If you were investing money and betting on who would do well next year which would you choose? Of course all sensible people would choose the first trader. Yet if you look only at returns one cannot distinguish between the two. Both are up 14% at that point in time. This is where the Sharpe ratio helps .
A high Sharpe ratio indicates that a portfolio has better risk-adjusted performance. One cannot sensibly compare returns without considering the risk taken to earn that return.
If I can earn 80% of the return of another investor at only 50% of the risk then a rational investor should simply leverage me at 2x and enjoy 160% of the return at the same level of risk.
This is very important in the context of Execution Advisor algorithms (EAs) that are popular in the retail community. You must evaluate historic performance by its risk-adjusted return — not just the nominal return. Incidentally look at the Sharpe ratio of ones that have been live for a year or more ...
Otherwise an EA developer could produce two EAs: the first simply buys at 1000:1 leverage on January 1st ; and the second sells in the same manner. At the end of the year, one of them will be discarded and the other will look incredible. Its risk-adjusted return, however, would be abysmal and the odds of repeated success are similarly poor.

Sharpe ratio

The Sharpe ratio works like this:
  • It takes the average returns of your strategy;
  • It deducts from these the risk-free rate of return i.e. the rate anyone could have got by investing in US government bonds with very little risk;
  • It then divides this total return by its own volatility - the more smooth the return the higher and better the Sharpe, the more volatile the lower and worse the Sharpe.
For example, say the return last year was 15% with a volatility of 10% and US bonds are trading at 2%. That gives (15-2)/10 or a Sharpe ratio of 1.3. As a rule of thumb a Sharpe ratio of above 0.5 would be considered decent for a discretionary retail trader. Above 1 is excellent.
You don’t really need to know how to calculate Sharpe ratios. Good trading software will do this for you. It will either be available in the system by default or you can add a plug-in.

VAR

VAR is another useful measure to help with drawdowns. It stands for Value at Risk. Normally people will use 99% VAR (conservative) or 95% VAR (aggressive). Let’s say you’re long EURUSD and using 95% VAR. The system will look at the historic movement of EURUSD. It might spit out a number of -1.2%.

A 5% VAR of -1.2% tells you you should expect to lose 1.2% on 5% of days, whilst 95% of days should be better than that
This means it is expected that on 5 days out of 100 (hence the 95%) the portfolio will lose 1.2% or more. This can help you manage your capital by taking appropriately sized positions. Typically you would look at VAR across your portfolio of trades rather than trade by trade.
Sharpe ratios and VAR don’t give you the whole picture, though. Legendary fund manager, Howard Marks of Oaktree, notes that, while tools like VAR and Sharpe ratios are helpful and absolutely necessary, the best investors will also overlay their own judgment.
Investors can calculate risk metrics like VaR and Sharpe ratios (we use them at Oaktree; they’re the best tools we have), but they shouldn’t put too much faith in them. The bottom line for me is that risk management should be the responsibility of every participant in the investment process, applying experience, judgment and knowledge of the underlying investments.Howard Marks of Oaktree Capital
What he’s saying is don’t misplace your common sense. Do use these tools as they are helpful. However, you cannot fully rely on them. Both assume a normal distribution of returns. Whereas in real life you get “black swans” - events that should supposedly happen only once every thousand years but which actually seem to happen fairly often.
These outlier events are often referred to as “tail risk”. Don’t make the mistake of saying “well, the model said…” - overlay what the model is telling you with your own common sense and good judgment.

Coming up in part III

Available here
Squeezes and other risks
Market positioning
Bet correlation
Crap trades, timeouts and monthly limits

***
Disclaimer:This content is not investment advice and you should not place any reliance on it. The views expressed are the author's own and should not be attributed to any other person, including their employer.
submitted by getmrmarket to Forex [link] [comments]

Price Action Trading- The Greatest System.

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.
  1. 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.
  2. Chart Patterns. The flag, wedge, channels or triangles. These are often quite helpful in chart analysis without using indicators.
  3. 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.
  1. 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.
  2. 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.
submitted by Vikrantc2003 to Daytrading [link] [comments]

Price Action Trading.

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.
submitted by Vikrantc2003 to Trading [link] [comments]

My Trading Systems- How I trade.

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.
  1. 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.
  1. 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.
  1. Volume.
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.
  1. Divergence.
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.
  1. 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.
  1. Index Correlation.
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.
  1. Option Chain.
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.
  1. Moving Averages- 20 & 200 day EMA or the EMA channel.
  2. Sector Performance.
  3. 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.
submitted by Vikrantc2003 to Daytrading [link] [comments]

Part II - 10 Minute/Day Trading Strategy

Part II - 10 Minute/Day Trading Strategy
Access Part I here: https://www.reddit.com/Forex/comments/h0iwbu/part_i_my_10_minuteday_trading_strategy/
Welcome to Part II of this ongoing series. How many parts will there be? No idea. At least 4-5, I guess. I'd rather have this broken down into digestible chunks than just fire hose you with information.
Part I was really just a primer. If I'm using the whole baking a cake analogy, then in Part I we covered what kind of cake we're baking. I will not cover in this post where we look for entries and exits, that's coming next. Part II is going to cover what ingredients we need and why we need those ingredients in greater detail.
What Kind Of Strategy Is This Again?It's my 10 minutes per day, trading strategy. I think the beauty of this strategy is that it allows you to take a good number of trader per week without having to commit an inordinate amount of time to the screens. This is both a mean reversion and trend-continuation based strategy. It is dead simple to learn and apply. I'd expect a 10 year old to be able to make money with this.
The List Of Ingredients & Why We Use These Particular Ingredients
*I will have an image at the end of the post showing a textbook long and short setup*
Bollinger Bands: Bollinger Bands (BB) have a base line (standard is the 20SMA, which is also what we will use for this strategy) and two other trend lines (known as the upper Bollinger band [UBB] and lower Bollinger band [LBB]) plotted 2 standard deviations away from the 20SMA. The idea behind BB is deviously simple - the vast majority of price action, approx. 90%, takes place in between the two bands. In other words, when price trades off the UBB or LBB, you could consider prices to be overbought/oversold. However, just because something is OVERbought does NOT mean its run is OVER. Therefore we need additional tools to make sure we are using the BB as effectively as possible. TLDR: BB help contextualize where to look for our technical setups using this strategy. Finding the candle/bar pattern is not enough. We need to make sure the setup is in the 'right' part of the chart. We accomplish that using the BB.
Stochastic Oscillator: The Stochastic Oscillator (Stochs) is a secondary momentum indicator. Because it is an oscillator that means the signals it generates are range-bound between 0 and 100. There are tons of momentum indicators out there. Theoretically you could swap out the Stochs for RSI or MACD. My hunch is that you won't see a measurable statistical difference in performance if you do. So why Stochs? Because I like the fact you have the %K and %D lines (you can think of them as moving averages) and the fact that the %K and %D lines crossover is a helpful visual aid. Like any other momentum indicator, the Stochs will generate overbought and oversold signals. We use the Stochs to help back up what the BB are telling us. If price is trading at, or even broken out of, the UBB and Stochs are also veeeery overbought that can be potentially useful information. It doesn't mean we have a trade necessarily, but it is a helpful piece of data.
Fibonacci Retracement & Extension Tool: This tool is OPTIONAL. The only reason I use this tool for this strategy is to integrate a mechanistic means of entry and exit. In other words, we can use fibonacci levels to place limit orders for entry and profit taking, and a stop order to get us out for our pre-defined risk allocation to each particular trade. If you DON'T want to use the fibs, that is perfectly okay. It just means you will add a more discretionary layer to this strategy
Candlestick/Bar Patterns: There isn't a whole lot to say here. We look for ONE formation over, and over, and over again. An indecision bar (small body, doesn't close on its highs or lows) followed by the setup bar which is an outside bar or an engulfing bar. It doesn't particularly matter if the setup bar is an engulfing bar or outside bar. What matters is that for a long trade the setup bar makes a HIGHER HIGH and has a HIGHER CLOSE relative to the indecision bar. The opposite for a short trade setup. The bar formation is what ultimately serves as the trigger for placing orders to take a trade.
*MOVING ON* Now We Get Into The Setup Itself:There are 3 places where we look for trades using this strategy:
  1. Short off the UBB (Here we want to see Stochastics overbought and crossing down. Bearish divergence is even better)
  2. Long off the LBB (Here we want to see Stochastics oversold and crossing up. Bullish divergence is even better)
  3. Long/Short off the Middle Bollinger Band (Here if you are looking for a short trade off the MBB you ideally want Stochs overbought. Vice versa for a long trade. NOTE: Often when taking trades off the MBB, Stochs WON'T go overbought/oversold. Because this doesn't happen often, I don't let it stop me from taking trades off the MBB.)
The actual setup is very simple and straightforward. We look for our candle/bar formation in conjunction with points 1 through 3 from the above.
There will be other nuances I will cover in terms of how to make the strategy more effective in Part 3. For example, I will go into much more detail about how the shape of the BB can tell us a lot about whether a currency pair is likely to reverse or not. I will also cover how to gauge the strength of the setup candle and a few other tips and tricks.
Technical Nuances: You can overlay a lot of other traditional technical analysis on top of the above. For example you can look for short trades off the UBB in conjunction with a prior broken support level that you now expect to be working overhead resistance. If you want to go further and deeper, of course you can. Note: the above is about as far as I went when overlaying other kinds of analysis onto this strategy. I like to keep it simple, stupid.
TEXTBOOK LONG TRADE OFF LBB:

https://preview.redd.it/e06otysgsh451.png?width=2820&format=png&auto=webp&s=101b3eed1b42512d639644bcc096d1026e558f17

TEXTBOOK SHORT TRADE OFF UBB:
https://preview.redd.it/yfg02yjhsh451.png?width=2820&format=png&auto=webp&s=18b427995f3dcecb22e1ae7f15cd5b3cd53c18e4
TRADE OFF MBB:
https://preview.redd.it/8kvzknaish451.png?width=2820&format=png&auto=webp&s=2f1e6113475193e8b812bface880a77e82ad7eeb

And that's a wrap for Part II.
submitted by ParallaxFX to Forex [link] [comments]

VfxAlert signals and candlestick patterns

VfxAlert signals and candlestick patterns
All how to make on binary options strategies should take into account all market analysis options. You cannot make a decision on only one instrument, even if these are candlestick analysis patterns.
Let's start with trend signals, see examples of vfxAlert binary signals.
Currency pair GBP/USD and a strong signal on PUT-option signal. Let's look at the price chart - confirmation by the "Three Method" candlestick pattern and you can open an option with an expiration of 5-10 minutes.

https://preview.redd.it/gwn6hg5fs8p51.png?width=1100&format=png&auto=webp&s=f67cae8d8fde0e38a27318f8eadea0e2c3cad495
The signal appeared at the intersection of the moving average ("MA" on the signal panel). Traders see this. The option opens on a reversal, but then there are also candlestick patterns, and new PUT-signals with the “MA” label open the next options with a large volume.
The next signal on the CCI indicator shows the dynamics of the current trend. Created for the stock market, where trends are long and easier to find. On Forex, volatility is higher and there may be strong corrections and pullbacks that "break" the indicator. In the figure, binary options trading signals is confirmed by a strong candle pattern – the price goes towards the gap and you can open a CALL-option.
Reversal real binary options signals vfxAlert.
More reliable than trendy ones, beginners should start with them. It is easier to see and understand: "Bulling engulfing" pattern, which means the "bulls" managed to shift the balance of power to themselves and start an uptend on EUR / GBP. The vfxAlert signal confirms this by technical analysis of the RSI indicator.

https://preview.redd.it/gpikbe6js8p51.png?width=1100&format=png&auto=webp&s=8581ebe0a59f665b78891996f23d95c289972250
Doji candlestick appeared on EUUSD. In candlestick analysis, this is the strongest reversal pattern. The vfxAlert binary options signal according to Parabolic SAR trend confirms the beginning of the downtrend. After one candlestick, the trend started you can open the PUT-option.
The trader looks at «Power» value first, the market may be sideways, and candlestick patterns are false:

https://preview.redd.it/efwtnupms8p51.png?width=1100&format=png&auto=webp&s=1170e6526704d44ec1a0ee936de5797f41e61d31
We always start testing combination "vfxAlert live binary signals + candlestick patterns" on a demo account. You only receive recommendations and must make sure that they fit your strategy, trading session and trading style.
submitted by vfxAlert to u/vfxAlert [link] [comments]

Learn Using Forex Indicators the Right Way

When traders learn using indicators the right way, it can prove to be a valuable tool to make money in the forex market. There are many types of indicators available in the market and the parameters they measure are momentum, volatility, trend and volume. You can use one or more indicators to measure a single parameter.

Trend indicators and oscillators

Trend indicators can be used to spot reversals of the trend or can be used to spot support and resistance. Oscillator indicators move around a specific level or move between upper and lower level. Traders make use of these technical indicators to determine whether the market is overbought or oversold. This can enable the trader to get a good signal when the divergence is drawn between the price action and the oscillator.

The popular trend indicators include:

Bollinger bands,
channel,
Ichimoku Kinko Hyo,
moving average and
parabolic SAR.

Popular oscillator indicators include:

MACD (moving average convergence divergence),
momentum,
RSI (relative strength index),
RVI (relative vigor index) and
stochastic oscillator.
submitted by jeffout to ForexBrokersRatingss [link] [comments]

Why a Live Forex Chart is important For Traders

There are two common theories as far as live forex charts are concerned: The first is by the many forex traders who believe that live forex charts can never be used to win in a forex trade simply because they rely on demand and supply fundamentals. On the other hand, some investors believe that live forex graphs are a mirror reflection to a human mind; they are constant but prices can be predicted. Which is a fact and which is not? Forex Brokers Reviews
The truth is that live currency graphs work and deliver results. There is however one common misconception that must be cleared even before we get into how live currency charts work. Contrary to common belief, live charts are not used as tools to predict future variations in pair prices. The truth is that unlike scientific theories, prices are not determined by fixed aspects. If this was the case, live charts would be very predictable, and there would be no point in trade in foreign exchange, would there? This, however, does not mean that live charts are not useful to the foreign exchange trade. As a matter of fact, live forex tables are some of the most important tools in use in foreign exchange trading. Combined with technical analysis, live currency graphs can be some of the most valuable assets an exchange trader can have in the business.
With the help of live forex charts, you can know the moving averages and when the price has gone above or below. Day trading does not require much analysis apart from some real time history of price movements. It is a vital tool in a seasoned trader's toolbox and the newbie simply cannot do without it. Getting technical indicators upfront in real time has come as a big boon to online forex traders coast to coast. forex broker review
With live charts you can identify when the market has entered an overbought zone with the help of RSI. To enter and exit a trade and also for working on multiple indicators, you need live charts to guide you through. If two indicators like the RSI and MACD indicate buy signals, then you could buy and forex market requires taking decisions in a flash. To make profits and keep losses to the minimum, use forex live chart.
The live forex chart is a lifeline for the day trader wanting to close positions within a matter of a few minutes or hours. Usually a long term investor in the forex market does not need live charts, but day traders require keeping tabs on price changes by the minute. Top Rated Forex Brokers
Traders depend solely on the chart prices to plan their moves and they have to be real time stuff to be of any use. Depending on what type of trade you would be doing, you should select the right software for viewing forex charts. You can monitor every single move the currency pair makes as well as keep track of technical indicators.
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submitted by Sure_Statistician384 to u/Sure_Statistician384 [link] [comments]

How I trade.

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.
  1. 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.
  1. 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.
  1. Volume.
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.
  1. Divergence.
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.
  1. 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.
  1. Index Correlation.
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.
  1. Option Chain.
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.
  1. Moving Averages- 20 & 200 day EMA or the EMA channel.
  2. Sector Performance.
  3. Bollinger Bands using channel.
I can talk deeply about all the systems with examples. But I've just tried to mention everything in brief.
submitted by Vikrantc2003 to StockMarket [link] [comments]

My Trading Systems - How I trade.

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.
  1. 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.
  1. 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.
  1. Volume.
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.
  1. Divergence.
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.
  1. 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.
  1. Index Correlation.
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.
  1. Option Chain.
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.
  1. Moving Averages- 20 & 200 day EMA or the EMA channel.
  2. Sector Performance.
  3. Bollinger Bands using channel.
I can talk deeply about all the systems with examples. But I've just tried to mention everything in brief.
submitted by Vikrantc2003 to IndianStockMarket [link] [comments]

Price Action Trading- The Greatest System.

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.
submitted by Vikrantc2003 to stocks [link] [comments]

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submitted by usamaali5050 to u/usamaali5050 [link] [comments]

GBP/USD POTENTIAL +3.4% UPSIDE

THE BRITISH POUND SURGES FROM THE ASHES WITH A BULL MARUBUZO, AFTER A DOJI DRAGONFLY CANDLESTICK, ON THE BACK OF STRONGER THAN EXPECTED CPI DATA, SIGNAL THAT UK CONSUMERS HAVE BEEN SPENDING, WHILE THE POSSIBILITY OF THE UK ECONOMY REBOUNDING DECENTLY, GIVEN ALSO THE POTENTIAL AVAILABILITY OF A UK MADE VACCINE READY TO BE DEPLOYED IN WINTER Q4.THE GBP/USD CHART HINTS TO FEW TECHNICAL POINTS THAT SUPPORT THE BUY SIGNAL IN THE BRITISH POUND: THE RSI(14) OSCILLATOR MOVES HIGHER ON A DOUBLE BOTTOM PATTERN, THE ICHIMOKU TENKAN LINE PROVIDES SUPPORT, WHILE ALSO HAVING MOVED THROUGH THE IKH KIJUN LINE AS A BUY SIGNAL, FURTHERMORE CLEARING OFF THE GBP/USD 1.2698 200 DAYS MOVING AVERAGE CAN EVENTUALLY GIVE A CONSISTENT BUY SIGNAL WITH CONCRETE MARKET POSSIBILITY OF CABLE MOVING TOWARD GBP/USD 1.30 IN A +3.0%.HAVING SAID THAT, WORTH TO NOTICE THAT IN THE LONGER TERM, A PERMANENT BUY SIGNAL FOR THE POUND WOULD REQUIRE A FLOOR EXCHANGE RATE OF GBP/USD 1.40 AND ABOVE, THEREOF A SHORT TERM UPSIDE MOVE +3.0% TO GBP/USD 1.30 DOES NOT PROVIDE A LONGER HORIZON FORECAST; IN SO A CONSISTENT CHANGE IN THE BRITISH WILL REQUIRE AN OVERALL LONGER TERM CHANGE IN MARKET POSITIONING AMONG ASSETS MANAGERS/INSTITUTIONAL INVESTORS AND LEVERAGED FUND THAT HAVE HEAVILY SKEWED POSITION SHORT ON GBP/USD. IN FACT FOR AN OVERALL 105 MOST RELEVANT FOREX MARKETS INVESTORS, 57 BETWEEN ASSETS MANAGERS/INSTITUTIONAL AND LEVERAGE FUNDS ARE CONSISTENTLY SHORT ON THE BRITISH POUND FOR AN OVERALL 128,805 CONTRACTS IN A TOTAL 180,969 CONTRACTS.

Technical Indicators

NameValueAction
RSI(14)60.081Buy
STOCH(9,6)76.362Buy
STOCHRSI(14)99.545Overbought
MACD(12,26)0.005Buy
ADX(14)25.732Neutral
Williams %R-6.794Overbought
CCI(14)101.9183Buy
ATR(14)0.0104Less Volatility
Highs/Lows(14)0.0092Buy
Ultimate Oscillator56.632Buy
ROC1.808Buy
Bull/Bear Power(13)0.0109Buy
Buy: 8 Sell: 0 Neutral: 1
Summary:STRONG BUY

Moving Averages

PeriodSimpleExponential
MA51.2595
Buy
1.2588
Buy
MA101.2557
Buy
1.2556
Buy
MA201.2484
Buy
1.2524
Buy
MA501.2442
Buy
1.2476
Buy
MA1001.2426
Buy
1.2522
Buy
MA2001.2704
Sell
1.2605
Buy
Buy: Sell:
Summary:BUY

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submitted by lucas8282 to STOCKMARKETNEWS [link] [comments]

Struggling

I really enjoy trading forex and I found to be something I have passion in and enjoy however I’ve been struggling of late and seem to be losing money I’m quite new to this all so I brought a course and this course came with signals however I was about 200 pound up from learning and using signals but those signals have gone shit I’m currently now 200 quid down if you add lose of profit about 300 down. I’m trading with Mac d obvs support and resistance lines and moving average exp 365/180 however I’m struggling with just few things to put my strategies together is anyone will to help support newbie and share light maybe in what’s app msgs Skype call anything as I’m struggling with the final piece to the jigsaw. Honestly don’t know which way to turn when it comes to stuff like as I don’t know anyone or in a group with other traders
submitted by CuLLuM315 to Forex [link] [comments]

So you wanna trade Forex? - tips and tricks inside

Let me just sum some stuff up for you newbies out there. Ive been trading for years, last couple of years more seriously and i turned my strategies into algorithms and i am currently up to 18 algorithms thats trading for me 24/7. Ive learned alot, listened to hundreds of podcasts and read tons of books + research papers and heres some tips and tricks for any newbie out there.

  1. Strategy - How to... When people say "you need a trading strategy!!" Its because trading is very hard and emotional. You need to stick to your rules at all times. Dont panic and move your stop loss or target unless your rules tell you to. Now how do you make these rules? Well this is the part that takes alot of time. If your rules are very simple (for example: "Buy if Last candles low was the lowest low of the past 10 candles." Lets make this a rule. You can backtest it manually by looking at a chart and going back in time and check every candle. or you can code it using super simple software like prorealtime, MT4 ++ Alot of software is basicly "click and drag" and press a button and it gives you backtest from 10-20-30 years ago in 5 seconds. This is the absolute easiest way to backtest rules and systems. If your trading "pure price action" with your drawn lines and shit, the only way to truly backtest that kind of trading is going in a random forex pair to a random point in time, could be 1 year ago, 1 month ago, 5 years ago.. and then you just trade! Move chart 1 candle at a time, draw your lines and do some "actual trading" and look at your results after moving forward in the chart. If you do not test your strategy your just going in blind, which could be disaster.. Maybe someone told u "this is the correct way to trade" or "this strategy is 90% sure to win every trade!!!" If you think you can do trading without a strategy, then your most likely going to look back at an empty account and wonder why you moved that stop loss or why you didnt take profit etc.. and then your gonna give up. People on youtube, forums, interwebz are not going to give you/sell you a working strategy thats gonna make you rich. If they had a working strategy, they would not give it away/sell it to you.
  2. Money management - How to.... Gonna keep this one short. Risk a small % of your capital on each trade. Dont risk 10%, dont risk 20%. You are going to see loosing trades, your probably gonna see 5-10 loss in a row!! If your trading a 1000$ account and your risking 100$ on each trade (10%) and you loose 5 in a row, your down -50% and probably you cant even trade cus of margin req. Game over.. Now how does one get super rich, super fast, from risking 1-3% of your account on each trade?? Well heres the shocking message: YOU CANT GET RICH FAST FROM TRADING UNLESS YOUR WILLING TO GO ALL IN! You can of course go all in on each trade and if you get em all right, you might get 1000%, then you go all in 1 more time and loose it all... The whole point of trading is NOT going bust. Not loosing everything, cus if you loose it all its game over and no more trading for you.
  3. Find your own trading style.... Everyone is different. You can have an average holding period of 1 month or you could be looking at a 1 min chart and average holding time = 10 minutes. For some, less volatility helps them sleep at night. For others, more volatility gives them a rush and some people crave this. There is no "correct" timeframes, or holding periods, or how much to profit or how much to loose. We are all individuals with different taste in risk. Some dont like risk, others wanna go all in to get rich over night. The smart approach is somewhere in the middle. If you dont risk anything, your not gonna get anything. If you risk everything, your most likely going to loose everything. When people are talking about trading style, this is kinda what that means.
  4. There are mainly 2 ways to trade: Divergence and Convergence. Or in other words: Mean reversion or trend following. Lets talk about them both: Trend following is trying to find a trend and stay with the trend until its over. Mean reversion is the belief that price is too far away from the average XX of price, and sooner or later, price will have to return to its average/mean (hence the name: MEAN reversion). Trend following systems usually see a lower winrate (30-40% winrate with no money management is not uncommon to see when backtesting trend following systems.. You can add good money management to get the winrate % higher. Why is the % winrate so low? Well a market, whatever that market is, tend to get real choppy and nasty right after a huge trend. So your gonna see alot of choppy fake signals that might kill 5-6 trades in a row, until the next huge trend starts which is going to cover all the losses from the small losses before the trend took off. Then you gotta hold that trade until trade is done. How do you define "when trend starts and stops"? Well thats back to point 1, find a strategy. Try defining rules for an entry and exit and see how it goes when you backtest it. For mean reversion the win % is usually high, like 70-90% winrate, but the average winning trade is alot smaller than the average loosing trade. this happens because you are basicly trying to catch a falling knife, or catch a booming rocket. Usually when trading mean reversion, waiting for price to actually reverse can very often leave you with being "too late", so you kinda have to find "the bottom" or "the top" before it actually has bottomed/ topped out and reversed. How can you do this you ask? Well your never going to hit every top or every bottom, but you can find ways to find "the bottom-ish" or "the top-ish", thens ell as soon as price reverts back to the mean. Sometimes your gonna wish you held on to the trade for longer, but again, back to point 1: Backtest your rules and figure that shit out.

Read these 4 points and try to follow them and you are at least 4 steps closer to being a profitable trader. Some might disagree with me on some points but i think for the majority, people are going to agree that these 4 points are pretty much universal. Most traders have done or are doing these things every day, in every trade.
Here is some GREAT material to read: Kevin Davey has won trading championship multiple times and he has written multiple great books, from beginner to advanced level. Recommend these books 100%, for example: Building winning algorithmic trading systems" will give you alot to work with when it comes to all 4 of the above points. Market wizards, Reminiscences of a stock operator are 2 books that are a great read but wont give you much "trading knowledge" that you can directly use for your trading. Books on "The turtles" are great reading. Then you have podcasts and youtube. I would stay away from youtube as much as possible when it comes to "Heres how to use the rsi!!!" or "this strategy will make you rich!!". Most youtube videoes are made by people who wanna sell you a course or a book. Most of this is just pure bullshit. Youtube can very harmfull and i would honestly advice about going there for "strategy adivce" and such. Podcasts tho are amazing, i highly recommend: Better systems trader, Chat with traders, Top traders unplugged, We study billionairs, to name a few :)
Also, on a less funny note.. Please realize that you are, and i am, real fucking stupid and lazy compared to the actual pro's out there. This is why you should not go "all in" on some blind stupid strategy youve heard about. This is why this is indeed VERY FUCKING HARD and most, if not everyone has busted an account or two before realizing just this. Your dumb.. your not going to be super rich within 1 year.. You can not start with 500$ account and make millions! (some might have been able to do this, but know that for every winner, theres 999 loosers behind him that failed... Might work fine first 5 trades, then 1 fuckup tho and ur gone..
And lastly: Try using a backtesting software. Its often FREE!!! (on a demo account) and often so simple a baby could use it. If your trading lines and such there exists web broweser "games" and softwares that lets you go "1 and 1 candle ahead" in random forex pairs and that lets you trade as if its "real" as it goes.
A big backtesting trap however is backtesting "losely" by just drawing lines and looking at chart going "oh i would have taken this trade FOR SURE!! I would have made so much money!!" however this is not actually backtesting, its cherry picking and its biased beyond the grave, and its going to hurt you. Try going 1 candle at a time doing "real and live" trades and see how it goes.

Bonus point!!
many people misunderstands what indicators like the RSI is telling you. Indeed something is "overbought" or "oversold" but only compared to the last average of xx amounts of bars/candles.
It doesn't tell you that RIGHT NOW is a great time to sell or buy. It only tells you that the math formula that is RSI, gives you a number between 1-100, and when its above 70 its telling you that momentum is up compared to the last average 14 candles. This is not a complete buy/sell signal. Its more like a filter if anything. This is true for MOST indicators. They INDICATE stuff. Dont use them as pure buy/sell signals.. At least backtest that shit first! Your probably gonna be shocked at the shitty results if you "buy wehn rsi is undeer 30 and sell when RSI is above 70".

Editedit: Huge post already, why not copy paste my comment with an example showing the difference in trend following vs mean reversion:
The thing about trend following is that we never know when a trade starts and when it ends. So what often happens is that you have to buy every breakout going up, but not every breakout is a new trend. Lets do an example. Check out the photo i included here: https://imageshost.eu/image/image.RcC

THE PHOTO IS JUST AN EXAMPLE THAT SHOWS WHY A TYPICAL TREND FOLLOWING STRATEGY HAVE A "LOW" WINRATE.
THE PHOTO IS NOT SHOWING AN EXAMPLE OF MY STRATEGIES OR TRADING.

  1. We identify the big orange trend up.
  2. We see the big break down (marked with the vertical red line) this is telling us we are not going higher just yet. Our upwards trend is broken. However we might continue going up in a new trend, but when will that trend come?
  3. We can draw the blue trend very earyly using highs and lows, lines up and down. Then we begin to look for breakouts of the upper blue line. So every time price breaks upper blue line we have to buy (cus how else are we going to "catch the next trend going up?)
As you can see we get 5 false breakouts before the real breakout happens!
Now if you could tell fake breakouts from real breakouts, your gonna be rich hehe. For everyone else: Take every signal you can get, put a "tight" stop loss so in case its a fake signal you only loose a little bit. Then when breakout happens as you can clearly see in chart, your going to make back all the small losses.
So in this example we fail 5 times, but get 1 HUGE new trend going further up. This 1 huge trade, unless we fuck it up and take profits too early or shit like that, is going to win back all those small losses + more.
This is why trend following has a low winrate. You get 5 small loss and 1 big win.

Now lets flip this! Imagine if your trading Mean reversion on all the same red arrows! So every time price hits the blue line, we go short back to the bottom (or middle) again! You would have won 5 trades with small profits, but on that last one you would get stopped out so hard. Meaning 5 small wins, 1 big loss (as some have pointed out in comments, if you where trading mean reverting you would wanna buy the lows as well as short the tops - photo was suppose to show why trend following strategies have a lower % winrate.)

Final edit: sorry this looks like a wall of text on ur phones.
submitted by RipRepRop to Forex [link] [comments]

How to optimise the speed of my Pandas code?

Hi learnpython,
My first attempt at writing my own project. Prior to this I had never used classes or Pandas so it's been a difficult learning curve. I was hoping to get some feedback on the overall structure - does everything look sensible? Are there better ways of writing some bits?
I also wanted to specifically check how I can increase the execution speed. I currently iterate rows which Pandas did say will be slow, but I couldn't see a workaround. The fact it is quite slow makes me think there is a better solution that I'm missing.
To run the code yourself download a .csv of Forex data and store in same folder as script - I used Yahoo finance GBP USD.
"""This program simulates a Double SMA (single moving average) trading strategy. The user provides a .csv file containing trade history and two different window sizes for simple moving averages (smallest number first). The .csv must contain date and close columns - trialled on Yahoo FX data). The program will generate a 'buy' signal when the short SMA is greater than the long SMA, and vice versa. The results of each trade are stored and can be output to a .csv file.""" import pandas as pd class DoubleSMA(): """Generates a Double SMA trading system.""" def __init__(self, name, sma_a, sma_b): """Don't know what goes here.""" self.name = name self.sma_a = sma_a self.sma_b = sma_b self.index = 0 self.order = 'Start' self.signal = '' def gen_sma(self, dataset, sma): """Calculates SMA and adds as column to dataset.""" col_title = 'sma' + str(sma) dataset[col_title] = dataset['Close'].rolling(sma).mean() return dataset def gen_signal(self, row, dataset): """Generates trade signal based on comparison of SMAs.""" if row[0] == (dataset.shape[0] - 1): #Reached final line of dataset; close current trade. self.order = 'Finish' elif row[3] > row[4]: self.signal = 'Buy' elif row[3] < row[4]: self.signal = 'Sell' def append_result(row, result, order): """Adds 'entry' details to results dataframe (i.e. opens trade).""" result = result.append({"Entry date": row[1], "Pair": "GBPUSD", "Order": order, "Entry price": row[2]}, ignore_index=True) return result def trade(row, order, signal, index, result): """Executes a buy or sell routine depending on signal. Flips between 'buy' and 'sell' on each trade.""" if order == 'Start': order = signal result = append_result(row, result, order) elif order == 'Finish': result.iloc[index, 1] = row[1] result.iloc[index, 5] = row[2] elif order != signal: #Close current trade result.iloc[index, 1] = row[1] result.iloc[index, 5] = row[2] index += 1 order = signal result = append_result(row, result, order) return order, index, result def result_df(): """Creates a dataframe to store the results of each trade.""" result = pd.DataFrame({"Entry date": [], "Exit date": [], "Pair": [], "Order": [], "Entry price": [], "Exit price": [], "P/L": []}) return result def dataset_df(): """Opens and cleans up the data to be analysed.""" dataset = pd.read_csv('GBPUSD 2003-2020 Yahoo.csv', usecols=['Date', 'Close']) dataset.dropna(inplace=True) dataset['Close'] = dataset['Close'].round(4) return dataset def store_result(result): """Outputs results table to .csv.""" result.to_csv('example.csv') def calc_pl(result): """Calculates the profil/loss of each row of result dataframe.""" pass #Complete later dataset = dataset_df() result = result_df() sma_2_3 = DoubleSMA('sma_2_3', 2, 3) dataset = sma_2_3.gen_sma(dataset, sma_2_3.sma_a) dataset = sma_2_3.gen_sma(dataset, sma_2_3.sma_b) dataset.dropna(inplace=True) dataset.reset_index(inplace=True, drop=True) for row in dataset.itertuples(): sma_2_3.gen_signal(row, dataset) sma_2_3.order, sma_2_3. index, result = trade(row, sma_2_3.order, sma_2_3.signal, sma_2_3.index, result) calc_pl(result) print(result) store_result(result) 
submitted by tbYuQfzB to learnpython [link] [comments]

Chart Analysis

Chart Analysis
There are two types of trading strategies:
Technical Analysis
Fundamental Analysis
Chart Analysis is a part of the Technical Analysis. Chart Analysis is one kind of future prediction. Traders can identify trading opportunities in price trends on the chart. Traders try to understand to take possibility movement for trading on chart patterns. Chart Analysis is a paintbrush where traders take service for developing their trading arts. For example, traders can insert different indicators or oscillators to study on the price chart. There are many indicators and oscillators which can be inserted on the price chart. Moving Average, Bollinger Bands, Ichimoku Kinko Hyo, etc., are very popular indicators and Relative Strength Index [RSI], Moving Average Convergence and Divergence [MACD], Momentum, etc., are very common oscillators.
We can tell easily traders may make choices based exclusively on the price charts of safety and comparable statistics, but involved equity analysts rarely limit their research to fundamental or technical analysis alone.
FX Magician
#TechnicalAnalysis #ForexTrade #OptionTrade #BestBroker #ForexSignal
http://fxmagician.com
#technical analysis #forex trade #option trade #best broker #forex signal
submitted by shofikul_islam to u/shofikul_islam [link] [comments]

Chart Analysis

There are two types of trading strategies:
Technical Analysis
Fundamental Analysis
Chart Analysis is a part of the Technical Analysis. Chart Analysis is one kind of future prediction. Traders can identify trading opportunities in price trends on the chart. Traders try to understand to take possibility movement for trading on chart patterns. Chart Analysis is a paintbrush where traders take service for developing their trading arts. For example, traders can insert different indicators or oscillators to study on the price chart. There are many indicators and oscillators which can be inserted on the price chart. Moving Average, Bollinger Bands, Ichimoku Kinko Hyo, etc., are very popular indicators and Relative Strength Index [RSI], Moving Average Convergence and Divergence [MACD], Momentum, etc., are very common oscillators.
We can tell easily traders may make choices based exclusively on the price charts of safety and comparable statistics, but involved equity analysts rarely limit their research to fundamental or technical analysis alone.
FX Magician
#TechnicalAnalysis #ForexTrade #OptionTrade #BestBroker #ForexSignal
submitted by SahinRasel6472 to u/SahinRasel6472 [link] [comments]

Indicators Analysis

Indicators Analysis
A trading indicator is a statistical tool that investors or traders use to evaluate the direction of the price action of a specified instrument. The trading indicators are experiential or mathematical calculations based on the price, volume, or open interest of a security or contract used by traders who follow technical analysis. Technical analysis is a trading discipline hired to estimate investments and identify trading opportunities by analyzing statistical trends collected from trading activities, such as price movement and volume. The trading indicators that use the same measure as prices are planned over the top of the prices on a stock chart.
There are many popular indicators and oscillators:
Moving Average, Bollinger Bands, Ichimoku Kinko Hyo, etc. are the popular indicators.
Relative Strength Index [RSI], Moving Average Convergence and Divergence [MACD], Momentum, etc., are very common oscillators.
The investors or traders should have proper knowledge of using the indicators and the oscillators.
FX Magician
#TechnicalAnalysis #ForexTrade #OptionTrade #BestBroker #ForexSignal
http://fxmagician.com
#technical analysis #forex trade #option trade #best broker #forex signal
Indicators Analysis
submitted by shofikul_islam to u/shofikul_islam [link] [comments]

Chart Analysis

Chart Analysis
There are two types of trading strategies:
Technical Analysis
Fundamental Analysis
Chart Analysis is a part of the Technical Analysis. Chart Analysis is one kind of future prediction. Traders can identify trading opportunities in price trends on the chart. Traders try to understand to take possibility movement for trading on chart patterns. Chart Analysis is a paintbrush where traders take service for developing their trading arts. For example, traders can insert different indicators or oscillators to study on the price chart. There are many indicators and oscillators which can be inserted on the price chart. Moving Average, Bollinger Bands, Ichimoku Kinko Hyo, etc., are very popular indicators and Relative Strength Index [RSI], Moving Average Convergence and Divergence [MACD], Momentum, etc., are very common oscillators.
We can tell easily traders may make choices based exclusively on the price charts of safety and comparable statistics, but involved equity analysts rarely limit their research to fundamental or technical analysis alone.
FX Magician
#TechnicalAnalysis #ForexTrade #OptionTrade #BestBroker #ForexSignal
http://fxmagician.com
#technical analysis #forex trade #option trade #best broker #forex signal
submitted by shofikul_islam to u/shofikul_islam [link] [comments]

Moving Average Crossovers in Forex -- There's a Better Way ... BEST MOVING AVERAGES: This Is What Professionals Use (For ... Forex: 20 Period Moving Average SECRETS (STEAL MY 20 ... FOREX  MOVING AVERAGES HOW TO BE EXTREMELY PROFITABLE ... Best Moving Average Trading Strategy (MUST KNOW) - YouTube

Our custom developed Forex Moving Average Buy Sell Indicator. A moving average (MA) is a widely used indicator in technical analysis that helps smooth out price action by filtering out the “noise” from random short-term price fluctuations. It is a trend-following, or lagging, indicator because it is based on past prices. Moving averages are one of the most commonly used technical indicators in the forex market. They have become a staple part of many trading strategies because they’re simple to use and apply. While they’ve been around for a long time, their ability to be easily measured, tested and applied makes them an ideal foundation for modern trading ... Moving averages are a frequently used technical indicator in forex trading, especially over 10, 50, 100, and 200 day periods.; The below strategies aren't limited to a particular timeframe and ... All you have to do is plop on a couple of moving averages on your chart, and wait for a crossover. If the moving averages cross over one another, it could signal that the trend is about to change soon, thereby giving you the chance to get a better entry.By having a better entry, you have the chance to bag mo’ pips! One of the most common ways to trade the Forex market, or any financial market for that matter, is to use a moving average trading strategy. There is an untold amount of trading strategies available using moving averages, and quite frankly it is a topic that can be endless. However, in this article I will look at some of the most common ways to use moving averages as a trading strategy, and ...

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Moving Average Crossovers in Forex -- There's a Better Way ...

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