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Former investment bank FX trader: some thoughts

Former investment bank FX trader: some thoughts
Hi guys,
I have been using reddit for years in my personal life (not trading!) and wanted to give something back in an area where i am an expert.
I worked at an investment bank for seven years and joined them as a graduate FX trader so have lots of professional experience, by which i mean I was trained and paid by a big institution to trade on their behalf. This is very different to being a full-time home trader, although that is not to discredit those guys, who can accumulate a good amount of experience/wisdom through self learning.
When I get time I'm going to write a mid-length posts on each topic for you guys along the lines of how i was trained. I guess there would be 15-20 topics in total so about 50-60 posts. Feel free to comment or ask questions.
The first topic is Risk Management and we'll cover it in three parts
Part I
  • Why it matters
  • Position sizing
  • Kelly
  • Using stops sensibly
  • Picking a clear level

Why it matters

The first rule of making money through trading is to ensure you do not lose money. Look at any serious hedge fund’s website and they’ll talk about their first priority being “preservation of investor capital.”
You have to keep it before you grow it.
Strangely, if you look at retail trading websites, for every one article on risk management there are probably fifty on trade selection. This is completely the wrong way around.
The great news is that this stuff is pretty simple and process-driven. Anyone can learn and follow best practices.
Seriously, avoiding mistakes is one of the most important things: there's not some holy grail system for finding winning trades, rather a routine and fairly boring set of processes that ensure that you are profitable, despite having plenty of losing trades alongside the winners.

Capital and position sizing

The first thing you have to know is how much capital you are working with. Let’s say you have $100,000 deposited. This is your maximum trading capital. Your trading capital is not the leveraged amount. It is the amount of money you have deposited and can withdraw or lose.
Position sizing is what ensures that a losing streak does not take you out of the market.
A rule of thumb is that one should risk no more than 2% of one’s account balance on an individual trade and no more than 8% of one’s account balance on a specific theme. We’ll look at why that’s a rule of thumb later. For now let’s just accept those numbers and look at examples.
So we have $100,000 in our account. And we wish to buy EURUSD. We should therefore not be risking more than 2% which $2,000.
We look at a technical chart and decide to leave a stop below the monthly low, which is 55 pips below market. We’ll come back to this in a bit. So what should our position size be?
We go to the calculator page, select Position Size and enter our details. There are many such calculators online - just google "Pip calculator".

https://preview.redd.it/y38zb666e5h51.jpg?width=1200&format=pjpg&auto=webp&s=26e4fe569dc5c1f43ce4c746230c49b138691d14
So the appropriate size is a buy position of 363,636 EURUSD. If it reaches our stop level we know we’ll lose precisely $2,000 or 2% of our capital.
You should be using this calculator (or something similar) on every single trade so that you know your risk.
Now imagine that we have similar bets on EURJPY and EURGBP, which have also broken above moving averages. Clearly this EUR-momentum is a theme. If it works all three bets are likely to pay off. But if it goes wrong we are likely to lose on all three at once. We are going to look at this concept of correlation in more detail later.
The total amount of risk in our portfolio - if all of the trades on this EUR-momentum theme were to hit their stops - should not exceed $8,000 or 8% of total capital. This allows us to go big on themes we like without going bust when the theme does not work.
As we’ll see later, many traders only win on 40-60% of trades. So you have to accept losing trades will be common and ensure you size trades so they cannot ruin you.
Similarly, like poker players, we should risk more on trades we feel confident about and less on trades that seem less compelling. However, this should always be subject to overall position sizing constraints.
For example before you put on each trade you might rate the strength of your conviction in the trade and allocate a position size accordingly:

https://preview.redd.it/q2ea6rgae5h51.png?width=1200&format=png&auto=webp&s=4332cb8d0bbbc3d8db972c1f28e8189105393e5b
To keep yourself disciplined you should try to ensure that no more than one in twenty trades are graded exceptional and allocated 5% of account balance risk. It really should be a rare moment when all the stars align for you.
Notice that the nice thing about dealing in percentages is that it scales. Say you start out with $100,000 but end the year up 50% at $150,000. Now a 1% bet will risk $1,500 rather than $1,000. That makes sense as your capital has grown.
It is extremely common for retail accounts to blow-up by making only 4-5 losing trades because they are leveraged at 50:1 and have taken on far too large a position, relative to their account balance.
Consider that GBPUSD tends to move 1% each day. If you have an account balance of $10k then it would be crazy to take a position of $500k (50:1 leveraged). A 1% move on $500k is $5k.
Two perfectly regular down days in a row — or a single day’s move of 2% — and you will receive a margin call from the broker, have the account closed out, and have lost all your money.
Do not let this happen to you. Use position sizing discipline to protect yourself.

Kelly Criterion

If you’re wondering - why “about 2%” per trade? - that’s a fair question. Why not 0.5% or 10% or any other number?
The Kelly Criterion is a formula that was adapted for use in casinos. If you know the odds of winning and the expected pay-off, it tells you how much you should bet in each round.
This is harder than it sounds. Let’s say you could bet on a weighted coin flip, where it lands on heads 60% of the time and tails 40% of the time. The payout is $2 per $1 bet.
Well, absolutely you should bet. The odds are in your favour. But if you have, say, $100 it is less obvious how much you should bet to avoid ruin.
Say you bet $50, the odds that it could land on tails twice in a row are 16%. You could easily be out after the first two flips.
Equally, betting $1 is not going to maximise your advantage. The odds are 60/40 in your favour so only betting $1 is likely too conservative. The Kelly Criterion is a formula that produces the long-run optimal bet size, given the odds.
Applying the formula to forex trading looks like this:
Position size % = Winning trade % - ( (1- Winning trade %) / Risk-reward ratio
If you have recorded hundreds of trades in your journal - see next chapter - you can calculate what this outputs for you specifically.
If you don't have hundreds of trades then let’s assume some realistic defaults of Winning trade % being 30% and Risk-reward ratio being 3. The 3 implies your TP is 3x the distance of your stop from entry e.g. 300 pips take profit and 100 pips stop loss.
So that’s 0.3 - (1 - 0.3) / 3 = 6.6%.
Hold on a second. 6.6% of your account probably feels like a LOT to risk per trade.This is the main observation people have on Kelly: whilst it may optimise the long-run results it doesn’t take into account the pain of drawdowns. It is better thought of as the rational maximum limit. You needn’t go right up to the limit!
With a 30% winning trade ratio, the odds of you losing on four trades in a row is nearly one in four. That would result in a drawdown of nearly a quarter of your starting account balance. Could you really stomach that and put on the fifth trade, cool as ice? Most of us could not.
Accordingly people tend to reduce the bet size. For example, let’s say you know you would feel emotionally affected by losing 25% of your account.
Well, the simplest way is to divide the Kelly output by four. You have effectively hidden 75% of your account balance from Kelly and it is now optimised to avoid a total wipeout of just the 25% it can see.
This gives 6.6% / 4 = 1.65%. Of course different trading approaches and different risk appetites will provide different optimal bet sizes but as a rule of thumb something between 1-2% is appropriate for the style and risk appetite of most retail traders.
Incidentally be very wary of systems or traders who claim high winning trade % like 80%. Invariably these don’t pass a basic sense-check:
  • How many live trades have you done? Often they’ll have done only a handful of real trades and the rest are simulated backtests, which are overfitted. The model will soon die.
  • What is your risk-reward ratio on each trade? If you have a take profit $3 away and a stop loss $100 away, of course most trades will be winners. You will not be making money, however! In general most traders should trade smaller position sizes and less frequently than they do. If you are going to bias one way or the other, far better to start off too small.

How to use stop losses sensibly

Stop losses have a bad reputation amongst the retail community but are absolutely essential to risk management. No serious discretionary trader can operate without them.
A stop loss is a resting order, left with the broker, to automatically close your position if it reaches a certain price. For a recap on the various order types visit this chapter.
The valid concern with stop losses is that disreputable brokers look for a concentration of stops and then, when the market is close, whipsaw the price through the stop levels so that the clients ‘stop out’ and sell to the broker at a low rate before the market naturally comes back higher. This is referred to as ‘stop hunting’.
This would be extremely immoral behaviour and the way to guard against it is to use a highly reputable top-tier broker in a well regulated region such as the UK.
Why are stop losses so important? Well, there is no other way to manage risk with certainty.
You should always have a pre-determined stop loss before you put on a trade. Not having one is a recipe for disaster: you will find yourself emotionally attached to the trade as it goes against you and it will be extremely hard to cut the loss. This is a well known behavioural bias that we’ll explore in a later chapter.
Learning to take a loss and move on rationally is a key lesson for new traders.
A common mistake is to think of the market as a personal nemesis. The market, of course, is totally impersonal; it doesn’t care whether you make money or not.
Bruce Kovner, founder of the hedge fund Caxton Associates
There is an old saying amongst bank traders which is “losers average losers”.
It is tempting, having bought EURUSD and seeing it go lower, to buy more. Your average price will improve if you keep buying as it goes lower. If it was cheap before it must be a bargain now, right? Wrong.
Where does that end? Always have a pre-determined cut-off point which limits your risk. A level where you know the reason for the trade was proved ‘wrong’ ... and stick to it strictly. If you trade using discretion, use stops.

Picking a clear level

Where you leave your stop loss is key.
Typically traders will leave them at big technical levels such as recent highs or lows. For example if EURUSD is trading at 1.1250 and the recent month’s low is 1.1205 then leaving it just below at 1.1200 seems sensible.

If you were going long, just below the double bottom support zone seems like a sensible area to leave a stop
You want to give it a bit of breathing room as we know support zones often get challenged before the price rallies. This is because lots of traders identify the same zones. You won’t be the only one selling around 1.1200.
The “weak hands” who leave their sell stop order at exactly the level are likely to get taken out as the market tests the support. Those who leave it ten or fifteen pips below the level have more breathing room and will survive a quick test of the level before a resumed run-up.
Your timeframe and trading style clearly play a part. Here’s a candlestick chart (one candle is one day) for GBPUSD.

https://preview.redd.it/moyngdy4f5h51.png?width=1200&format=png&auto=webp&s=91af88da00dd3a09e202880d8029b0ddf04fb802
If you are putting on a trend-following trade you expect to hold for weeks then you need to have a stop loss that can withstand the daily noise. Look at the downtrend on the chart. There were plenty of days in which the price rallied 60 pips or more during the wider downtrend.
So having a really tight stop of, say, 25 pips that gets chopped up in noisy short-term moves is not going to work for this kind of trade. You need to use a wider stop and take a smaller position size, determined by the stop level.
There are several tools you can use to help you estimate what is a safe distance and we’ll look at those in the next section.
There are of course exceptions. For example, if you are doing range-break style trading you might have a really tight stop, set just below the previous range high.

https://preview.redd.it/ygy0tko7f5h51.png?width=1200&format=png&auto=webp&s=34af49da61c911befdc0db26af66f6c313556c81
Clearly then where you set stops will depend on your trading style as well as your holding horizons and the volatility of each instrument.
Here are some guidelines that can help:
  1. Use technical analysis to pick important levels (support, resistance, previous high/lows, moving averages etc.) as these provide clear exit and entry points on a trade.
  2. Ensure that the stop gives your trade enough room to breathe and reflects your timeframe and typical volatility of each pair. See next section.
  3. Always pick your stop level first. Then use a calculator to determine the appropriate lot size for the position, based on the % of your account balance you wish to risk on the trade.
So far we have talked about price-based stops. There is another sort which is more of a fundamental stop, used alongside - not instead of - price stops. If either breaks you’re out.
For example if you stop understanding why a product is going up or down and your fundamental thesis has been confirmed wrong, get out. For example, if you are long because you think the central bank is turning hawkish and AUDUSD is going to play catch up with rates … then you hear dovish noises from the central bank and the bond yields retrace lower and back in line with the currency - close your AUDUSD position. You already know your thesis was wrong. No need to give away more money to the market.

Coming up in part II

EDIT: part II here
Letting stops breathe
When to change a stop
Entering and exiting winning positions
Risk:reward ratios
Risk-adjusted returns

Coming up in part III

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.
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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.
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Former investment bank FX trader: Risk management part 3/3

Former investment bank FX trader: Risk management part 3/3
Welcome to the third and final part of this chapter.
Thank you all for the 100s of comments and upvotes - maybe this post will take us above 1,000 for this topic!
Keep any feedback or questions coming in the replies below.
Before you read this note, please start with Part I and then Part II so it hangs together and makes sense.
Part III
  • Squeezes and other risks
  • Market positioning
  • Bet correlation
  • Crap trades, timeouts and monthly limits

Squeezes and other risks

We are going to cover three common risks that traders face: events; squeezes, asymmetric bets.

Events

Economic releases can cause large short-term volatility. The most famous is Non Farm Payrolls, which is the most widely watched measure of US employment levels and affects the price of many instruments.On an NFP announcement currencies like EURUSD might jump (or drop) 100 pips no problem.
This is fine and there are trading strategies that one may employ around this but the key thing is to be aware of these releases.You can find economic calendars all over the internet - including on this site - and you need only check if there are any major releases each day or week.
For example, if you are trading off some intraday chart and scalping a few pips here and there it would be highly sensible to go into a known data release flat as it is pure coin-toss and not the reason for your trading. It only takes five minutes each day to plan for the day ahead so do not get caught out by this. Many retail traders get stopped out on such events when price volatility is at its peak.

Squeezes

Short squeezes bring a lot of danger and perhaps some opportunity.
The story of VW and Porsche is the best short squeeze ever. Throughout these articles we've used FX examples wherever possible but in this one instance the concept (which is also highly relevant in FX) is best illustrated with an historical lesson from a different asset class.
A short squeeze is when a participant ends up in a short position they are forced to cover. Especially when the rest of the market knows that this participant can be bullied into stopping out at terrible levels, provided the market can briefly drive the price into their pain zone.

There's a reason for the car, don't worry
Hedge funds had been shorting VW stock. However the amount of VW stock available to buy in the open market was actually quite limited. The local government owned a chunk and Porsche itself had bought and locked away around 30%. Neither of these would sell to the hedge-funds so a good amount of the stock was un-buyable at any price.
If you sell or short a stock you must be prepared to buy it back to go flat at some point.
To cut a long story short, Porsche bought a lot of call options on VW stock. These options gave them the right to purchase VW stock from banks at slightly above market price.
Eventually the banks who had sold these options realised there was no VW stock to go out and buy since the German government wouldn’t sell its allocation and Porsche wouldn’t either. If Porsche called in the options the banks were in trouble.
Porsche called in the options which forced the shorts to buy stock - at whatever price they could get it.
The price squeezed higher as those that were short got massively squeezed and stopped out. For one brief moment in 2008, VW was the world’s most valuable company. Shorts were burned hard.

Incredible event
Porsche apparently made $11.5 billion on the trade. The BBC described Porsche as “a hedge fund with a carmaker attached.”
If this all seems exotic then know that the same thing happens in FX all the time. If everyone in the market is talking about a key level in EURUSD being 1.2050 then you can bet the market will try to push through 1.2050 just to take out any short stops at that level. Whether it then rallies higher or fails and trades back lower is a different matter entirely.
This brings us on to the matter of crowded trades. We will look at positioning in more detail in the next section. Crowded trades are dangerous for PNL. If everyone believes EURUSD is going down and has already sold EURUSD then you run the risk of a short squeeze.
For additional selling to take place you need a very good reason for people to add to their position whereas a move in the other direction could force mass buying to cover their shorts.
A trading mentor when I worked at the investment bank once advised me:
Always think about which move would cause the maximum people the maximum pain. That move is precisely what you should be watching out for at all times.

Asymmetric losses

Also known as picking up pennies in front of a steamroller. This risk has caught out many a retail trader. Sometimes it is referred to as a "negative skew" strategy.
Ideally what you are looking for is asymmetric risk trade set-ups: that is where the downside is clearly defined and smaller than the upside. What you want to avoid is the opposite.
A famous example of this going wrong was the Swiss National Bank de-peg in 2012.
The Swiss National Bank had said they would defend the price of EURCHF so that it did not go below 1.2. Many people believed it could never go below 1.2 due to this. Many retail traders therefore opted for a strategy that some describe as ‘picking up pennies in front of a steam-roller’.
They would would buy EURCHF above the peg level and hope for a tiny rally of several pips before selling them back and keep doing this repeatedly. Often they were highly leveraged at 100:1 so that they could amplify the profit of the tiny 5-10 pip rally.
Then this happened.

Something that changed FX markets forever
The SNB suddenly did the unthinkable. They stopped defending the price. CHF jumped and so EURCHF (the number of CHF per 1 EUR) dropped to new lows very fast. Clearly, this trade had horrific risk : reward asymmetry: you risked 30% to make 0.05%.
Other strategies like naively selling options have the same result. You win a small amount of money each day and then spectacularly blow up at some point down the line.

Market positioning

We have talked about short squeezes. But how do you know what the market position is? And should you care?
Let’s start with the first. You should definitely care.
Let’s imagine the entire market is exceptionally long EURUSD and positioning reaches extreme levels. This makes EURUSD very vulnerable.
To keep the price going higher EURUSD needs to attract fresh buy orders. If everyone is already long and has no room to add, what can incentivise people to keep buying? The news flow might be good. They may believe EURUSD goes higher. But they have already bought and have their maximum position on.
On the flip side, if there’s an unexpected event and EURUSD gaps lower you will have the entire market trying to exit the position at the same time. Like a herd of cows running through a single doorway. Messy.
We are going to look at this in more detail in a later chapter, where we discuss ‘carry’ trades. For now this TRYJPY chart might provide some idea of what a rush to the exits of a crowded position looks like.

A carry trade position clear-out in action
Knowing if the market is currently at extreme levels of long or short can therefore be helpful.
The CFTC makes available a weekly report, which details the overall positions of speculative traders “Non Commercial Traders” in some of the major futures products. This includes futures tied to deliverable FX pairs such as EURUSD as well as products such as gold. The report is called “CFTC Commitments of Traders” ("COT").
This is a great benchmark. It is far more representative of the overall market than the proprietary ones offered by retail brokers as it covers a far larger cross-section of the institutional market.
Generally market participants will not pay a lot of attention to commercial hedgers, which are also detailed in the report. This data is worth tracking but these folks are simply hedging real-world transactions rather than speculating so their activity is far less revealing and far more noisy.
You can find the data online for free and download it directly here.

Raw format is kinda hard to work with

However, many websites will chart this for you free of charge and you may find it more convenient to look at it that way. Just google “CFTC positioning charts”.

But you can easily get visualisations
You can visually spot extreme positioning. It is extremely powerful.
Bear in mind the reports come out Friday afternoon US time and the report is a snapshot up to the prior Tuesday. That means it is a lagged report - by the time it is released it is a few days out of date. For longer term trades where you hold positions for weeks this is of course still pretty helpful information.
As well as the absolute level (is the speculative market net long or short) you can also use this to pick up on changes in positioning.
For example if bad news comes out how much does the net short increase? If good news comes out, the market may remain net short but how much did they buy back?
A lot of traders ask themselves “Does the market have this trade on?” The positioning data is a good method for answering this. It provides a good finger on the pulse of the wider market sentiment and activity.
For example you might say: “There was lots of noise about the good employment numbers in the US. However, there wasn’t actually a lot of position change on the back of it. Maybe everyone who wants to buy already has. What would happen now if bad news came out?”
In general traders will be wary of entering a crowded position because it will be hard to attract additional buyers or sellers and there could be an aggressive exit.
If you want to enter a trade that is showing extreme levels of positioning you must think carefully about this dynamic.

Bet correlation

Retail traders often drastically underestimate how correlated their bets are.
Through bitter experience, I have learned that a mistake in position correlation is the root of some of the most serious problems in trading. If you have eight highly correlated positions, then you are really trading one position that is eight times as large.
Bruce Kovner of hedge fund, Caxton Associates
For example, if you are trading a bunch of pairs against the USD you will end up with a simply huge USD exposure. A single USD-trigger can ruin all your bets. Your ideal scenario — and it isn’t always possible — would be to have a highly diversified portfolio of bets that do not move in tandem.
Look at this chart. Inverted USD index (DXY) is green. AUDUSD is orange. EURUSD is blue.

Chart from TradingView
So the whole thing is just one big USD trade! If you are long AUDUSD, long EURUSD, and short DXY you have three anti USD bets that are all likely to work or fail together.
The more diversified your portfolio of bets are, the more risk you can take on each.
There’s a really good video, explaining the benefits of diversification from Ray Dalio.
A systematic fund with access to an investable universe of 10,000 instruments has more opportunity to make a better risk-adjusted return than a trader who only focuses on three symbols. Diversification really is the closest thing to a free lunch in finance.
But let’s be pragmatic and realistic. Human retail traders don’t have capacity to run even one hundred bets at a time. More realistic would be an average of 2-3 trades on simultaneously. So what can be done?
For example:
  • You might diversify across time horizons by having a mix of short-term and long-term trades.
  • You might diversify across asset classes - trading some FX but also crypto and equities.
  • You might diversify your trade generation approach so you are not relying on the same indicators or drivers on each trade.
  • You might diversify your exposure to the market regime by having some trades that assume a trend will continue (momentum) and some that assume we will be range-bound (carry).
And so on. Basically you want to scan your portfolio of trades and make sure you are not putting all your eggs in one basket. If some trades underperform others will perform - assuming the bets are not correlated - and that way you can ensure your overall portfolio takes less risk per unit of return.
The key thing is to start thinking about a portfolio of bets and what each new trade offers to your existing portfolio of risk. Will it diversify or amplify a current exposure?

Crap trades, timeouts and monthly limits

One common mistake is to get bored and restless and put on crap trades. This just means trades in which you have low conviction.
It is perfectly fine not to trade. If you feel like you do not understand the market at a particular point, simply choose not to trade.
Flat is a position.
Do not waste your bullets on rubbish trades. Only enter a trade when you have carefully considered it from all angles and feel good about the risk. This will make it far easier to hold onto the trade if it moves against you at any point. You actually believe in it.
Equally, you need to set monthly limits. A standard limit might be a 10% account balance stop per month. At that point you close all your positions immediately and stop trading till next month.

Be strict with yourself and walk away
Let’s assume you started the year with $100k and made 5% in January so enter Feb with $105k balance. Your stop is therefore 10% of $105k or $10.5k . If your account balance dips to $94.5k ($105k-$10.5k) then you stop yourself out and don’t resume trading till March the first.
Having monthly calendar breaks is nice for another reason. Say you made a load of money in January. You don’t want to start February feeling you are up 5% or it is too tempting to avoid trading all month and protect the existing win. Each month and each year should feel like a clean slate and an independent period.
Everyone has trading slumps. It is perfectly normal. It will definitely happen to you at some stage. The trick is to take a break and refocus. Conserve your capital by not trading a lot whilst you are on a losing streak. This period will be much harder for you emotionally and you’ll end up making suboptimal decisions. An enforced break will help you see the bigger picture.
Put in place a process before you start trading and then it’ll be easy to follow and will feel much less emotional. Remember: the market doesn’t care if you win or lose, it is nothing personal.
When your head has cooled and you feel calm you return the next month and begin the task of building back your account balance.

That's a wrap on risk management

Thanks for taking time to read this three-part chapter on risk management. I hope you enjoyed it. Do comment in the replies if you have any questions or feedback.
Remember: the most important part of trading is not making money. It is not losing money. Always start with that principle. I hope these three notes have provided some food for thought on how you might approach risk management and are of practical use to you when trading. Avoiding mistakes is not a sexy tagline but it is an effective and reliable way to improve results.
Next up I will be writing about an exciting topic I think many traders should look at rather differently: news trading. Please follow on here to receive notifications and the broad outline is below.
News Trading Part I
  • Introduction
  • Why use the economic calendar
  • Reading the economic calendar
  • Knowing what's priced in
  • Surveys
  • Interest rates
  • First order thinking vs second order thinking
News Trading Part II
  • Preparing for quantitative and qualitative releases
  • Data surprise index
  • Using recent events to predict future reactions
  • Buy the rumour, sell the fact
  • The mysterious 'position trim' effect
  • Reversals
  • Some key FX releases
***

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]

High Foreign Exchange Reserves and its Implications

High Foreign Exchange Reserves and its Implications
Foreign exchange reserves are assets in foreign currencies held by the central bank. These may comprise foreign currencies, bonds, treasury bills and other government securities.
These assets or reserves play a major role in influencing monetary policies or managing liabilities. The basic purpose of these reserves, however, is to ensure the presence of backup funds in the event of currency devaluation or insolvency.
Recently, India had reached an all-time high of $507.64 billion of forex reserves making it the third-largest in Asia. These reserves are also sometimes estimated on how long worth of imports can a country manage- if other financing sources dry up, how long can the country manage on its own. Ideally, six months is considered sufficient, however, the current reserve is sufficient to fund twelve months of imports.
However, a crucial difference is that other Asian countries reserves also comprise a significant component of export surplus apart from capital flows. India’s reserves, though, are mostly capital flows with very little or no trade surplus. Many believe that the high Forex reserve is unnecessary and yet the Indian government has held these reserves in liquid without proper utilization of it. The reason being that every foreign currency that enters the market increases the money supply in the economy- meaning that an excessive inflow of foreign currency can cause the problem of excessive liquidity and result in inflation. Moreover, surplus liquidity can hamper monetary policy operations.
So it all boils down to a simple question whether such an increase in Forex is a Morale booster which will help us get back in the growth path or is over-reliance on forex reserves problematic?

https://preview.redd.it/8zskvs5tnu951.jpg?width=1578&format=pjpg&auto=webp&s=ad83d3e1c6e9ecfe4ba881716512b6dc6c9085aa
submitted by Arihant111 to TheCorporateOutlook [link] [comments]

Inflation, Gauge Symmetry, and the big Guh.

Inflation, Gauge Symmetry, and the big Guh.
Sup retards, back at it with the DD/macro.
scroll to the rain man stuff after the crayons if you don't care about the why or how.
TLDR:
June 19 $250 SPY puts
May 20 $4 USO puts
SPY under 150 by January next year.

So I was going about my business, trying to not $ROPE myself as my sweet tendies I made during the waterfall of March have evaporated, however, I heard that the fed was adding another $2.3T in monopoly money to the bankers pile specifically to help facilitate these loan programs being rolled out.
In short, they are backing these dumb-ass, zero recourse, federally mandated, loans with printing press money.
But cumguzzler OP, your title is about inflation and guage simp--try, why are you talking about the fed #ban.
Well, when you print money it is an inflationary action in theory. Let me explain.

EDUMACATION TIME

What is inflation? Inflation is the sustained increase in the price level in goods and services. Inflation is derived from a general price index, and in the US, from the consumer price index. Knowing that inflation is an outcome, not a set policy is very important. Inflation is a measurement after the fact, much like your technical astrology indicators. (**ps, use order flow in your TA you wizards**)
HOWEVER, the actual act of buying bundles of these loans does not directly impact inflation.
Now what is Gauge symmetry? Gauge symmetry is a function of math and theoretical physics that can be applied to finance models. What a gauge is, is a measurement. Gauge symmetry is when the underlying variable of something changes, however, we do not observe that variable change.
A great example of this is if you and a friend are moving, and your friend is holding a box of tendies. The box is a cube, equal on all sides. If you turn away for a moment and she rotates the cube 90 degrees while you are not looking, and you look back - you would have no idea the cube was rotated. There was a very real change in the position of the cube in relation to space-time. Your friend acted on it. But you didn't measure it, in fact it would be impossible for you to determine if the box was changed at all if you weren't observing it. That movement of the box where you didn't observe it, is called gauge transformation and happens literally more then JPow fucks my mom in quantum physics. The object observably exactly the same even though it is not physically the same. The act of it existing as an observably the same box is gauge symmetry - it is by observation symmetrical.
Why this is important, is that fiat money doesn't have any absolute meaning. The value of $1 is arbitrary. furthermore, Inflation is a Guage symmetry. Inflation has no real impact on the real value of the underlying goods and services, but rather serves as a metric to measure the shift of value across a timeline.
When JPow starts pluggin' your mom along with all these balance sheets, there is a gauge symmetry event happening. The money he is printing is entering the system (gauge transformation), this isn't an issue if all pricing against the USD get shifted equally, however, the market is not accounting for this money because we don't have real-time data on what is being applied where, we only get a slow drip in terms of weekly and monthly reports. WE HAVE OUR EYES CLOSED. This is a gauge symmetry event.
When this happens in real terms, the market becomes dislocated from its real value price. Well how do we know there is a dislocation?
"YoU JuSt SaId tHe UnDeRlYiNg VaLuE iZ AbStRaCkKt HuRr QE aNd MaRkEtS Iz ComPlEx ReAd A TeXtBuK AbOuT FrAcTiOnAl ReSErVe BanKiNg YoU NeRd." - **anyone rationalizing the bull run**
We can look at Forex you fish.
USD lives in a bubble. The Yen is in a bubble, the RMB is in a bubble, and we exchange with each other. the Jap central bank has little effect on the CPI index (cost of goods and services) of the US. If the Yen prints a gazillion dollars, the USD is not effected EXCEPT in its exchange rate. YEN:USD would see a sizeable differential the more Yen is printed and vise-versa.
So NOW instead of JPow getting away with plowing your girlfriend, we can catch the bitch.
Instead of looking at the gauge transformation at face value and then giving up because it is symmetrical output, we can look and see if this gauge symmetry carries over to the foreign exchange market. Well guess what happens when you look at the value of the USD against foreign currencies.
Consistent uncertainty during the fed operations. Meaning the market of banks that partake in FX swaps don't know where to spot the USD. Generally a very very bad thing.
Value of the USD to Euro 2017-2020, notice the slow decline, then the chaos at the end
Above is the value of the USD to Euro, notice the sloping decline. The dollar has been growing weaker since 2017. At the end you see our present issues, lets #ENHANCE
USD to Euro, January 2020 to Present
When you see those spikes, those are days in between Fed action. The value of the US goes up when the fed doesn't print because people aren't spending. Non-spending is a deflationary event and has a direct impact on the CPI. However, each drop when you line up the dates, was a date of Fed spending.
Lets look outside of the Eurozone.

This is the RMB to USD. Yes China manipulates, but look at the end of the graph
China manipulated rates early in 2018 however you can see the steady incline upward towards the of 2018. More specifically, lets look at it since December.
RMB value against USD, January to Now
You Can see the Chinese RMB has been gaining steam since December, even with Chinese production falling off a cliff all through this pandemic.

What this rain man level autism means for the economy.

Looking across the board at Forex we can see the USD having a schizo panic attack jumping up and down like me at a mathematics lecture.
But what does all this gauge BDSM and shit have to do with the markets? Well it shows 1 of 3 things are occuring.
  1. The fed is printing money to offset deflationary pressures of the economy being fuk for the past month, and therefore all this printing is offset by the loss of liquidity throughout the system and we are all retared. (SECRET: THIS IS WHAT ALL THE INSTITUTIONS THINK IS HAPPENING AND WE WILL ALL BE FINE.)
  2. The deflationary event is overplayed, and JPow just is nailing his coffin together. This would result in long term hyperinflation similiar to the Weimar republic. The only hedge against this is to load up on strong currency that do not manipulate and have enough distance from US markets that they can have some safety (ironically the Ruble is the safest currency. Low link to the USD and not influenced by China, and on discount rn)
  3. The gauge transformation is actually not as severe as they are blurting out, the fed does not pass go, does not actually print 10 Trillion dollars, and this was all a marketing ploy to not get Trump involved and prop markets. In this case, the real deflationary event is real, the USD red rockets harder then my cock and we end up market-wise at a very high asset price in relation to real value. This one is most dangerous because it increases the real value of debt and has mass dislocation between real value and market cap. You took debt at a fixed interest rate and a fixed principal, this would cause the biggest GUH in history when all of a sudden you are $100 million in debt and your revenue was $50 million a year ago, but now is only $25 million. That $100 million in debt is still $100 million and now you have a credit crisis because past values of money were inflated. This spirals into a large scale solvency crisis of any company utilizing current growth methodology (levering up to your tits in debt)
In only 1 of these 3 scenarios do we see any sort of "good" outcome? That would be the offset of deflationary pressures.
It is very important to understand that inflation is only a measurement, and itself does not denote value of real goods and services.

Option 1 of a print fiesta that works (something similar to 1981-82) seems possible. A similar environment and reaction occured in the early 80s when the government brute-forced a bull run using these same offset theorems but in that situation, Volker at the fed had interest rates at 21.5% and had 20% to come down to stimulate the inflationary reaction.
Long term this would just lever up more debt and expanded the real wealth gap over time because we kicked the can down the road another 15 years. If that happens again socioeconomically I don't see capitalism surviving (yeah Im on my high horse get over it). This is the option that many fiscal policymakers and talking heads abide by and the reason why the markets are green. However, it is really just kicking it down the road and expanding real wealth inequality. You think Bernie Sanders is bad, wait until homes cost $3million dollars in Kentucky and AOC Jr comes around.

If we get option 2, we see hyperinflation and we turn into Zimbabwe, which is great, I've always wanted to see Africa. Long term we could push interest rate back to 1980 Volker levels and slowly revalue the US against real value commodities already pegged to the USD like oil. This would be a short term shock but because of international reliance on the USD system, we could slowly de-lever this inflation over 2-3 years and be back to normal capacity although the markets would blow their O-ring. Recession yes, but no long term depression.

If we get option 3, the worst long term option in my opinion, basically any company with any revolver line drawn down when that hits is going to go under, private equity won't touch it with a 20ft stick because cashflows couldn't possibly handle the debt on the end of the lever, and we see mass long term unemployment. The only way out of the spiral of option three is inflationary pressure from the fed+government, but because we are already so far down the rabbit hole at the current moment there's no fucking way we could print another 10 trillion. USD treasuries couldn't handle the guh and we would essentially be functionally forced into a long term (7-10 year) depression because nothing anyone could do would delever the value of the dollar. This would result in the long term collapse of the United States as a world power and would render us like Russia in 1991.

Thank you for coming to my ted talk.
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Some news you may have missed out on part 104.

-Pakistan to be out of FATF's grey list by September, promises Central Bank
Islamabad will strictly implement the requirements of the Financial Action Task Force (FATF) in order to get out of the money laundering grey list released by the Paris-based body, a senior official of Pakistan's Central Bank said on Wednesday. FATF had previously placed Pakistan on its watch list of countries that need to do more in relation to anti-money laundering and combating the financing of terrorism.
"The FATF challenge has be to be addressed. Pakistan has mandated upon itself to enforce the FATF plan in letter and spirit. Whatever the requirements about the FATF plan are, they will be imposed and Pakistan will be out of grey list by September 2019. FATF is a risk but we are addressing it in the right letter and spirt," said Syed Irfan Ali, executive director for Banking Policy and Regulation Group at the State Bank of Pakistan.
-NAB finds 'proof of massive money laundering' against Sharif family
The Sharif family’s troubles seem set to worsen as reports suggest the National Accountability Bureau (NAB) has found evidence of massive money laundering through which Shehbaz Sharif and his family members accumulated assets in the United Kingdom.
According to sources privy to NAB’s investigation, the illegally accumulated assets are worth Rs85 billion to Rs100 billion and were bought during Shehbaz’s tenure as Punjab chief minister.
They said the evidence found was irrefutable and showed striking similarities with the money laundering and fake accounts case against former president Asif Ali Zardari and other Pakistan Peoples Party leaders.
-US debunks Indian claims of shooting down PAF F-16
Indian claims of shooting down a Pakistan Air Force (PAF) F-16 on February 27 were debunked by US officials as all aircraft are accounted for. Pakistan invited US officials to physically count the F-16 planes after the incident. Some of the aircraft were not immediately available for inspection due to the conflict, so it took US personnel several weeks to account for all of the jets, one of the officials said.
The report stated that two US defence officials with direct knowledge of the matter said US personnel had done a count of Pakistan’s F-16s and found none missing.
-Finance minister rules out further rupee devaluation
Finance Minister Asad Umar on Friday ruled out the need for further devaluation of the Pakistani rupee as the currency stands at equilibrium. “The International Monetary Fund (IMF) has made no demand for rupee devaluation,” Umar clarified categorically while addressing at Pakistan Stock Exchange (PSX) through online video conference. “Today, the State Bank of Pakistan (SBP) has clarified the rupee is standing at equilibrium,” he said. Dismissing reports of further devaluation, he added: “Stop circulating rumors that Asam Umar has said rupee would depreciate to 160 or 180.”
-o
For the Centre for Social Justice (CSJ) in Lahore, Christian children have the right to study the Bible, Hindu children have the right to study the Bhagavat Gita and Buddhist children have the right to study the Vedas. Together with the People’s Commission for Minorities Rights (PCMR), the CSJ held a conference on 29 March in which they adopted a resolution entitled ‘Right to education without discrimination’ demanding the right of minorities to teach their own religion in schools, as guaranteed by Article 22 of the Pakistani Constitution. Currently, only Islam is taught in schools.
-China’s BeiDou Navigation System Will be Able to Replace GPS in Pakistan Soon
Pakistani military reliance on the US-owned Global Positioning System (GPS) will be reduced after the use of China’s Beidou satellite navigation system which is projected to achieve global coverage by 2020. This was the crux of background discussions between former military officials and telecom experts.
Beidou is the world’s fourth space-based navigation system, following GPS by the United States, GLONASS by Russia and Galileo by the European Union. According to experts, the satellite-based system plays a vital role in the modern world, especially during wartime.
-PM Imran Khan announces unprecedented 10 years development package for tribal districts
Prime Minister Imran Khan has announced a ten-year special development package for tribal districts. Addressing a big public meeting at Jamrud, Khyber district this evening, he said one hundred billion rupees will be spent on the development of tribal areas each year. He said health, education and sports facilities in tribal areas will be enhanced.
-SBP’s Forex Reserves Cross the $10 Billion Mark
The foreign exchange reserves of State Bank of Pakistan (SBP) have crossed the $10 billion mark by March-end. During the week that ended on 29 March 2019, SBP received inflows of RMB 15 billion (equivalent to US$2.2 billion) as proceeds of the loan obtained by the government of Pakistan from China. After taking into account outflows relating to external debt and other official payments, SBP reserves increased by $1.931 billion during the week.
-Benami Properties: FBR takes an unprecedented step
Federal Board of Revenue has established three Benami Zones at Karachi, Lahore and Islamabad for enforcement of Benami Transaction (Prohibition) Act, 2017. In a press release issued today (Thursday), it was said after examination of available information FBR Benami Zones Karachi and Lahore have issued show cause notices in six cases of Companies holding shares and immovable properties as Benamidar.
-Ministry of Finance proposed to amend Foreign Exchange Regulations Act in Pakistan
Ministry of Finance has proposed to amend the Foreign Exchange Regulations Act 1947 to prevent illegal foreign exchange transactions. Under the proposal, the previous act will be updated with an amendment act to empower the State Bank of Pakistan to regulate foreign exchange regime in the country more effectively.
It said proposed amendment has been approved by the Federal Cabinet and transmitted to Parliament for enactment. The measure is a part of government's efforts to enhance the transparency of financial transactions.
-KP government launches 'Pink Bus Service' exclusively for women
Khyber Pakhtunkhwa government launched on Thursday ‘Pink Bus Service’ exclusively for women in Mardan. A spokesman of the project told our Peshawar correspondent that a total of seven Pink Buses will ply in Mardan. There are fifteen bus stops each facilitated with the solar panels.
-Pakistan makes a new offer to Iran, FTA in works
Pakistan has invited Iran for talks on a free trade agreement (FTA). Pakistan has proposed that talks could be held on April 23-24 in Pakistan. The report added that lack of direct banking channel between the two countries is the main hurdle in finalizing the free trade agreement.
-Govt Mulling to Withdraw 10% FED on 1,700cc Vehicles: Abdul Razaq
The government is considering to withdraw its decision of imposing 10% federal excise duty (FED) on cars with engine capacities exceeding 1,700cc. The Senate’s Standing Committee on Industries and Production, on Wednesday, was informed that the 10 percent FED imposed on locally manufactured cars and SUVs, having engine capacity exceeding 1,700cc, would be withdrawn soon.
-Govt to Crackdown Against High Medicine Prices & Launch An Online Price Portal
The federal government has ordered a crackdown against pharmaceutical companies that are illegally increasing medicine prices. Minister for National Health Services (NHS), Aamer Mehmood Kiani, ordered an operation against such firms on Wednesday.
“Though the Drug Regulatory Authority of Pakistan (DRAP) deals with the matter, as a government representative, I consider myself responsible for providing relief to the masses and answerable to them. I am personally looking into the matter and would not tolerate an illegal and unauthorized increase in the prices of medicines,” the minister said.
-Pakistan’s First Environment Friendly Food Festival to Start on 5th April
To discourage single-use plastics and promote sustainable food consumption, WWF-Pakistan is organizing the country’s first environmental-friendly food festival in Karachi. The festival, ReFest, aims to reduce food waste and raise awareness about eating food in a responsible way as well as adopting sustainable practices in our daily lives such as reduced use of single-use plastics. The theme of the festival is to spread awareness about the cause and enjoy the festivals responsibly, as per WWF, festivals were one of the reasons of over-littering due to massive use of single-use plastic in food festivals. The idea is to promote a sense of responsibility among citizens about how we can enjoy and be responsible at the same time.
-Gilgit is Getting a Dedicated Tourism Police Division
Gilgit-Baltistan Inspector General of Police (IGP) Sanaullah Abbasi said that a special tourism force will be formed in the region to ensure the safety of national and foreign tourists. He also told that the GB government will deploy 700 personnel for the protection of the China-Pakistan Economic Corridor route. The special tourism force called, “Tourism Police Division” will be set up on the model of Malaysia and Thailand.
-PM takes part in Hyderabad University’s Groundbreaking Ceremony.
The project is projected to complete within 3 years, with over Rs. 2 billion as the estimated cost. The land for building the university has been marked in Kohsar. A bill will be passed from the National Assembly for the construction of the university. The name of the university has been decided as “Federal Urdu University Hyderabad”.
-Facebook Launches Its Innovation Lab Platform in Pakistan
Facebook and Pakistan’s Ministry of Information Technology along with the National Technology Fund (IGNITE) launched the first Facebook Innovation Lab located in the National Incubation Centre (NIC) at the Lahore University of Management Sciences (LUMS). The launch event, held on Wednesday, April 3, 2019, was attended by several thought leaders from across the world who came together and debated on issues such as women and technology; the impact that VR has on social good and impactful ways to harness technology for social good.
-UN Adopts Pakistan Sponsored Resolution Against Islamophobia
The United Nations General Assembly (UNGA) unanimously adopted a resolution on Tuesday strongly condemning acts of violence and terrorism against religious minorities.mThe resolution, titled ‘Combating terrorism and other acts of violence based on religion or belief’ was moved by Turkey and co-sponsored by Pakistan.
Through this, the UNGA condemned the atrocious terrorist attack targeting Muslims during Friday prayers in two mosques at Christchurch, New Zealand this month, while offering deepest condolences to the victim families.The UN assembly called for the protection and promotion of freedom of religion and belief while developing a domestic environment of religious tolerance, respect, and peace.
-Government announces changes for new budget
With the new budget coming up, the Pakistan Tehreek-e-Insaf (PTI) government announced on Tuesday its first tax amnesty scheme on hidden domestic and offshore assets – in an attempt to boost the sinking tax revenue.
Besides, the government announced that it would stop the unchecked outflow of dollars through foreign currency accounts, declaring its intention to amend laws to link the outflows for investment with the approval of the authorities. “An asset declaration scheme will be announced before the budget,” Finance Minister Asad Umar told journalists.
-First ever Pakistani international tourism corner opens in Europe
Pakistan has opened its first International Information Tourist Corner in Belgium to offer Europeans Pakistan’s unique culture, stunning scenic view of its northern areas and the traditional lifestyle of mountain people. Launched jointly in collaboration with the Embassy of Pakistan in Brussels and Tribes, a Dutch Company established in Brussels, the tourist corner is the first-ever initiative by the Pakistani mission in Belgium to promote tourism in Pakistan
-Asad Umar hints at withdrawing tax exemptions for elite
Finance Minister Asad Umar on Tuesday hinted at withdrawing tax exemptions being availed by the elite and also announced a drastic reduction in the number of withholding taxes from the next budget including the tax on banking transactions being paid by non-filers of tax returns.
The minister expressed these views at the launching ceremony of a book, ‘Growth and Inequality in Pakistan – Agenda for Reforms’. The book has been written by Dr Hafiz A Pasha whom Umar described as Pakistan’s number one economist. Friedrich Ebert Stiftung – a German institute – has financed the book under the theme of ‘Economy of Tomorrow’. The book discusses almost every important aspect of Pakistan’s economy and carries a detailed chapter on elite capture of the state.
-PM Imran Khan to perform ground breaking of two Naya Pakistan Housing Programme sites
Prime Minister Imran Khan is expected to perform the ground-breaking ceremony of two housing projects in Islamabad and Quetta later this month. Both projects are part of PM Khan’s ambition of Naya Pakistan Housing Program (NPHP) under which he promised to deliver 500,000 low-cost residential units to the underprivileged faction of the society.
-PM Khan announces economic corridor between KP Khyber and Afghanistan
PM Imran Khan has announced formation of economic corridor between KP Khyber and Afghanistan for improving trade and economic activities in the region. PM Khan announced that he has issued directives for the Torkham border with Afghanistan to be kept open 24/7 in order to facilitate business and trade for locals.
-First woman principal appointed at K-P police training centre
A police training centre in Khyber Pakhtunkhwa’s (K-P) Mansehra has appointed a woman principal – a first for the province. Sonia Shamroz, an MBA in human resource management and an 18-grade officer, termed her appointment to the billet as a matter of great pride for her family and herself.
-Pakistan expected to get significant export orders at Istanbul fair
Pakistan Consul General in Istanbul Bilal Khan Pasha has said that the auto industry of Pakistan, especially the manufacturers of auto and tractor parts, tyres and tubes, has the potential to make inroads into the Turkish market.
“Turkish automakers and Pakistani engineering companies are negotiating to form joint ventures; in the next phase small and medium enterprises of the two countries will enter into partnerships,” Pasha said while talking to The Express Tribune on the sidelines of the Automechanica exhibition, which kicked off in Istanbul on Thursday. “This year, Pakistani companies manufacturing auto and tractor parts as well as tyre tubes are expected to get significant export orders at Automechanica, which will help increase non-traditional goods export from Pakistan to Turkey,” the consul general said.
-PM Imran urges lawmakers to share meal with homeless at govt shelters
Prime Minister Imran Khan on Saturday urged lawmakers to visit the homeless at government shelters and “share a meal with the people using them”.
The premier asserted that this practice will sensitise public representatives to issues faced by the bottom tier Pakistani society. “In the coming months I will personally monitor effectiveness of our poverty alleviation jihad,” the prime minister went on to add in a tweet.
submitted by FashBasher1 to pakistan [link] [comments]

FOCUS ON INNOVATION AND QUALITY ALWAYS GOES A LONG WAY

FOCUS ON INNOVATION AND QUALITY ALWAYS GOES A LONG WAY
India has clearly shown intent towards adopting solar energy to bring electricity to its furthest corners. The country has taken inspiring initiatives, shouldering reformations, facilitating industrial growth, and bringing investment to support the mission to utilize sustainable energy. Also, solar power has come a long way since 1977 when solar panels were priced at $77 per watt peak. Currently, the price for solar panels varies between $0.33-$0.36 cents/per watt peak, indicating more than 99% fall in prices. Moreover, the solar energy industry is growing in demand and in acceptance. Recently, the global solar industry has been adding close to 100 GW of capacity year over year and gaining more than $130 billion investment globally. Therefore, the argument can be made that this is the perfect time for India to move ahead and seize the opportunities (energy reliance, manufacturing industry growth, increased export revenue) that solar brings. As I have said already, while the intent for green energy adoption is present in India, we still have to remember that solar energy only has 8% share in the country’s total installed energy capacity.

Image source: vikramsolar.com
Even with the Government’s new plans such as-
  • Investing INR 100 lakh crore for infrastructure development
  • ‘One Nation, One Power’ grid implementation
  • Creating ‘Manufacturing, Repair and Operate’ (MRO) industry
  • Making India a PV Cells and module manufacturing hub
  • Supporting growth of EV and energy storage industry
It is not enough to prepare India to seize the solar energy demand in and out of the country.
Focus on Innovation is Necessary
Mass adoption of green energy in India is the only way for us to reduce fossil fuel import costs (~$100 billion), facilitate industrial growth, restore climate, and claim export markets. The most important component that can assist in mass adoption of green energy is innovation. Not just giants like China or the U.S. even emerging economies like South Korea, Vietnam are investing huge amounts of money to enhance solar panel technologies through R&D and brewing competition between solar panel manufacturers (Top Runner program) to speed up technological evolution for solar.
For example,
China invested $40.4 bn in solar power in 2018. If we are to consider that more than 60% of the world’s solar panels are made in China, it is easy to comprehend that China is critically invested in continuously improving solar energy technology, to arrest global demand.
China’s industrial policy takes credit for such focus on innovation. As a result, China recorded 150,000 renewable energy patents in 2016, 29% of the global total and the world’s top 11 solar panel manufacturers are now based in mainland China.
The U.S. has always been the forerunner in solar technology, considering that the U.S. first discovered the solar cell. In addition, the U.S. Department of Energy and Spectrolab invented the most efficient solar cell technology with a light-to-electricity conversion efficiency of 40% in 2007.
Understanding that the estimated value of solar power is projected to reach $422 bn by 2022, developing countries like Kenya invested $1.3 bn in renewable energy technologies a few years ago.
I believe that this clearly portrays how focusing on solar manufacturing, improving infrastructure, mandating best in class product use, and enforcement of quality guidelines in the solar energy industry can lead to innovation, which is important for faster adoption of solar.
Innovation in Technology
The major part of solar innovation has to be technological. Fortunately, solar power technology is much simplified than that of fossil fuel technology. Considering the rising population (7.6 bn currently), it is easy to comprehend that innovation is necessary to reduce space requirements, increase efficiency and reliability to make solar a mainstream energy source.
For that to happen Government of India needs to focus towards cross-country solar technological exchange (ISA is a decisive move by India in this regard), as agreement of technological collaboration will lead to rapid solar energy growth. Investing in technological development is also important, as it will build a better infrastructure for renewable energy development.
Besides, technology is not the only area where we need innovation to support solar. India must focus on establishing better financial support and solutions in the solar financing sector. The global private sector has shown interest to invest in solar R&D in India. However, flexible and innovative financial strategies are needed to enhance investor interest and allow foreign financial help commitments to turn into reality. Strategies like- providing tax deductions on R&D spend by solar power companies will surely encourage more investment in solar technology development.
Focusing on Quality
Focusing on quality is important to assure reliability and energy security from solar, which are the only way to increase green energy adoption in India.
Indian project developers rely on “self-defined” quality criteria to import more than 90% of solar modules for the domestic industry. Since modules contribute to more than 55% of the CAPEX required to build the solar power plant, the risk associated with poor module quality is therefore significant. Especially so, as the outflow in forex due to module import is several billion dollars every year.
The Government of India has recognised the risk and introduced the Bureau of Indian Standards (BIS) certification to ensure the quality of solar module used for projects in India. While it is an honest attempt to mitigate risks associated with poor quality, there are several reasons why these particular objectives are currently not being met.
What India needs immediately is a strong Government effort to drive quality in a more holistic manner rather than blindly follow the BIS certification route. Development of new standards for module testing for India-specific climatic condition is the need of the hour. Close monitoring of quality control processes on the shop floor in the Indian domestic manufacturer site is an assured way to confirm 100% quality assurance. Specific quality plans for mass manufacturing needs to be followed and deployed on shop floors in order to make this happen. Finally, a sure way to support domestic solar power manufacturing industry is to develop a robust and sustainable domestic supply chain, which will provide quality materials for manufacturing modules at competitive rates.
Way Forward
Therefore, as it appears through our discussion, innovation and quality focus is of great importance for India to finally accept solar energy as the reliable mainstream energy source we want it to be. The quicker the green energy shift has taken effect, the better it would be for India and the world. Moreover, the only way to make it happen is through investment, policy support, and taking immediate action to improve solar quality and encourage innovation.
Source: https://www.vikramsolar.com/focus-on-innovation-and-quality-always-goes-a-long-way/
submitted by vikramsolarpower to u/vikramsolarpower [link] [comments]

Daily Trading Thread - Thursday 2.15.18

Hi everyone! Thanks for joining. This sub is for active traders of crypto and stocks, those looking to make a fat YUGE profit. While all are welcome, we are more geared for traders with a serious mindset. Post your ideas for today here.
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Wiki: resources
FINVIZ HEATMAP - FINVIZ FUTURES - FOREX - NEWS FEED
FEB 15th THU Fear & Greed Index
Economic Calendar: Results & More
Time Release For Actual Expected Prior
8:30:00 AM Initial Claims 10-Feb-18 230K 227K 223K
8:30:00 AM Continuing Claims 3-Feb-18 1942K NA 1927K
8:30:00 AM PPI Jan 0.40% 0.40% 0.00%
8:30:00 AM Core PPI Jan 0.40% 0.20% -0.10%
8:30:00 AM Empire Manufacturing Feb 13.10 19.00 17.70
8:30:00 AM Philadelphia Fed Feb 25.80 22.00 22.20
9:15:00 AM Industrial Production Jan -0.10% 0.20% 0.40%
9:15:00 AM Capacity Utilization Jan 77.50% 78.00% 77.70%
10:00:00 AM NAHB Housing Market Index Feb - 72.00 73.00
10:30:00 AM Natural Gas Inventories 10-Feb-18 - NA NA
4:00:00 PM Net Long-Term TIC Flows Dec - NA NA
Ex-Dividend: Calendar
Ex- Div Company Amt Yield
AIV Aptmnt Inv REIT-A 0.38 0.04
AMP Ameriprise Fincl Rg 0.83 0.02
BG Bunge Rg 0.46 0.03
BRKL Brookline Bancor Rg 0.09 0.02
BTU Peabody Energy Rg 0.12 0.01
CF CF Industries Hl Rg 0.30 0.04
CHCT Comm Health REIT Rg 0.40 0.06
CMS CMS Energy Corp Rg 0.36 0.03
COST Costco Whsl Rg 0.50 0.05
CSBK Clifton Bancorp Rg 0.06 0.03
CVX Chevron Rg 1.12 0.04
DUK Duke Energy Rg 0.89 0.05
EMR Emerson Electric Rg 0.49 0.03
FDEF First Defiance F Rg 0.30 0.02
GEO GEO Group REIT Rg 0.47 0.14
GOOD Gladstone Com RE Rg 0.13 0.10
HCI HCI Group Rg 0.35 0.04
HCSG Healthcare Svcs Rg 0.19 0.02
HTLF Heartland Finl U Rg 0.13 0.01
INN Summit Hotel REI Rg 0.18 0.06
JEC Jacobs Engin Gro Rg 0.15 0.01
LSTR Landstar Systems Rg 0.15 0.02
MMM 3M Rg 1.36 0.02
MRT MedEquities REIT Rg 0.21 0.08
MSBI Midland Sts Banc Rg 0.22 0.03
MSCI MSCI Rg-A 0.38 0.01
MTX Minerals Technol Rg 0.05 0.00
NNBR NN Rg 0.07 0.01
NP Neenah Rg 0.41 0.02
NXST Nexstar Med Gr-A Rg 0.38 0.02
ODC Oil-Dri Corp of Rg 0.23 0.02
PBI Pitney Bowes Rg 0.19 0.06
PPG PPG Industries Rg 0.45 0.02
PRK Park National Rg 0.94 0.04
PZN Pzena Inv Mgt Rg-A 0.42 0.00
RGC REGAL ENTERTAIN-A 0.22 0.04
SIX Six Flags Entmt Rg 0.78 0.04
TECH Bio-Techne Rg 0.32 0.01
UTX Utd Techs Rg 0.70 0.02
V Visa Rg-A 0.21 0.01
WRK WestRock Rg 0.43 0.03
WTR Aqua America Rg 0.20 0.02
Earnings Reports: Morningstar Earnings Calendar & Results
Company Release Est. EPS Company Release Est. EPS
Aaron's (AAN) Morning 0.55 Incyte (INCY) Morning -0.52
AEGON (AEG) Morning N/A Kimco Realty (KIM) Morning 0.38
ALLETE (ALE) Morning 0.75 Landmark Infrastructure Partners (LMRK) Morning 0.14
AMN Healthcare Services (AMN) Afternoon 0.63 Liberty Global plc - Class A (LBTYA) Afternoon 0.08
Andeavor (ANDV) Afternoon 1.27 Liberty Global plc - Class B (LBTYB) Morning N/A
Andeavor Logistics (ANDX) Afternoon 0.80 Liberty Global plc - Class C (LBTYK) Morning N/A
Ares Management (ARES) Morning 0.48 LifePoint Health (LPNT) Morning 0.82
Astronics (ATRO) Morning 0.46 LogMeIn (LOGM) Afternoon 1.17
Avon Products (AVP) Morning 0.07 Materion (MTRN) Morning 0.38
Bank of N.T. Butterfield & Son (NTB) Morning 0.76 Maxwell Technologies (MXWL) Afternoon -0.13
Barnes Group (B) Morning 0.68 Mercer International (MERC) Afternoon 0.40
Blackline (BL) Afternoon -0.09 MRC Global (MRC) Afternoon 0.04
Bloomin' Brands (BLMN) Morning 0.38 Mulesoft (MULE) Afternoon -0.19
Blucora (BCOR) Morning -0.25 National Health Investors (NHI) Morning 0.91
Brookfield Asset Management (BAM) Morning 0.15 Nice (NICE) Morning 0.77
Build-A-Bear Workshop (BBW) Morning 0.34 NMI (NMIH) Afternoon 0.17
CBIZ (CBZ) Morning 0.01 Omnicom Group (OMC) Morning 1.54
CBS (CBS) Afternoon 1.20 PBF Energy (PBF) Morning 0.21
CBS (CBS.A) Afternoon N/A PBF Logistics (PBFX) Morning 0.59
Cenovus Energy (CVE) Morning 0.10 PDF Solutions (PDFS) N/A 0.11
Chesapeake Lodging Trust (CHSP) Morning 0.21 Pool (POOL) Morning 0.17
Cincinnati Bell (CBB) Morning 0.09 Precision Drilling (PDS) Morning -0.08
Ciner Resources (CINR) Afternoon 0.55 Regal Entertainment Group (RGC) Afternoon 0.33
Cloud Peak Energy (CLD) Afternoon -0.05 Reliance Steel & Aluminum (RS) Morning 1.00
Coca-Cola European Partners (CCE) Morning 0.55 Relx (RELX) Afternoon N/A
Cognex (CGNX) Afternoon 0.25 Rewalk Robotics (RWLK) Morning -0.29
Columbia Property Trust (CXP) Afternoon -0.03 Rice Midstream Partners (RMP) Afternoon 0.36
Commscope (COMM) Morning 0.47 Shake Shack (SHAK) Afternoon 0.06
Consolidated Edison (ED) Afternoon 0.75 Shopify Inc (US) (SHOP) Morning -0.12
Cooper-Standard (CPS) Afternoon 3.18 Sleep Number (SNBR) Afternoon 0.20
CRA International (CRAI) Morning 0.37 Sonoco Products (SON) Morning 0.73
Cray (CRAY) Afternoon 0.22 Spectra Energy Partners (SEP) Afternoon 0.86
CubeSmart (CUBE) Afternoon 0.19 SPX (SPXC) Afternoon 0.61
Cyberark Software (CYBR) Morning 0.36 Textainer Group (TGH) Morning 0.19
DDR (DDR) Morning 0.02 TransCanada (TRP) Afternoon 0.63
DENTSPLY SIRONA (XRAY) Morning 0.82 TreeHouse Foods (THS) Morning 0.93
Dynagas LNG Partners (DLNG) Afternoon 0.19 Trinity Industries (TRN) Afternoon 0.42
Encana (ECA) Morning 0.11 TrueCar (TRUE) Afternoon 0.01
EQT (EQT) Morning 0.22 Turkcell Iletisim Hizmetleri A.S. (TKC) Afternoon N/A
EQT GP (EQGP) Morning 0.27 U.S. Global Investors (GROW) Morning N/A
EQT Midstream Partners (EQM) Morning 1.49 US Foods (USFD) Morning 0.36
Flowserve (FLS) Afternoon 0.52 Washington Real Estate Investment Trust (WRE) Afternoon 0.44
Fortis (FTS) Morning 0.49 Waste Management (WM) Morning 0.83
Global Payments (GPN) Morning 1.06 West Pharmaceutical Services (WST) Morning 0.63
Globant (GLOB) Afternoon 0.26 Western Gas Equity Partners (WGP) Afternoon 0.40
Hardinge (HDNG) Morning N/A Yamana Gold (AUY) Afternoon 0.03
Hecla Mining (HL) Morning 0.02 Yandex (YNDX) Morning 0.27
Huntington Ingalls Industries (HII) Morning 2.93 Zoetis (ZTS) Morning 0.66
Icon (ICLR) Morning 1.41
PRE-MARKET MOVERS: $MBRX $AMAG $SEDG $SHLD $ARGS $TRIP $ATRS $SHLM $TEVA $CTL $MARA $CSCO $YINN $YNDX $RIOT $PAH $DPW $DGAZ
ROCKET BOT - FINVIZ TOP GAINERS - FINVIZ TOP LOSERS
Crypto Watch List: BTC LTC ETH WTC ETC XRB PPT GAS NEO XRP SALT LEND ICX FUN STEEM VEN XLM XVG OMG POE EOS SC ZCL
COIN MARKET CAP - COINDESK NEWS - RISING/FALLING
Disclaimer: The opinions in this thread and forum are solely the opinions of the individual account holders and contributors. The info should not be regarded as investment advice or as a recommendation of any particular security. All investments entail risks. As with most things in life, caveat emptor.
submitted by theprofitgod to The_Profit [link] [comments]

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Live Trading In Progress - Reliance, Auropharma and Nifty - 17K already booked- 07Sep18

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