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Former investment bank FX trader: News trading and second order thinking part 2/2

Former investment bank FX trader: News trading and second order thinking part 2/2
Thanks for all the upvotes and comments on the previous pieces:
From the first half of the news trading note we learned some ways to estimate what is priced in by the market. We learned that we are trading any gap in market expectations rather than the result itself. A good result when the market expected a fantastic result is disappointing! We also looked at second order thinking. After all that, I hope the reaction of prices to events is starting to make more sense to you.

Before you understand the core concepts of pricing in and second order thinking, price reactions to events can seem mystifying at times
We'll add one thought-provoking quote. Keynes (that rare economist who also managed institutional money) offered this analogy. He compared selecting investments to a beauty contest in which newspaper readers would write in with their votes and win a prize if their votes most closely matched the six most popularly selected women across all readers:
It is not a case of choosing those (faces) which, to the best of one’s judgment, are really the prettiest, nor even those which average opinions genuinely thinks the prettiest. We have reached the third degree where we devote our intelligences to anticipating what average opinion expects the average opinion to be.
Trading is no different. You are trying to anticipate how other traders will react to news and how that will move prices. Perhaps you disagree with their reaction. Still, if you can anticipate what it will be you would be sensible to act upon it. Don't forget: meanwhile they are also trying to anticipate what you and everyone else will do.

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 trimming position effect
  • Reversals
  • Some key FX releases

Preparing for quantitative and qualitative releases

The majority of releases are quantitative. All that means is there’s some number. Like unemployment figures or GDP.
Historic results provide interesting context. We are looking below the Australian unemployment rate which is released monthly. If you plot it out a few years back you can spot a clear trend, which got massively reversed. Knowing this trend gives you additional information when the figure is released. In the same way prices can trend so do economic data.

A great resource that's totally free to use
This makes sense: if for example things are getting steadily better in the economy you’d expect to see unemployment steadily going down.
Knowing the trend and how much noise there is in the data gives you an informational edge over lazy traders.
For example, when we see the spike above 6% on the above you’d instantly know it was crazy and a huge trading opportunity since a) the fluctuations month on month are normally tiny and b) it is a huge reversal of the long-term trend.
Would all the other AUDUSD traders know and react proportionately? If not and yet they still trade, their laziness may be an opportunity for more informed traders to make some money.
Tradingeconomics.com offers really high quality analysis. You can see all the major indicators for each country. Clicking them brings up their history as well as an explanation of what they show.
For example, here’s German Consumer Confidence.

Helpful context
There are also qualitative events. Normally these are speeches by Central Bankers.
There are whole blogs dedicated to closely reading such texts and looking for subtle changes in direction or opinion on the economy. Stuff like how often does the phrase "in a good place" come up when the Chair of the Fed speaks. It is pretty dry stuff. Yet these are leading indicators of how each member may vote to set interest rates. Ed Yardeni is the go-to guy on central banks.

Data surprise index

The other thing you might look at is something investment banks produce for their customers. A data surprise index. I am not sure if these are available in retail land - there's no reason they shouldn't be but the economic calendars online are very basic.
You’ll remember we talked about data not being good or bad of itself but good or bad relative to what was expected. These indices measure this difference.
If results are consistently better than analysts expect then you’ll see a positive number. If they are consistently worse than analysts expect a negative number. You can see they tend to swing from positive to negative.

Mean reversion at its best! Data surprise indices measure how much better or worse data came in vs forecast
There are many theories for this but in general people consider that analysts herd around the consensus. They are scared to be outliers and look ‘wrong’ or ‘stupid’ so they instead place estimates close to the pack of their peers.
When economic conditions change they may therefore be slow to update. When they are wrong consistently - say too bearish - they eventually flip the other way and become too bullish.
These charts can be interesting to give you an idea of how the recent data releases have been versus market expectations. You may try to spot the turning points in macroeconomic data that drive long term currency prices and trends.

Using recent events to predict future reactions

The market reaction function is the most important thing on an economic calendar in many ways. It means: what will happen to the price if the data is better or worse than the market expects?
That seems easy to answer but it is not.
Consider the example of consumer confidence we had earlier.
  • Many times the market will shrug and ignore it.
  • But when the economic recovery is predicated on a strong consumer it may move markets a lot.
Or consider the S&P index of US stocks (Wall Street).
  • If you get good economic data that beats analyst estimates surely it should go up? Well, sometimes that is certainly the case.
  • But good economic data might result in the US Central Bank raising interest rates. Raising interest rates will generally make the stock market go down!
So better than expected data could make the S&P go up (“the economy is great”) or down (“the Fed is more likely to raise rates”). It depends. The market can interpret the same data totally differently at different times.
One clue is to look at what happened to the price of risk assets at the last event.
For example, let’s say we looked at unemployment and it came in a lot worse than forecast last month. What happened to the S&P back then?

2% drop last time on a 'worse than expected' number ... so it it is 'better than expected' best guess is we rally 2% higher
So this tells us that - at least for our most recent event - the S&P moved 2% lower on a far worse than expected number. This gives us some guidance as to what it might do next time and the direction. Bad number = lower S&P. For a huge surprise 2% is the size of move we’d expect.
Again - this is a real limitation of online calendars. They should show next to the historic results (expected/actual) the reaction of various instruments.

Buy the rumour, sell the fact

A final example of an unpredictable reaction relates to the old rule of ‘Buy the rumour, sell the fact.’ This captures the tendency for markets to anticipate events and then reverse when they occur.

Buy the rumour, sell the fact
In short: people take profit and close their positions when what they expected to happen is confirmed.
So we have to decide which driver is most important to the market at any point in time. You obviously cannot ask every participant. The best way to do it is to look at what happened recently. Look at the price action during recent releases and you will get a feel for how much the market moves and in which direction.

Trimming or taking off positions

One thing to note is that events sometimes give smart participants information about positioning. This is because many traders take off or reduce positions ahead of big news events for risk management purposes.
Imagine we see GBPUSD rises in the hour before GDP release. That probably indicates the market is short and has taken off / flattened its positions.

The price action before an event can tell you about speculative positioning
If GDP is merely in line with expectations those same people are likely to add back their positions. They avoided a potential banana skin. This is why sometimes the market moves on an event that seemingly was bang on consensus.
But you have learned something. The speculative market is short and may prove vulnerable to a squeeze.

Two kinds of reversals

Fairly often you’ll see the market move in one direction on a release then turn around and go the other way.
These are known as reversals. Traders will often ‘fade’ a move, meaning bet against it and expect it to reverse.

Logical reversals

Sometimes this happens when the data looks good at first glance but the details don’t support it.
For example, say the headline is very bullish on German manufacturing numbers but then a minute later it becomes clear the company who releases the data has changed methodology or believes the number is driven by a one-off event. Or maybe the headline number is positive but buried in the detail there is a very negative revision to previous numbers.
Fading the initial spike is one way to trade news. Try looking at what the price action is one minute after the event and thirty minutes afterwards on historic releases.

Crazy reversals


Some reversals don't make sense
Sometimes a reversal happens for seemingly no fundamental reason. Say you get clearly positive news that is better than anyone expects. There are no caveats to the positive number. Yet the price briefly spikes up and then falls hard. What on earth?
This is a pure supply and demand thing. Even on bullish news the market cannot sustain a rally. The market is telling you it wants to sell this asset. Try not to get in its way.

Some key releases

As we have already discussed, different releases are important at different times. However, we’ll look at some consistently important ones in this final section.

Interest rates decisions

These can sometimes be unscheduled. However, normally the decisions are announced monthly. The exact process varies for each central bank. Typically there’s a headline decision e.g. maintain 0.75% rate.
You may also see “minutes” of the meeting in which the decision was reached and a vote tally e.g. 7 for maintain, 2 for lower rates. These are always top-tier data releases and have capacity to move the currency a lot.
A hawkish central bank (higher rates) will tend to move a currency higher whilst a dovish central bank (lower rates) will tend to move a currency lower.
A central banker speaking is always a big event

Non farm payrolls

These are released once per month. This is another top-tier release that will move all USD pairs as well as equities.
There are three numbers:
  • The headline number of jobs created (bigger is better)
  • The unemployment rate (smaller is better)
  • Average hourly earnings (depends)
Bear in mind these headline numbers are often off by around 75,000. If a report comes in +/- 25,000 of the forecast, that is probably a non event.
In general a positive response should move the USD higher but check recent price action.
Other countries each have their own unemployment data releases but this is the single most important release.

Surveys

There are various types of surveys: consumer confidence; house price expectations; purchasing managers index etc.
Each one basically asks a group of people if they expect to make more purchases or activity in their area of expertise to rise. There are so many we won’t go into each one here.
A really useful tool is the tradingeconomics.com economic indicators for each country. You can see all the major indicators and an explanation of each plus the historic results.

GDP

Gross Domestic Product is another big release. It is a measure of how much a country’s economy is growing.
In general the market focuses more on ‘advance’ GDP forecasts more than ‘final’ numbers, which are often released at the same time.
This is because the final figures are accurate but by the time they come around the market has already seen all the inputs. The advance figure tends to be less accurate but incorporates new information that the market may not have known before the release.
In general a strong GDP number is good for the domestic currency.

Inflation

Countries tend to release measures of inflation (increase in prices) each month. These releases are important mainly because they may influence the future decisions of the central bank, when setting the interest rate.
See the FX fundamentals section for more details.

Industrial data

Things like factory orders or or inventory levels. These can provide a leading indicator of the strength of the economy.
These numbers can be extremely volatile. This is because a one-off large order can drive the numbers well outside usual levels.
Pay careful attention to previous releases so you have a sense of how noisy each release is and what kind of moves might be expected.

Comments

Often there is really good stuff in the comments/replies. Check out 'squitstoomuch' for some excellent observations on why some news sources are noisy but early (think: Twitter, ZeroHedge). The Softbank story is a good recent example: was in ZeroHedge a day before the FT but the market moved on the FT. Also an interesting comment on mistakes, which definitely happen on breaking news, and can cause massive reversals.

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11-04 14:33 - 'DIFFERENCE BETWEEN KRATSCOIN AND BITCOIN' (self.Bitcoin) by /u/xia112 removed from /r/Bitcoin within 3-13min

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• The indivisible minimum KRATSCOIN unit is 0.00001 instead of 0.00000001 to denominate realistic currency rates in FOREX. Denomination cannot be determined or dictated by the value of a currency. If KRATSCOIN is valued at USD10,000.00 then the smallest unit of KRATSCOIN at 0.00001 = USD0.10 and nothing smaller than USD0.10 in KRATSCOIN.
Example: If USD1.00 = THB30.00 and the smallest denomination of USD is USD0.10, then a USD0.10 which is THB3.00, is unable to buy a piece of candy at THB1.00. Thus the USD must be converted into a smaller currency of THB in order to buy the THB1.00 candy.
• KRATSCOIN is in-line with standard International Foreign Currency Exchange Practice at indivisible minimum unit 0.00001.
• Each KRATSCOIN is equipped with a 13 digit “SERIAL CODES AND NUMBERS” and there will be a total of 2,100,000,000,000 SERIAL CODES in total.
Example1: 1st KRATSCOIN = AKDJFYRS.00000 Example2: 1st Fraction from 1st KRATSCOIN = AKDJFYRS.00001 Example3: 2nd Fraction from 2nd KRATSCOIN = AKDJFYRS.00002 Example4: Last KRATSCOIN = DLXVZKWR.00000 Example5: 1st Fraction from Last KRATSCOIN = DLXVZKWR.00001 Example6: 2nd Fraction from Last KRATSCOIN = DLXVZKWR.00002
• In Year 2015, Silk Road in DeepWeb utilization of Bitcoin in their transactions amounts to USD1.2billion spanning over 950,000 users. One may argue that Bitcoin is most utilized by the black market, which then maintains its value and worth among other factors. However, the USD1.2bil a year over 950,000 users are far fetch from the Legitimate Users in comparison. Bitcoin transactions runs into USD40.0bil in recent Legitimate Crypto Exchanges. In summary, legitimate transaction of crypto currencies is many times larger use in illegal transactions.
DIFFERENCE BETWEEN FIAT AND CRYPTO:
• Fiat Currency is backed by Governments/Countries itself. What determines the value of a currency is the economic health, demand, growth, political stability to name a few, of the respective country. Before 1930, most fiat currencies were backed by gold and silver.
• Since 1971, U.S. citizens have been able to utilize Federal Reserve Notes as the only form of money that for the first time had no currency with any gold or silver backing. This is where you get the saying that U.S. dollars are backed by the “full faith and credit” of the U.S. Government - quoted in google.com.
• What backs crypto value is purely supply and demand. The demand creation of a crypto is its sole objective. To create demand, the crypto has to have a purpose. And most purpose commonly promoted is utility. The number of ways you can utilize the said crypto. The more utilization factors the more demand there is for it.
• There are other ways to substantiate value of a crypto and that is to back the crypto with a 1 to 1 ratio in assets or in USD. Then the question is, how 3,000 crypto currencies in circulation be monetary eco sustainable? Can anyone imagine walking into McDonald and view a chart of 3,000 different pricing? Which also means the crypto is a payment gateway pegging against USD instead of bearing any true characteristic of a currency.
• A country’s currency is in its own legit form of legal tender, the only currency acceptable under financial sovereigns of a country. People in the world must be made to understand that. Retailers in Thailand cannot put up products price tags in EUROS/USD, it is illegal. It has to be in Thai Baht.
• It is hardly imaginable for everyone in the world to retail with a Crypto-Currencies at a rate of 7 transactions per second. When mining nodes are reduced due to non-performing mining ratio, mining blocks in the Blockchain will significantly be limited too, rendering delays in transactions while usage increases.
• In time to come, as trends of crypto picks up, Thailand can issue BAHT COIN or UK the STERLING COIN, exactly what China wishes to do. Digital RMB, but would such crypto currencies be fully decentralized? We all have our answers. Absurd to even think of producing Thai Baht, Pound Sterling or Chinese Yuan at the cost of electricity. It is currencies in digital forms.
KRATSCOIN is not meant for that purpose. In some opinion, apart from utilization, a crypto can be for safekeeping, an entity for keeping money while allowing easy liquidation, at a click of a mobile button, not to mention sending or transferring without the trouble of going to banks, which was the original purpose of Bitcoin to begin with. Therefore, KRATSCOIN would be better termed as Crypto Commodity, sharing similarities as Metal Commodities.
An individual cannot use gold to make a purchase, neither can one eat gold. It can only be kept or invest in for appreciative value over time. Gold is being exampled for its scarcity which reasons for its higher value over its cousin, silver or bronze. Who or what determines the value of gold? Just like any other crypto, demand by humanity. As in all other commodities, it must also be placed in checks by governments. To put in checks, serial numbers are introduced to protect a country’s commodities outflows or illegal exports.
Humanity made Bitcoin a reality. Acceptance by the majority members of the public made Bitcoin to what is it today with the trust they entrusted it with, or is the majority public hopping on the band wagon to make a few quick extra bucks? Whatever the reasons are, the characteristics of Crypto Currencies are only matched by the behavior of Commodities.
SERIALIZED COINS - WHAT IT MEANS FOR THE PUBLIC: Every currency has its own remarkable name, design and colors. Dollars, Euros, Pound, Tugrik, Peso, Rupee, Rupiah, Dina, Ringgit, Baht and the list carries on. One thing every currency have in common - Serial Numbers.
In any crime, investigators will firstly establish motives and mode of operation, both of which are very likely related to money. So following the money trial is a natural thing to do for investigators/authorities and it has become a common practice. Crimes require funding ie robbers need money to buy guns to carry out its robbing activities. Cutting off financing will reduce criminal activities. That’s the approach governments of the WORLD have adopted for crime fighting.
Perhaps people do not realize this while most do not feel the pinch. Humanity tends to take life for granted until apocalypse happens. Take a minute to visualize the tallest tower in your homeland collapse into a pile of dust with thousands of casualties effecting everything else that comes to mind. Imagine a family member, just 1 is enough, is among those casualties.
• Imagine if monetary system is not in place and drug dealers, among many, roam the earth freely distributing what can be death threatening substance to your kids. What if you are mugged of your inheritance [items left to you by your father] that is beyond retrieval? As for crypto enthusiast, what if your wallet gets hacked as even the mighty Pentagon gets hacked. All the above can go away if the crypto system leaves a trail for hound dogs to sniff out. Money Trail or Serial Codes Trail to be exact.
• Citizens rely on governments and their countries to do what is best for them to lead their daily lives, flourish, advance, improve and strive but at the same time, citizens want to take away the single most important thing deemed crucial in the hierarchy of humanity from governments with additional boastful remarks such as “I transferred $400 million from one corner of the earth to another corner in a single transaction and no governments can do anything about it”.
• In-short, to boast unregulated financial movement is to arrogantly promote crime without realizing it while challenging the world’s monetary authority. Oldest advice in the book teaches us never to pick a fight we can’t win.
• Serial Coded Coins does not take away the financial movement freedom nor does it take away your privacy. It merely provides Authorities the necessary means needed for crime prevention and fighting. It only re-inforce security and safety. SERIALIZED COINS - WHAT IT MEANS FOR GOVERNMENTS: • Governments are relentlessly trying to find new ways to keep track of crypto transactions. Crypto Currency Exchanges, just like all other Financial Institutions and Banks, are required to practice the most stringent Know Your Customer (widely known as KYC) process. The KYC is designed to provide governing agencies and authorities with information pertaining to crypto ownerships.
• But no governments can have information on Peer-to-Peer (also known as P2P) transactions unless the government in question launch a full scale Federal Investigation on certain suspected individuals seeking Wallet Developers to unveil the ownership of certain wallet addresses. Do not forget, National and Global Security trumps Privacy Act. Refusal to co-operate under the pretext of Global or National Security will only result in an out-right ban, which is exactly what happened to Blackberry.
• Questions to Governments – What if Wallet Developers or Crypto Exchanges shuts down which can happen for various reasons be it foul-play, sinister or forcefully under threat? What if servers are damaged and ruined? An EMP strike or a simple magnet can make it happen. Information/identities of suspected customers of such addresses shall be lost forever and along with it the Money Trial.
• The most probable way of evading Authorities with crypto assets are developing an e-wallet for own illicit purpose. Since the cost of developing an e-wallet is relatively low in considerable cost to hiding, what can governments do to flush out these ants from the vast networks of tunnels?
• With Serialized Coded Crypto Assets, it doesn’t matter if servers of Exchanges or Wallets are destroyed. The Serial Codes of each token/coin enables governments of every participating country to track both origin and destination by identifying records of each token/coin in wallet address. It can disappear into a cold wallet but emerging some place later yet Authorities can still detail which particular token/coin has at one moment of time been into which wallet, on what day and date.
• If the battle of financial crimes can be resolved with a simple Serialize Coded Crypto Asset, the eradication of corruptions, money laundering, unlawful proceeds and terrorism financing will be made possible. Criminals can no longer exploit the genius creation of Sathoshi – Blockchain and Crypto-Currencies.
• Global Security, Anti-Terrorism Financing and Money Laundering could just be excuses granting government agencies the need to have access to financial information in the Monetary System. Nonetheless, it is in the interest of every nation that capital outflow is controlled. Capital Outflow is most frequent when the economy of a country is deteriorating. In the face of an economy meltdown, monetary flow is most needed and yet citizens tend to transfer monies further away illegally from their own country in an act of selfishness. This would not be tolerated by any country. Serial Coded Coin shall prove this attempt futile.
• In most part of Asian Countries, many crypto-currency mining operations are carried out illegally. The legality sits on thin fine line where Authorities can pin only stealing of electricity as a major concern to the respective country. Since most Power Companies belongs to the Country in one way or another, it is financially damaging to Power Producers and Utility Suppliers. Serial Codes can determine if the KRATSCOIN is mined legally or illegally making it difficult for miners or mining farms to mine crypto while avoiding making electricity payments. Will this deterrent disrupt the chain of KRATSCOIN supply? That’s not how Blockchain Tech works. TAXATIONS - WHAT IT MEANS FOR PUBLIC AND GOVERNMENTS: • Taxation cannot be imposed on “Illegal & Unlawful Proceeds” instead confiscation is enforced in many countries. Origins or proceeds of Serialized Coded Crypto Assets can be easily identified by the Serial Codes in-conjunction with the Blockchain. This exercise can evidently proof the legitimacy of the aforesaid token/coin. By “Illegal & Unlawful Proceeds” also refers to crypto coins obtained via illegal mining operations.
• Taxation on Crypto Assets are calculated on profits deriving from the sale/disposal of the crypto Assets. If we are small crypto believers, the amount of taxation rendered by Inland Revenue will be insignificant. Why risk Freedom of Life over Freedom of Small Monies. If we are big crypto believers, taxation on Serialized Coded Coins can be considered added security to your assets protection.
• By adopting Serialized Crypto Assets, declaration is made easily possible via proof of token/coin origin via the Blockchain. If the Authorities can know where our crypto assets come from, the Authorities will know where it will disappear to. It is taxation cum insurance in one tiny sum. This added security with freedom feature will encourage self-declarations of crypto assets to Authorities and Agencies. PRIVACY & ANONIMITY: • Many may be skeptical of their wealth being tracked and monitored. But in this era of technological advance society, everything we touches has our signature. Banks, iPhones, Samsung Mobiles, Google, Facebook, Whatsapp, WeChat, LINE, Viber, Facebook, Properties, Utilities. Almost everything. It is to this fact that there is a need for Privacy Protection Act.
• As explained before, Crypto Currency Exchange KYC procedures is designed to expose the identity of Crypto Assets ownership. The Blockchain is supposed to serve as a transparent information platform. The question of privacy over Serialized Coded Coins does not exist, it does not make Serialized Coded Coins ownership any less private.
• Ownership of wallet addresses shall always remain anonymous while the only way Authorities can get to it is through Wallet Developers by virtue of Global/National Security Threats or by a Court Order as per the Privacy Protection Act. SAFETY & SECURITY (CODED CRYPTO VS FIAT + COMMODITIES): • No human mind can memorize the millions of serial numbers printed on fiat currencies. The records of Serialized Coded Coins will forever be in the Blockchain embedded within each transaction from wallet to wallet.
• Serialized Commodities such as gold can be melted down. Diamonds recrafted. Fiat double printed. But not Serialized Coded Crypto Assets.
• Should an accessory system be added into the KRATSCOIN Blockchain, allowing reports on criminal activity be made within the Blockchain, notifying all ledgers of certain stolen Serial Coded Coins, enabling WARNINGS and forbidding next transaction of that particular Serial Coded Coin, wouldn’t this function enhance protection. A theft deterrent function which can never be achieved with physical gold, diamonds or fiat. KRATSCOIN SUMMARY: • Most crypto currencies have not reach a level of security alert for governments. This could be the only reason why a possible ban has not been discussed. China and India has begun efforts to control or ban crypto currencies in their quest to combat capital outflow, writer’s personal opinion. The EU has stopped Libra from implementation. “A company cannot be allowed Authoring Power for issuance of currencies” quoted the governments. KRATSCOIN is fully decentralized with no ownership nor control by any country, company or individual. Once again, the beauty of Bitcoin decentralization concept prevails.
• “There is no such thing as a world currency. However, since World War II, the dominant or reserve currency of the world has been the U.S. dollar” quoted in google.com.
• Most countries have “Foreign Reserves” as backing to a country’s fiat currency. It is a mean of “back up” attempt should all factors above mentioned leading to the value of their currencies collapse. Then what will happen if the Country of the Foreign Reserves collapse?
• Serial Coded KRATSCOIN belongs to no one, no country, no company and therefore theoretically shall not be effected by politics, war or global economy meltdown yet everyone, every country and every government is able to benefit from KRATSCOIN.
"Quoted by" [[link]6 [[link]7 [[link]8 [[link]9 [[link]10
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DIFFERENCE BETWEEN KRATSCOIN AND BITCOIN
Go1dfish undelete link
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Author: xia112
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Unknown links are censored to prevent spreading illicit content.
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What Is Trend Line (Nepali Tutorial) Lesson 11

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