How to Use an Arbitrage Strategy in Forex Trading?

How to Calculate Arbitrage in Forex

How to Calculate Arbitrage in Forex submitted by cryptodev to cryptodev [link] [comments]

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How to use a Forex Robot

How to use a Forex Robot
https://preview.redd.it/p9ga08w641121.jpg?width=600&format=pjpg&auto=webp&s=2e6efec7a84f437fab19c8d2e65a737bfbc3d38f
What Is an Algorithm or Forex Robot?
In its simplest form, an algorithm is a list of steps needed to solve a problem. When referring to algorithmic trading, we refer to steps written in machine language so that a computer can understand what you want and execute trades on behalf of you and your goals. An algorithm spans multiple functions outside of trading but either way the algorithmis used; it has a clear purpose to help compute large datasets in an efficient manner while abiding by key rules to help ensure the desired outcome. Algorithms accomplish this feat without having to worry about human biases or mental fatigue and high-level and high-frequency decision-making.
-Algorithm Trading Styles
The following list is not inclusive but does cover many commonly used strategies and styles in algorithmic trading:
Mean Reversion: Reverting to the mean takes the idea that an extended move away from a long-term average is likely short-term and due for a reversion or retracement. Algorithms that quantify extended moves based on an oscillator will utilize the average price over a set time and use that level as a target. There many popular tools and calculations for quantifying an extension that is due to revert but risk management must also be included in the algorithm encasing new trend is developing.
Trend following: Trend following is the first, and still very popular technique of algorithmic-based momentum investing. Trends are easy to see, but can be hard to trade without the help of an algorithm. Because algorithms take over for the mind and the minds inherent biases, many of the fears that plague discretionary trend followers do not effect algorithms. A common fear when riding a strong trend is that it is about to turn or end, but that fear is often unfounded. One of the first widely followed trend following algorithms looked to buy a 20-day price breakout and hold that trade until a 20-day price low took them out of the trade. The traders who have and still do employ this algorithmic approach and other similar approaches are often amazed at how long the strongest trends extend that they would have likely exited had their algorithms not managed the trade and exit on their behalf.
News Trading: Another popular style of trading in the archaic world of discretionary trading that now belongs to the Quants is news trading. These strategies scan high important news events and calculate what type of print relative to prior news events and expectations would be needed to place a trade. As you can imagine, the efficiency of receiving the data and calculating whether a trade should be placed in entering that trade is of key focus. This form of algorithmic trading often gets the lion share of media’s attention.
Arbitrage:Arbitrage is a word that has multiple meetings and strategies built around the concept. Historically, you could have euros trading in London at a different price than in New York so that a trader could buy the lower and sell the higher until equilibrium had been established. Nowadays, arbitrage algorithm strategies are more geared to highly correlated assets whose underlying fundamental effects are very similar. When a wide spread in value between the highly correlated assets are recognized, the algorithm will either by the lower and or sell the higher until an equilibrium is met similar to the mean reversion strategy.
High-Frequency Trading and Scalping: For our purposes, will look at these as synonymous even though trading desks and hedge funds view them separately. True high-frequency trading attempts to beat out other traders to the thousand of a second and to do so some firms position their computers next door to an exchange to see in one millisecond faster than a competitor if something is rising by a penny.
Unless you’re looking to buy a house next to the New York Stock Exchange to compete with billion-dollar hedge funds, short-term trading or scalping is likely more up your alley. Even this term has evolved over time whereas traders use to look to make profits on the difference in the bid-ask spread but now has taken a wider meeting for very short-term traits.
For more information about algorithmic trading, click here
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Dual Thrust Trading strategy

Dual Thrust Trading strategy
Abstract
The Dual Thrust trading algorithm is a famous strategy developed by Michael Chalek. It has been commonly used in futures, forex and equity markets. The idea of Dual Thrust is similar to a typical breakout system, however dual thrust uses the historical price to construct update the look back period - theoretically making it more stable in any given period. www.fmz.com
In this tutorial we give an instruction details to the strategy and show how to implement this algorithm on FMZ. After pulling in the historical price of the chosen trading pairs, the range is calculated based on the close, high and low over the most recent N-days. A position is opened when the market moves a certain range from the opening price. We tested the strategy on individual trading pairs under two market states a trending market and range bound market. The results suggest this momentum trading system works better in trending market but will trigger some fake buy and sell signals in much more volatile market. Under the range bound market, we can adjust the parameters to get better return. As a comparison of individual trading pairs, we also implemented the strategy on BTC/USDT. The result suggested that the strategy beat the market.
Its logical prototype is one of the more common Day trading strategies. The opening range breakout strategy is based on today's opening price plus or minus a certain percentage of yesterday's amplitude to determine the upper and lower rails. When the price breaks through the upper track, it will buy long, and when it breaks the lower track, it will sell short.
The basic principle of this strategy www.fmz.com
  1. after the market closed today, calculate two values: the highest price - the closing price, and the closing price - the lowest price. Then take the one which is larger in these two values, multiply this value by 0.7. let’s call it value K. The result is called the trigger value.
  2. after the market opening tomorrow, record the opening price, then buy immediately when the price exceeds (opening price + trigger value), or sell short when the price is lower than (opening price - trigger value).
  3. This strategy has no clear stop loss. This system is a reverse system, that is, if there is a short position order holding at the price exceed the (open + trigger value), then it will send two buying order (one to close the wrong position, another one to open the new position for the right direction). For the same reason, if there is a long position order holding at the price lower the (opening-trigger value), then it will send two selling order.
Which by mathematical expiation is :
range=max(HH−LC,HC−LL)
The long signal is calculated by
cap=open+K1×Rangecap=open+K1×Range
. The short signal is calculated by
floor=open–K2×Rangefloor=open–K2×Range
where K1 and K2 are the parameters. When K1 is greater than K2, it is much easier to trigger the long signal and vice versa. For demonstration, here we choose K1 = K2 = 0.5. In live trading, we can still use historical data to optimize those parameters or adjust the parameters according to the market trend. K1 should be small than k2 if you are bullish on the market and k1 should be much bigger if you are bearish on the market.
www.fmz.com
This system is a reversal system, so if the investor holds a short position when the price breaks the cap line, the short margin should be liquidated first before opening a long position. If the investor holds a long position when the price breaks the floor line, the long margin should be liquidated first before opening a new short position.
Dual Thrust has made improvements in this opening range breakthrough strategy: www.fmz.com
  1. In the range setting, the four price points of the previous N days are introduced, so that the range in a certain period is relatively stable, and can be applied to the daytime trend tracking;
2, Dual Thrust for the buying long and selling short trigger conditions, consider the asymmetric amplitude, long and short reference Range can choose a different number of cycles, can also be determined by parameters K1 and K2. When K1K2, the short position is relatively easy to be triggered.
Therefore, when using this strategy, on the one hand, you can refer to the optimal parameters of historical data testing. On the other hand, you can start to adjust K1 and K2 in stages according to your own judgment of the post-trend or from other major cycle technical indicators.
This is a typical trading way of waiting for signals, entering the market, arbitrage, and leaving the market, but the effect is outstanding. www.fmz.com
www.fmz.com
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How Fed Funds Rate Works (and Why Forex Traders Should Care)

The aim of this post is to show how the current federal funds rate operation differs from its pre-crisis model and how it is important to Forex traders.

Before 2008

When things were simple (before 2008), the Federal Reserve set its target federal funds rate (FFR) as a single number and made sure that the effective federal funds rate (EFFR) is at the target level by performing open market operations (OMO). Those OMO normally included repurchase agreements (repo or RP) to temporarily increase the reserves supply in the federal funds market (FFM) (and thus reduce the demand and the EFFR) and reverse repurchase agreements (RRP) to temporarily decrease the supply of reserves and drive the EFFR up. It worked very well because the total size of bank reserves was rather small ($15 billion) in pre-crisis times.

Our times

Nowadays, when the Fed is holding $2.27 trillion in reserve balances (as of March 27, 2017), the old scheme would not fare so well. There is no scarcity of reserve balances at all. To create it, the Fed would need to sell a big share of its securities to shrink the total reserves to manageable size. But that would create some problems — it would drive down the prices of those securities and would launch a series of unpredictable market feedback loops. Instead, what the Fed is doing since 2008 is setting a target FFR as a range between two interest rates. For example, it is 0.75%-1.00% as of today while the EFFR, measured as volume-weighted median, was at 0.91% during the last 3 days.

Ceiling rate

The Fed makes sure that the FFM respects the target bounds by setting the interest on excess reserves (IOER) to the top boundary rate. When 95% of the reserve balances are the excess balances (balances exceeding the required level), the IOER rate paid by the Fed to the banks for holding these reserves serves as the ceiling for the rate corridor. It may sound counter-intuitive, because IOER would have been a floor level if only the FFM was composed only of the banks. However, it is not the case. The government-sponsored enterprises (GSE), such as Fannie Mae, Freddie Mac, and Federal Home Loan Banks, comprise the bulk of the FFM. GSEs do not earn IOER on reserve balances kept at the Fed. This creates an arbitrage opportunity for banks to borrow from GSEs and allocate the funds with the Fed to earn IOER. Consequently, the interest rate of GSE's loans to banks should be below IOER.

Floor rate

And how about the floor of the rate range (the 0.75% part of today's target range)? It is enforced by the Fed through the OMO called overnight repurchase agreement (ON RRP). With it, the Fed can drain some reserves from the system by borrowing cash from market participants, giving them securities as a collateral. Since not only banks can earn interest on their funds with ON RRP (GSEs can also do it), this sets the de facto lower boundary for the EFFR. Who would lend at a lower rate if they can choose to get at least this rate from the risk-less loan to the Fed? One important feature of the current system is that the EFFR does not cling to the upper side of the rate range (IOER) but hovers below it, falling down to near the ON RRP rate during the final day of the month. The reason for the former is that the banks pay higher FDIC insurance fees when they borrow more. And the reason for the latter is that the banks need to follow the Basel requirements, which limit their leverage, but are calculated based on the end-of-month balance sheet.

Efficiency

As a result, we can see the EFFR fluctuating between ON RRP and IOER — well within the boundaries of the Fed's target FFR. The short-term interest rates (represented by the 3-month Treasury bills) roughly follow the EFFR, which means that the interest rates get propagated beyond the FFM. Note the EFFR spiking down on each last day of the month:
EFFR inside target FFR range with 3-month Treasury Bill rate for comparison

Relation to Forex

So why should Forex traders care about this? Because effective federal funds rate and the Fed's ability to uphold it are even more important for the US dollar than the target rate set by the Federal Open Market Committee at its meetings. It is the higher EFFR that would stimulate banks buying more USD to park it either with the Fed or with the GSEs. It is the lower EFFR that would let banks to use the USD as a carry trade short side. Now you see that any significant news concerning GSE regulations, Basel III requirements, or FDIC insurance fee policies could have tremendous influence on the USD rate based on how such news could affect the EFFR. As a currency trader, you have to be up-to-date with the expectations of the FFM participants regarding those three components. I recommend the following resources to stay up-to-date with those topics:
Of course, you can also use some financial news outlet of your choice that would cover all these topics.
submitted by enivid to Forex [link] [comments]

The Six Best Crypto Trading Strategies

https://preview.redd.it/6jp0w5x7f2g11.jpg?width=1200&format=pjpg&auto=webp&s=cc1ce04b711c2c83a05d4a1f3d9a963e43172a02
The Best Six Crypto Trading Strategies Revealed
Cryptocurrency also called digital currency, virtual currency or alternate currency is emerging as the future of money. The crypto world provides an enormous return on investment for traders to flourish and prosper. Due to the decentralized control and the blockchain technology, people find crypto trading to be more transparent as it doesn’t require a central authority.
On the other hand, the crypto market is very sensitive and security breaches can happen at fraction of a second. There are many hacks that happened in the crypto market that shook the world. Bithumb was hacked at June 2018 and $30 million coins were stolen. These incidents are a mounting evidence which proves how violative is the cryptocurrency market. This article will unveil the top trading strategies that can be used for both stock market and cryptocurrency trading.
Scalping
Scalping is the act of attaining huge profits on minor changes in the asset(coin). Traders who implement this strategy is called a “scalper”. Here the scalpers believe that small moves in the stock price can gain huge profits. The idea is to buy or sell a number of assets at the holding time and sell them higher or lower for a profit. This scalping strategy is perfect for intraday trading.
Technical analysis has to be done before scalping and a scalper spends 8-10 hours in the forex market. A scalper should be proactive to take advantage of the fluctuations in the market. Scalping is more trending in the cryptocurrency market due to the fluctuations in the price of the tokens. Scalping if done statistically keeping in mind of avoiding late entries, overtrading and late exists, scalpers will be able to reap the desired profit in the cryptocurrency trading.
Day trading
Day trading is the most lucrative strategy for people in both the stock and crypto market. This trading is quite similar to the scalping method. The difference is in scalping there are hundreds of transactions done whereas in day trading only very few transactions are done. To be precise, day trading is buying or selling of assets on the same day, to make the most of the market fluctuations. Traders make the most from the minute changes of the price of the asset/coin.
A day trader can make double the profit which means he or she can gain more money from the original money they have spend. Here the holding time is eliminated as the traders hold their assets to a maximum of 2 hours per day. This day trading strategy for cryptocurrency would work only if the market is stable.
Range-bound trading
Range-bound trading is the trading capitalizing on stocks in price channels. This trading is widely used by forex traders and other traders. The concept behind the range-bound trading is identifying the support and resistance areas in order to connect reaction highs and lows with a horizontal trendline.
The reliability of the trendlines depends on the number of times the price has reacted to it. The method is traders repeatedly buy at the support trendline and sell at the resistance trendline until the security breaks out from a price channel. In range-bound trading, it is imperative for the traders to watch for potential breakouts and breakdowns.
Swing trading
Swing trading is similar to the day trading. In day trading the holding time of an asset is a maximum couple of hours a day whereas in swing trade the holding time can extend up to a week or couple of weeks. This type of trading involves in identifying the trends lows, highs and calculating the risk. Before jumping into the swing trading a lot of market analysis has to be done by the trader. A sound technical analysis is needed than day trading. Using this strategy in cryptocurrency is based on the estimation of the trend line and when it is going swing high.
Position trading
Position trading is also called as HOLDing, where an investor holds on his assets through its highs and lows without the intention to sell it. The concept of HOlDing is just buying the coins and put them in your wallet. The investors do not involve in any transactions from months to years and only sells his coins with his own intention or find a threat to his asset. A position trader is neither worried about the market fluctuations nor bothers of the daily, monthly news of the crypto market. This position trading is implemented once or twice a year which makes the trader a long-term investor.
Arbitrage trading
Arbitrage is the simplest method of trading. The concept behind this trading is buying a coin from an exchange where the price is lower and selling it in another exchange where the price is relatively high for that particular coin. The price difference marks the profit gain for the trader. This kind of trading is widely used in the crypto market as it doesn’t require any technical knowledge to perform it. Arbitrage trading can be automated and can be performed by a bot. This trading may present a lucrative window of opportunity to generate passive income for the newbies entering the cryptomarket.
submitted by PrimeTradeAI to cryptotrading [link] [comments]

The Six Best Crypto Trading Strategies

The Six Best Crypto Trading Strategies
https://preview.redd.it/8uc3berff2g11.jpg?width=1200&format=pjpg&auto=webp&s=56b0505f79db9ada8014c84d345cd0c0025f14f5
The Best Six Crypto Trading Strategies Revealed
Cryptocurrency also called digital currency, virtual currency or alternate currency is emerging as the future of money. The crypto world provides an enormous return on investment for traders to flourish and prosper. Due to the decentralized control and the blockchain technology, people find crypto trading to be more transparent as it doesn’t require a central authority.
On the other hand, the crypto market is very sensitive and security breaches can happen at fraction of a second. There are many hacks that happened in the crypto market that shook the world. Bithumb was hacked at June 2018 and $30 million coins were stolen. These incidents are a mounting evidence which proves how violative is the cryptocurrency market. This article will unveil the top trading strategies that can be used for both stock market and cryptocurrency trading.
Scalping
Scalping is the act of attaining huge profits on minor changes in the asset(coin). Traders who implement this strategy is called a “scalper”. Here the scalpers believe that small moves in the stock price can gain huge profits. The idea is to buy or sell a number of assets at the holding time and sell them higher or lower for a profit. This scalping strategy is perfect for intraday trading.
Technical analysis has to be done before scalping and a scalper spends 8-10 hours in the forex market. A scalper should be proactive to take advantage of the fluctuations in the market. Scalping is more trending in the cryptocurrency market due to the fluctuations in the price of the tokens. Scalping if done statistically keeping in mind of avoiding late entries, overtrading and late exists, scalpers will be able to reap the desired profit in the cryptocurrency trading.
Day trading
Day trading is the most lucrative strategy for people in both the stock and crypto market. This trading is quite similar to the scalping method. The difference is in scalping there are hundreds of transactions done whereas in day trading only very few transactions are done. To be precise, day trading is buying or selling of assets on the same day, to make the most of the market fluctuations. Traders make the most from the minute changes of the price of the asset/coin.
A day trader can make double the profit which means he or she can gain more money from the original money they have spend. Here the holding time is eliminated as the traders hold their assets to a maximum of 2 hours per day. This day trading strategy for cryptocurrency would work only if the market is stable.
Range-bound trading
Range-bound trading is the trading capitalizing on stocks in price channels. This trading is widely used by forex traders and other traders. The concept behind the range-bound trading is identifying the support and resistance areas in order to connect reaction highs and lows with a horizontal trendline.
The reliability of the trendlines depends on the number of times the price has reacted to it. The method is traders repeatedly buy at the support trendline and sell at the resistance trendline until the security breaks out from a price channel. In range-bound trading, it is imperative for the traders to watch for potential breakouts and breakdowns.
Swing trading
Swing trading is similar to the day trading. In day trading the holding time of an asset is a maximum couple of hours a day whereas in swing trade the holding time can extend up to a week or couple of weeks. This type of trading involves in identifying the trends lows, highs and calculating the risk. Before jumping into the swing trading a lot of market analysis has to be done by the trader. A sound technical analysis is needed than day trading. Using this strategy in cryptocurrency is based on the estimation of the trend line and when it is going swing high.
Position trading
Position trading is also called as HOLDing, where an investor holds on his assets through its highs and lows without the intention to sell it. The concept of HOlDing is just buying the coins and put them in your wallet. The investors do not involve in any transactions from months to years and only sells his coins with his own intention or find a threat to his asset. A position trader is neither worried about the market fluctuations nor bothers of the daily, monthly news of the crypto market. This position trading is implemented once or twice a year which makes the trader a long-term investor.
Arbitrage trading
Arbitrage is the simplest method of trading. The concept behind this trading is buying a coin from an exchange where the price is lower and selling it in another exchange where the price is relatively high for that particular coin. The price difference marks the profit gain for the trader. This kind of trading is widely used in the crypto market as it doesn’t require any technical knowledge to perform it. Arbitrage trading can be automated and can be performed by a bot. This trading may present a lucrative window of opportunity to generate passive income for the newbies entering the cryptomarket.
submitted by PrimeTradeAI to PrimeTradeAI [link] [comments]

08-14 03:22 - 'i've got nothing else better to do, i'm wicked smart, i've learned the fundamentals of forex and technical analysis, and i've been researching how other bots do it. / I think its worth a try, and i'm willing to gamble $100 ove...' by /u/btcnoob69 removed from /r/Bitcoin within 4-14min

'''
i've got nothing else better to do, i'm wicked smart, i've learned the fundamentals of forex and technical analysis, and i've been researching how other bots do it.
I think its worth a try, and i'm willing to gamble $100 over and over repeatedly until I find an algorithm/group of them that works consistently and generates a small profit. as far as stop loss orders, covering my ass was the first thing I researched...
ive got an app pulling in pricing data for bitmex, kraken, poloniex and bitfinex into a sql database and I have code that will generate simple moving averages from the data just like the charts on tradingview.
I have code that will give me awesome oscillator values from the data which also match up perfectly with the charts. I am working on calculating upper and lower limits of bollinger bands as well as relative strength index (RSI). Rsi seems pretty useless but bollinger band values, awesome oscillator values and 9/21 period simple moving averages seem to indicate reversals with striking regularity and with good accuracy.
Since I am receiving data from 4 different exchanges in real time (every 6 seconds), I can average them out and get a true market consensus from the last 6, 12, 24 seconds, whatever and eliminate one-off spikes in prices and get a nice smooth average of the 4 exchanges. the results will be weighted according to volume with the biggest exchanges (bitfinex, bitmex) being more important than the puny ones (kraken) because it makes sense the largest ones are the ones who move the market and the little ones follow along. as I write more code I can plug in more exchanges and get even higher quality data in real time and really have my finger on btc's pulse.
i'm pretty close to putting it all together into an autonomous system that trades by itself. once that is done I will start working on arbitrage and integrate it into the software so I can run bots on all the exchanges and make lightening fast deals using price differentials.
Ill probably get rekt the first few tries but ive got lots of ideas about different models from simple to complex to try. i'm also stubborn and persistent so eventually I'll get there.
Don't worry about me, this is just a hobby, I already have all the money I need to live on. But if I can get it to work, it will be even better.
'''
Context Link
Go1dfish undelete link
unreddit undelete link
Author: btcnoob69
submitted by removalbot to removalbot [link] [comments]

Arbitrage Profit Computation - Simple Illustration Triangular Arbitrage Step by step (super easy numbers to ... How to use the Triangular Arbitrage Calculator Arbitrage Two Currency Arbitrage Arbitrage Three Currency Arbitrage What Does How to Calculate Arbitrage in Forex: 11 Steps ... Simple Arbitrage Trading Strategy Trading Strategies: Forex Arbitrage - YouTube

Forex Arbitrage is an arbitrage among real rates and synthetic cross rates in different local markets. For example, suppose a trader has accounts with forex brokers in New York, Tokyo, and London. As far as local quotes are determined by local players, there are sometimes arbitrage opportunities among different locations. Publisher: AdvMathAppl; Last updated: October 27th, 2011; Forex trade ... The arbitrage calculator is useful for trading the forex rates as there are, no need for cross-brokers. 1 out of 3 is not very certain, however, if there are 2 sets of 1 out of 3's and both show that a particular rate should be a "buy" then the probability is higher that that particular rate is likely to rise. Forex, options, futures and CFDs are complex instruments and come with a high risk of losing money rapidly due to leverage. You should consider whether you understand how CFDs work and whether you can afford to take the high risk of losing your money. Welcome to the arbitrage calculator website. We have built all the tools you need to make your sports betting (and specifically your arb) experience better! You old arber you! Below we have an arbitrage calculator and also some more information about arbitrages in general. How does the arbitrage calculator work? Our arbitrage calculator allows you to enter the odds of two (or more) different ... Calculate Arbitrage in Forex Arbitrage trading takes advantage of momentary differences in the price quotes of various forex (foreign exchange market) brokers and exploits those differences to the trader's advantage. Essentially, the trader is taking advantage of the same currency being priced differently in two different places. Trading forex arbitrage is not recommended as a sole trading ... Forex arbitrage is a risk-free trading strategy that allows retail forex traders to make a profit with no open currency exposure. The strategy involves acting on opportunities presented by pricing ... Forex arbitrage, or “two currency arbitrage,” is achieved when you buy a currency pair in an exchange that offers a lower price, and then sell the same pair in another exchange at a higher price. For example, assume you have accounts with two different brokers and they offer a slightly different price for EUR/USD; broker X has an exchange rate of 1.1010 while broker Y has a rate of 1.10 ... How to Calculate Arbitrage in Forex. Triangular Arbitrage Step-by-Step. 2011-06-04 collegefinance. Step-by-step understanding of the triangular arbitrage concept in currency markets. Arbitrage Two Currency Arbitrage. 2014-12-08 LazyBonePublications. Triangular Arbitrage. 2009-12-26 Friendly Finance with Chandra S. Bhatnagar. A brief demonstration on Triangle Arbitrage between currencies ... To calculate arbitrage in Forex, first find the current exchange rates for each of your currency pairs on your broker’s software or on websites that list current exchange rates. Next, convert your starting currency into your second, second to third, and then back into your starting currency. For example, convert USD to EUR, EUR to GBP, and then GBP back to USD. Finally, you can determine ... Calculate: Divide your chosen total winnings amount by each set of odds to get each respective bet amount. Add them together to get your total outlay. ($1000 ÷ 1.20) + ($1000 ÷ 8.00) = your total outlay: $833.33 + $125.00 = $958.33 . You now know exactly how much you are outlaying ($958.33) and how much to bet at each bookie ($833.33 at Victor Chandler, and $125.00 at Pinnacle Sports ...

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Arbitrage Profit Computation - Simple Illustration

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