Best Types of Algorithmic Trading Systems

Investors are constantly on the lookout for new investment strategies that take the guesswork out of an investment. They want it to be a high-yielding, low stress approach; one that minimizes risks and maximizes profits on every deal. Algorithmic trading systems were developed along these lines. “Algorithmic” sounds like a heavy term to digest, but it is not. We will give you a brief overview of algorithmic trading and its varied types.

What is an Algorithmic Trading System?

The term automated trading is used interchangeably for Algorithmic trading. However, the two are different concepts. The latter is a subset of the former. Algorithmic trading is defined as the use of advanced mathematical tools to make important transactional decisions in the financial market. This system relies heavily on computer models to make trades. Based on the prevailing market conditions it decides whether to buy, hold or sell a position.

It splits a large trade into multiple orders in order to reduce market impact.

Algo-trading is generally used by large institutional investors. Many hedge funds and banks have built their own algorithmic trading systems. These systems are complex and they vary from one broker to another. It is also known by some as black box trading and algo-trading. There are many Algorithmic Trading Systems for individual traders and investors available online.

The algorithmic systems have several advantages to an investor. It involves minimum human intervention. It is technology driven and hence offers a higher level of accuracy. It is automated and capitalizes on every possible opportunity that arises in the market. It is prompt and spots high probability opportunities even before a trader couple ever spot and reaction to a setup. It has greater benefits for large institutions because they deal in a large amount of volume each day which requires accumulation and distribution to avoid moving the market bid and ask price.

There is another term that is very popular on Wall Street. It is High-Frequency trading. High-frequency trading is a subset of algorithmic trading. It is used to refer to short term trades. It is an electronic platform that trades large volumes at very high speeds.

Types of Algorithmic Strategies

Algorithmic trading systems are categorized into different types based on the functions they perform. Listed below are the major types.

1. Trade Executions Algorithms:

This strategy is applied to minimize price impact when executing trades. It breaks up trades of large volumes into smaller orders and releases them slowly into the market.

2. Strategy Implementation Algorithms:

This strategy reads and relays on real-time market information. It formulates automated trading signals to be implemented by a trade execution platform. It also involves rebalancing portfolios and searching for arbitrage opportunities.

3. Gaming and Stealth Algorithms:

It is specially created to take advantage of price fluctuations arising out of large trades.

4. Electronic Market Making:

It is also known as passive rebate arbitrage. This liquidity-providing strategy imitates the role of traditional market makers.

5. Statistical Arbitrage:

This is a quantitative approach to equity trading. It developed out of the simpler “pairs trade strategy”. Unlike the pairs trade strategy that compares and contrasts a pair of investments, Statistical Arbitrage tries to correlate hundreds or more stocks including long and short ones.

Bitcoin Thrives Against All Odds

Since it’s currently en vogue right now, I’d like to announce that I’m launching my own cryptocurrency next week.

Let’s call it “kingcoin.”

Nah, that’s too self-serving.

How about “muttcoin”? I’ve always had a soft spot for mixed breeds.

Yeah, that’s perfect – everybody loves dogs.

This is going to be the biggest thing since fidget spinners.

Congrats! Everyone reading this is going to receive one muttcoin when my new coin launches next week.

I’m going to evenly distribute 1 million muttcoins. Feel free to spend them wherever you like (or wherever anyone will accept them!).

What’s that? The cashier at Target said they wouldn’t accept our muttcoin?

Tell those doubters that muttcoin has scarcity value – there will only ever be 1 million muttcoins in existence. On top of that, it’s backed by the full faith and credit of my desktop computer’s 8 GB of RAM.

Also, remind them that a decade ago, a bitcoin couldn’t even buy you a pack of chewing gum. Now one bitcoin can buy a lifetime supply.

And, like bitcoin, you can store muttcoin safely offline away from hackers and thieves.

It’s basically an exact replica of bitcoin’s properties. Muttcoin has a decentralized ledger with impossible-to-crack cryptography, and all transactions are immutable.

Still not convinced our muttcoins will be worth billions in the future?

Well, it’s understandable. The fact is, launching a new cryptocurrency is much harder than it appears, if not downright impossible.

That’s why I believe bitcoin has reached these heights against all odds. And because of its unique user network, it will continue to do so.

Sure, there have been setbacks. But each of these setbacks has eventually resulted in higher prices. The recent 60% plunge will be no different.

The Miracle of Bitcoin

Bitcoin’s success rests in its ability to create a global network of users who are either willing to transact with it now or store it for later. Future prices will be determined by the pace that the network grows.

Even in the face of wild price swings, bitcoin adoption continues to grow at an exponential rate. There are now 23 million wallets open globally, chasing 21 million bitcoins. In a few years, the number of wallets can rise to include the 5 billion people on the planet connected to the internet.

Sometimes the new crypto converts’ motivation was speculative; other times they were seeking a store of value away from their own domestic currency. In the last year, new applications such as Coinbase have made it even easier to onboard new users.

If you haven’t noticed, when people buy bitcoin, they talk about it. We all have that friend who bought bitcoin and then wouldn’t shut up about it. Yes, I’m guilty of this – and I’m sure quite a few readers are too.

Perhaps subconsciously, holders become crypto-evangelists since convincing others to buy serves their own self-interest of increasing the value of their holdings.

Bitcoin evangelizing – spreading the good word – is what miraculously led to a price ascent from $0.001 to a recent price of $10,000.

Who could have imagined that its pseudonymous creator, fed up with the global banking oligopoly, launched an intangible digital resource that rivaled the value of the world’s largest currencies in less than a decade?

No religion, political movement or technology has ever witnessed these growth rates. Then again, humanity has never been as connected.

The Idea of Money

Bitcoin started as an idea. To be clear, all money – whether it’s shell money used by primitive islanders, a bar of gold or a U.S. dollar – started as an idea. It’s the idea that a network of users value it equally and would be willing to part with something of equal value for your form of money.

Money has no intrinsic value; its value is purely extrinsic – only what others think it’s worth.

Take a look at the dollar in your pocket – it’s just a fancy piece of paper with a one-eyed pyramid, a stipple portrait and signatures of important people.

In order to be useful, society must view it as a unit of account, and merchants must be willing to accept it as payment for goods and services.

Bitcoin has demonstrated an uncanny ability to reach and connect a network of millions of users.

One bitcoin is only worth what the next person is willing pay for it. But if the network continues to expand at an exponential rate, the limited supply argues that prices can only move in one direction… higher.

The Bottom Line

Bitcoin’s nine-year ascent has been marked with enormous bouts of volatility. Therewas an 85% correction in January 2015, and a few others over 60%, including a colossal 93% drawdown in 2011.

Through each of these corrections, however, the network (as measured by number of wallets) continued to expand at a rapid pace. As some speculators saw their value decimated, new investors on the margin saw value and became buyers.

The abnormal levels of volatility are actually what helped the bitcoin network grow to 23 million users.

Overheated Heating Oil Market

I was fortunate enough to be interviewed for a Wall Street Journal heating oil story last week. The primary question was, “How high can prices soar?” Supplies have tightened up considerably during Mother Nature’s onslaught and another bout of cold weather is hitting us, pushing prices higher yet again. Short-term demand related issues like the ones we’re experiencing now due to the weather are never a reason to jump into a market. My less than sensational outlook on current prices pushed me to the closing section of the article. This week, I’ll expand on the topic by looking at the diesel and heating oil markets and formulating a trading plan for the current setup.

I’ll work from big picture to fine detail in order to provide some context for the current situation. First of all, the fracking boom has fundamentally altered the energy landscape of the United States. We are quickly moving from net consumer towards becoming a net producer in the oil and natural gas markets. This paradigm shift is leading to an energy market structure that places us on the side of selling price spikes that are demand based. In this instance, bad weather has created a temporary increase in heating oil use. The price spike will not hold because we have the capacity to rebuild domestic energy stocks cheaply and rapidly.

The same bout of weather is responsible for driving heating oil costs to record levels in the Northeast where more than 80% of all heating oil is consumed. The flip side is that this same weather pattern is keeping people indoors. People staying inside only create heating oil demand. People in normal conditions add to diesel demand through their purchases of goods and services while they’re out and about spending money. Therefore, the net balance of the broader term market shifts towards a bearish supply issue as diesel fueled trucks have less to deliver and fewer miles to cover as citizens remain toasty and warm in their homes instead of out shopping and eating.

The domestic energy market can control supply but has little control over demand except at extremely high prices. Energy production costs are fairly fixed. The primary variable in an energy producer’s arsenal is capping low yielding wells. Prices as a trend however are falling in general as the current processes become more efficient in their cost of execution. Therefore, over time, energy prices should generally decline. Furthermore, energy producers in times of price spikes will sell as much of their expected forward production as possible at these higher prices. This allows energy producers to slow down price spikes through their implementation of profitable short hedges at unsustainable current market prices.

The best way to view these actions is by comparing spread prices to Commitment of Traders data. Spread prices allow you to compare the current market price against a forward price. Current prices or the cash, “spot” markets are the most volatile as they are the most susceptible to short-term supply and demand disruptions. Forward prices are more predictable due the amount of time left to factor in risk variables. Typically, these risk variables include physical storage, insurance costs and interest rates. This leads to forward contracts being priced structurally higher the farther out one looks. This is normal market behavior and the gradually elevated price along the timeline is called, “contango.” Conversely, in times of drama the spot price can overshoot the prices of the deferred contracts. This situation is called, “backwardation.” Backwardation is the market’s incentive to get producers to sell the physical product at the currently elevated price.

Drilling into the details, (pun intended) we can see that there’s definitely a premium in the delivery month futures contract. Knowing that this pricing structure is temporary along with the weather I’m going to let this entire rally pass. There are two reasons I think there’s a better place to buy. First of all, the heating oil market is nearing solid resistance on the daily, weekly and monthly charts. Secondly, I expect the demand numbers along with the general economic numbers for the next month to be dismal. This will lead to a selloff and drop the market under $3 per gallon. I expect the market to be supported around there and provide a solid bottom to buy into the spring driving rally. Don’t let the hype suck you in.

This material has been prepared by a sales or trading employee or agent of Commodity & Derivative Advisors and is, or is in the nature of, a solicitation. This material is not a research report prepared by Commodity & Derivative Advisors’ Research Department. By accepting this communication, you agree that you are an experienced user of the futures markets, capable of making independent trading decisions, and agree that you are not, and will not, rely solely on this communication in making trading decisions.

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