Part 1 of this article was written by Jock Percy, CEO of Perseus.
On the heels of a delay in the MiFID II implementation date, firms would be wise to consider the additional benefits that time stamping can provide and act sooner rather than later on this directive.
The London Summit is coming, get involved!
I’m sure you’ve heard the buzz about new MiFID II regulations in Europe, and the recent announcement delaying implementation until 2018. I’m also sure this is not the first you’re hearing of the MiFID II time synchronization rules that will require all EU trading venues, their members and participants to record accurate timestamps for any and all ‘reportable events’.
Furthermore, the clocks used must be synchronized to UTC within 100 microseconds (each microsecond is one-millionth of a second), 1 millisecond, or 1 second depending on the type of trading involved. But what does this mean? What is so complicated that the EU has decided to give us an extra full year, and maybe even more?
Let’s start from the beginning. Universal Time Coordinate, UTC, is the common time standard around the world. As the basis for today’s civil, 24-hour time standard, UTC is measured using very precise atomic clocks taking into account the Earth’s rotation. The name UTC was formally accepted in 1960 and officially replaced Greenwich Mean Time (GMT) in 1974 as the sole, global standard.
What is a Reportable Event?
The next logical question then, what is a “reportable event” under MiFID II? Depending on the final technical standards, it could include all of the multiple components in a trading system.
In achieving ESMA’s goal of increased market transparency, timestamps will be used to help regulators understand when and what decisions are made throughout the order process. So, it stands to reason that anywhere in the system where a “trading decision” is made, a timestamp will need to be recorded.At the trading terminal, it would be safe to assume that timestamps related to any trading instructions or orders submitted from the terminal will need to be recorded.
As we get into the automated or algorithmic component of a strategy or system, you must consider the most stringent microsecond timestamping and synchronization requirements. The algo engines will be programmed to automatically place trades based on a predefined set of instructions or triggers.
In this case, accurate time stamps will need to be recorded both when any instructions are received from the terminal, when the specific signal that triggers an order is received by the system, as well as exactly when the order is sent.
A pre-trade risk server also poses an opportunity for time stamping requirements. As the server analyzes the riskiness of the trade, and whether the trade has sufficient credit and position limits to execute the trade, auditors will want an accurate record of when the risk server receives the trade and when it is ‘approved’ or cancelled.
Another part of the MiFID II regulation requires that broker firms take “all sufficient steps” to achieve best execution for their clients. This includes analysis of price, costs, speed, likelihood of execution and settlement, order size, etc. Many firms satisfy these requirements through the introduction of a smart order router in their system and based on the factors above, the smart order router will determine the optimal order size and exchange(s) for the trade.
Finally, timestamps should record the time the exchange gateway receives the order and the exact times that each ‘chunk’ of the order is sent to an exchange. Employing time synchronization at the network level enables firms to ensure a complete and accurate view of the market, or at least the exchanges and Liquidity
Liquidity
The term liquidity refers to the process, speed, and ease of which a given asset or security can be converted into cash. Notably, liquidity surmises a retention in market price, with the most liquid assets representing cash. The most liquid asset of all is cash itself. · In economics, liquidity is defined by how efficiently and quickly an asset can be converted into usable cash without materially affecting its market price. · Nothing is more liquid than cash, while other assets represent varying degrees of liquidity. This can be differentiated as market liquidity or accounting liquidity.· Liquidity refers to a tangible construct that can be measures. The most common ways to do so include a current ratio, quick ratio, and cash ratio. What is the Definition of Liquidity? Liquidity is a common definition used in investing, banking, or the financial services space. Its primary function is to ascertain how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? By definition, in terms of liquidity, cash is unequivocally seen as the most liquid asset in an economic sense. This is due to its widespread acceptance and ease of conversion into other assets, forms of cash, or currencies, etc. All other liquid assets must be able to be quickly and efficiently converted into cash, i.e., financial liquidity. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. By extension, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Liquidity Spectrum Liquid assets can be defined primarily as either cash on hand or simply an asset that can be easily or readily converted into usable cash. It is important to note that cash is not uniformly liquid for several reasons. The below examples encompass all types of assets and their corresponding level of liquidity. Examples of Liquid Assets or Securities A good example of this is the US dollar, which is recognized or accepted globally, and backed by the US government or Federal Reserve Bank. Other major forms of cash include Euros, or major currencies. This differs notably from the legal tender in many emerging countries or others for political or economic reasons. Cash aside, assets such as stocks or equities, bonds and other securities, money market assets, marketable securities, US treasuries or T-notes, exchange-traded funds (ETFs), a savings account, and mutual funds serve as the most liquid assets. These are generally assumed to be quick assets. Each of these assets can be converted into cash either instantaneously, or via any brokerage platform, exchange, etc., often in as little as minutes or seconds. As such, these assets are liquid. Examples of Illiquid Assets or Securities Conversely, illiquid assets still retain importance and value, though are much more difficult to convert into cash. Common examples of this include land or real estate, intellectual property, or other forms of capital such as equipment or machinery. In the examples above, liquid assets are assumed to be convertible into cash without substantial fees or delays in time. Illiquid assets on the other hand often suffer from fees or additional conversion costs, processing times, ultimately creating a price disparity. The best example of an illiquid asset is a house. For many individuals this is the most valuable asset they will own in their entire lives. However, selling a house typically requires taxes, realtor fees, and other costs, in addition to time. Real estate or land also takes much longer to exchange into cash, relative to other assets. Types of Liquidity Overall, liquidity is a broad term that needs to be defined by two different measures: market liquidity and accounting liquidity. Both measures deal with different constructs or entities entirely, though are useful metrics with regards to individuals or financial markets. Market Liquidity Market liquidity is a broader term that is used by a market maker to measure the ease of which assets can be bought and sold at transparent prices, namely across exchanges, stock markets, or other financial sectors. This can include among others, a real estate or property market, market for fine arts and collectable, and other goods. Market Liquidity Example As mentioned above, certain financial markets are much more liquid than others. The degree to which stocks from large companies or foreign currencies can be exchanged is much easier than finding a readily available market for antiques, collectables, or other capital, regardless of utility. Overall, a stock market, financial brokerage, or exchange is considered to have the high market liquidity. This is because the difference between both the bid and ask prices between parties is very low. The lower the spread between these two prices, the more liquid a given market is. Additionally, low liquidity refers to a higher spread between two prices. Why Liquidity Varies and What Does Liquidity Mean in Stocks? Every asset has a variable level of liquidity meaning this can change depending on what is being analyzed. One can define liquidity in stocks or stock markets in the same way as in foreign exchange markets, brokers, commodities exchanges, and crypto exchanges. Additionally, how large the market is will also dictate liquidity. The foreign exchange market for example is currently the largest by trading volume with high liquidity due to cash flows. This is hardly surprising given that forms of cash or currencies are being exchanged. What is Liquidity in Stocks? A stock's liquidity refers to how rapidly shares of a stock can be bought or sold without largely impacting a stock price. By definition, liquidity in stocks varies for a number of reasons. Stocks with low liquidity may be difficult to sell and may cause you to take a bigger loss if you cannot sell the shares when you want to. In finance, the most liquid assets are always the most popular. By extension, if a spread between buyers and sellers increases, the market is considered to be less liquid. A good example of this is the real estate or property market. While highly valuable, there are large disparities between the purchase price and selling price of property, as well as the time associated in making these transactions, and additional fees incurred by other parties. Liquidity providers play a key role in this regard. Accounting Liquidity Unlike market liquidity, accounting liquidity measures something different entirely. Accounting liquidity is a measure by which either an individual or entity can meet their respective current financial obligations with the current liquid assets available to them. This includes paying off debts, overhead, or any other fixed costs associated with a business. Accounting liquidity is a functional comparison between one’s current liquid assets and their current liabilities. In the United States and other countries, companies and individuals have to reconcile accounting on a yearly basis. Accounting liquidity is an excellent measure that captures financial obligations due in a year. Accounting Liquidity Example Accounting liquidity itself can be differentiated by several ratios, controlling for how liquid assets are. These measures are useful tools for not just the individual or company in focus but for others that are trying to ascertain current financial health.As an example, accounting liquidity can measure any company’s current financial assets and compare them to its financial obligations. If there is a large disparity between these figures, or much more assets than obligations, a company can be considered to have a strong depth of liquidity.How to Calculate Liquidity Liquidity is of importance to investors, financial market participants, analysts, or even for an investment strategy. Calculating liquidity is a measure of firm or individual’s ability to utilize or harness current liquid assets to current cover short-term debt. This can be achieved using a total of four formulas: the current ratio, quick ratio, acid-test variation, and cash ratio. Current Ratio The current ratio is the easiest measure due to its lack of complexity. Quite simply, the current ratio measures a firm or individual’s current assets or those than can be sold within a calendar year, weighed against all current liabilities. Current Ratio = Current Assets/Current Liabilities If the current ratio’s value is greater than 1, then the entity in question can be assumed to reconcile its financial obligations using its current liquid assets. Highly liquid assets will correspond to higher numbers in this regard. Conversely, any number less than 1 indicates that current liquid assets are not enough to cover short-term obligations. Quick Ratio A quick ratio is a slightly more complex way of measuring accounting liquidity via a balance sheet. Unlike the current ratio, the quick ratio excludes current assets that are not as liquid as cash, cash equivalents, or other shorter-term investments. The quick ratio can be defined below by the following: Quick Ratio = (Cash or Cash Equivalents + Shorter-Term Investments + Accounts Receivable)/Current Liabilities Acid-Test Ratio The acid-test ratio is a variation of the quick ratio. The acid-test ratio seeks to deduct inventory from current assets, serving as a traditionally broader measure that is more forgiving to individuals or entities. Acid-Test Ratio = (Current Assets – Inventories – Prepaid Costs)/Current Liabilities Cash Ratio Finally, the cash ratio further isolates current assets, looking to measure only liquid assets that are designated as cash or cash equivalents. In this sense, the cash ratio is the most precise of the other liquidity ratios, excluding accounts receivable, inventories, or other assets. A more precise measure has its uses, namely regarding assessing financial strength in the face of an emergency, i.e., an unforeseen and time sensitive event. The cash ratio can help measure an entity or individual’s hypothesized solvency in the face of unexpected scenarios, events, etc. As such, the cash ratio is defined below: Cash Ratio = Cash and Cash Equivalents/Current Liabilities The cash ratio is not simply a doomsday tool but a highly practical measure when determining market value. In the financial services space, even large companies or profitable institutions can find themselves at liquidity risk due to unexpected events beyond their control. Why is Liquidity Important and Why it Matters to You? Liquidity is very important for not just financial markets but for individuals and investors. Liquid markets benefit all market participants and make it easier to buy and sell securities, stocks, collectables, etc. On an individual level, this is important for personal finance, as ordinary investors are able to better take advantage of trading opportunities. Additionally, high liquidity promotes financial health in companies in the same way it does for individuals. Conclusion – What Does Liquidity Mean? What is liquidity? This metric is a commonly used as a measure in the investing, banking, or financial services space. Liquidity determines how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? – cash, stocks, real estate. Of all assets, cash or money is the most liquid, meaning it is the easiest to utilize. All other liquid assets must be able to be quickly and efficiently converted into cash. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. Conversely, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Frequently Asked Questions About Liquidity Is Liquidity Good or Bad? The term liquidity refers to a measure and is neither good nor bad but is instead a metric of how convertible an asset is to cash. However, high liquidity is associated with lower risk, while a liquid stock is more likely to keep its value when being traded.Is a Home a Liquid Asset? A home or properly is not considered to be a liquid asset. Selling any property can incur additional costs and take a long amount of time. Additionally, there is often a price disparity from the time of purchase, meaning a seller may not even get its original market value back at the time of the sale. Why Are Stocks Liquid? Stocks are some of the most liquid assets in financial markets because these assets can be converted to cash in a short period of time in the event of any financial emergency. Is Tesla a Liquid Stock? Tesla is a liquid stock and while hugely volatile, is an integral part of the NASDAQ and is a globally recognized company. Additionally, the company is a popular single-stock CFD offering at many brokerages, with very high volumes. Is a Pension a Liquid Asset? Certain pensions are liquid assets once you have reached a retirement age. Until you are eligible to withdraw or collect a pension, without early withdrawal penalty, it is not considered a liquid asset.
The term liquidity refers to the process, speed, and ease of which a given asset or security can be converted into cash. Notably, liquidity surmises a retention in market price, with the most liquid assets representing cash. The most liquid asset of all is cash itself. · In economics, liquidity is defined by how efficiently and quickly an asset can be converted into usable cash without materially affecting its market price. · Nothing is more liquid than cash, while other assets represent varying degrees of liquidity. This can be differentiated as market liquidity or accounting liquidity.· Liquidity refers to a tangible construct that can be measures. The most common ways to do so include a current ratio, quick ratio, and cash ratio. What is the Definition of Liquidity? Liquidity is a common definition used in investing, banking, or the financial services space. Its primary function is to ascertain how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? By definition, in terms of liquidity, cash is unequivocally seen as the most liquid asset in an economic sense. This is due to its widespread acceptance and ease of conversion into other assets, forms of cash, or currencies, etc. All other liquid assets must be able to be quickly and efficiently converted into cash, i.e., financial liquidity. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. By extension, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Liquidity Spectrum Liquid assets can be defined primarily as either cash on hand or simply an asset that can be easily or readily converted into usable cash. It is important to note that cash is not uniformly liquid for several reasons. The below examples encompass all types of assets and their corresponding level of liquidity. Examples of Liquid Assets or Securities A good example of this is the US dollar, which is recognized or accepted globally, and backed by the US government or Federal Reserve Bank. Other major forms of cash include Euros, or major currencies. This differs notably from the legal tender in many emerging countries or others for political or economic reasons. Cash aside, assets such as stocks or equities, bonds and other securities, money market assets, marketable securities, US treasuries or T-notes, exchange-traded funds (ETFs), a savings account, and mutual funds serve as the most liquid assets. These are generally assumed to be quick assets. Each of these assets can be converted into cash either instantaneously, or via any brokerage platform, exchange, etc., often in as little as minutes or seconds. As such, these assets are liquid. Examples of Illiquid Assets or Securities Conversely, illiquid assets still retain importance and value, though are much more difficult to convert into cash. Common examples of this include land or real estate, intellectual property, or other forms of capital such as equipment or machinery. In the examples above, liquid assets are assumed to be convertible into cash without substantial fees or delays in time. Illiquid assets on the other hand often suffer from fees or additional conversion costs, processing times, ultimately creating a price disparity. The best example of an illiquid asset is a house. For many individuals this is the most valuable asset they will own in their entire lives. However, selling a house typically requires taxes, realtor fees, and other costs, in addition to time. Real estate or land also takes much longer to exchange into cash, relative to other assets. Types of Liquidity Overall, liquidity is a broad term that needs to be defined by two different measures: market liquidity and accounting liquidity. Both measures deal with different constructs or entities entirely, though are useful metrics with regards to individuals or financial markets. Market Liquidity Market liquidity is a broader term that is used by a market maker to measure the ease of which assets can be bought and sold at transparent prices, namely across exchanges, stock markets, or other financial sectors. This can include among others, a real estate or property market, market for fine arts and collectable, and other goods. Market Liquidity Example As mentioned above, certain financial markets are much more liquid than others. The degree to which stocks from large companies or foreign currencies can be exchanged is much easier than finding a readily available market for antiques, collectables, or other capital, regardless of utility. Overall, a stock market, financial brokerage, or exchange is considered to have the high market liquidity. This is because the difference between both the bid and ask prices between parties is very low. The lower the spread between these two prices, the more liquid a given market is. Additionally, low liquidity refers to a higher spread between two prices. Why Liquidity Varies and What Does Liquidity Mean in Stocks? Every asset has a variable level of liquidity meaning this can change depending on what is being analyzed. One can define liquidity in stocks or stock markets in the same way as in foreign exchange markets, brokers, commodities exchanges, and crypto exchanges. Additionally, how large the market is will also dictate liquidity. The foreign exchange market for example is currently the largest by trading volume with high liquidity due to cash flows. This is hardly surprising given that forms of cash or currencies are being exchanged. What is Liquidity in Stocks? A stock's liquidity refers to how rapidly shares of a stock can be bought or sold without largely impacting a stock price. By definition, liquidity in stocks varies for a number of reasons. Stocks with low liquidity may be difficult to sell and may cause you to take a bigger loss if you cannot sell the shares when you want to. In finance, the most liquid assets are always the most popular. By extension, if a spread between buyers and sellers increases, the market is considered to be less liquid. A good example of this is the real estate or property market. While highly valuable, there are large disparities between the purchase price and selling price of property, as well as the time associated in making these transactions, and additional fees incurred by other parties. Liquidity providers play a key role in this regard. Accounting Liquidity Unlike market liquidity, accounting liquidity measures something different entirely. Accounting liquidity is a measure by which either an individual or entity can meet their respective current financial obligations with the current liquid assets available to them. This includes paying off debts, overhead, or any other fixed costs associated with a business. Accounting liquidity is a functional comparison between one’s current liquid assets and their current liabilities. In the United States and other countries, companies and individuals have to reconcile accounting on a yearly basis. Accounting liquidity is an excellent measure that captures financial obligations due in a year. Accounting Liquidity Example Accounting liquidity itself can be differentiated by several ratios, controlling for how liquid assets are. These measures are useful tools for not just the individual or company in focus but for others that are trying to ascertain current financial health.As an example, accounting liquidity can measure any company’s current financial assets and compare them to its financial obligations. If there is a large disparity between these figures, or much more assets than obligations, a company can be considered to have a strong depth of liquidity.How to Calculate Liquidity Liquidity is of importance to investors, financial market participants, analysts, or even for an investment strategy. Calculating liquidity is a measure of firm or individual’s ability to utilize or harness current liquid assets to current cover short-term debt. This can be achieved using a total of four formulas: the current ratio, quick ratio, acid-test variation, and cash ratio. Current Ratio The current ratio is the easiest measure due to its lack of complexity. Quite simply, the current ratio measures a firm or individual’s current assets or those than can be sold within a calendar year, weighed against all current liabilities. Current Ratio = Current Assets/Current Liabilities If the current ratio’s value is greater than 1, then the entity in question can be assumed to reconcile its financial obligations using its current liquid assets. Highly liquid assets will correspond to higher numbers in this regard. Conversely, any number less than 1 indicates that current liquid assets are not enough to cover short-term obligations. Quick Ratio A quick ratio is a slightly more complex way of measuring accounting liquidity via a balance sheet. Unlike the current ratio, the quick ratio excludes current assets that are not as liquid as cash, cash equivalents, or other shorter-term investments. The quick ratio can be defined below by the following: Quick Ratio = (Cash or Cash Equivalents + Shorter-Term Investments + Accounts Receivable)/Current Liabilities Acid-Test Ratio The acid-test ratio is a variation of the quick ratio. The acid-test ratio seeks to deduct inventory from current assets, serving as a traditionally broader measure that is more forgiving to individuals or entities. Acid-Test Ratio = (Current Assets – Inventories – Prepaid Costs)/Current Liabilities Cash Ratio Finally, the cash ratio further isolates current assets, looking to measure only liquid assets that are designated as cash or cash equivalents. In this sense, the cash ratio is the most precise of the other liquidity ratios, excluding accounts receivable, inventories, or other assets. A more precise measure has its uses, namely regarding assessing financial strength in the face of an emergency, i.e., an unforeseen and time sensitive event. The cash ratio can help measure an entity or individual’s hypothesized solvency in the face of unexpected scenarios, events, etc. As such, the cash ratio is defined below: Cash Ratio = Cash and Cash Equivalents/Current Liabilities The cash ratio is not simply a doomsday tool but a highly practical measure when determining market value. In the financial services space, even large companies or profitable institutions can find themselves at liquidity risk due to unexpected events beyond their control. Why is Liquidity Important and Why it Matters to You? Liquidity is very important for not just financial markets but for individuals and investors. Liquid markets benefit all market participants and make it easier to buy and sell securities, stocks, collectables, etc. On an individual level, this is important for personal finance, as ordinary investors are able to better take advantage of trading opportunities. Additionally, high liquidity promotes financial health in companies in the same way it does for individuals. Conclusion – What Does Liquidity Mean? What is liquidity? This metric is a commonly used as a measure in the investing, banking, or financial services space. Liquidity determines how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? – cash, stocks, real estate. Of all assets, cash or money is the most liquid, meaning it is the easiest to utilize. All other liquid assets must be able to be quickly and efficiently converted into cash. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. Conversely, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Frequently Asked Questions About Liquidity Is Liquidity Good or Bad? The term liquidity refers to a measure and is neither good nor bad but is instead a metric of how convertible an asset is to cash. However, high liquidity is associated with lower risk, while a liquid stock is more likely to keep its value when being traded.Is a Home a Liquid Asset? A home or properly is not considered to be a liquid asset. Selling any property can incur additional costs and take a long amount of time. Additionally, there is often a price disparity from the time of purchase, meaning a seller may not even get its original market value back at the time of the sale. Why Are Stocks Liquid? Stocks are some of the most liquid assets in financial markets because these assets can be converted to cash in a short period of time in the event of any financial emergency. Is Tesla a Liquid Stock? Tesla is a liquid stock and while hugely volatile, is an integral part of the NASDAQ and is a globally recognized company. Additionally, the company is a popular single-stock CFD offering at many brokerages, with very high volumes. Is a Pension a Liquid Asset? Certain pensions are liquid assets once you have reached a retirement age. Until you are eligible to withdraw or collect a pension, without early withdrawal penalty, it is not considered a liquid asset.
Read this Term venues to which it is connected, and in turn prove that best execution was achieved.
Moving Pieces
As you can see, even just within a firm’s own trading system there are a lot of moving pieces. Add to that the fact that most large trading firms have these systems set up in multiple data centers and send orders to dozens of different exchanges around the world and you can see why it is critical to have a singular, synchronized source of time across your entire trading infrastructure.
Now going back to the recently delayed, 2018 implementation date. The task may seem daunting, but just because you now have extra time does not mean you should push this to the back burner. While compliance may feel like the number one driver right now, implementing accurate timestamping can provide your business with much greater performance visibility, enable better analysis and ultimately help you to improve efficiency. Let’s take a look at two examples:
Have you ever experienced slippage in your trading activities? Slippage can result from market Volatility
Volatility
In finance, volatility refers to the amount of change in the rate of a financial instrument, such as commodities, currencies, stocks, over a given time period. Essentially, volatility describes the nature of an instrument’s fluctuation; a highly volatile security equates to large fluctuations in price, and a low volatile security equates to timid fluctuations in price. Volatility is an important statistical indicator used by financial traders to assist them in developing trading systems. Traders can be successful in both low and high volatile environments, but the strategies employed are often different depending upon volatility. Why Too Much Volatility is a ProblemIn the FX space, lower volatile currency pairs offer less surprises, and are suited to position traders.High volatile pairs are attractive for many day traders, due to quick and strong movements, offering the potential for higher profits, although the risk associated with such volatile pairs are many. Overall, a look at previous volatility tells us how likely price will fluctuate in the future, although it has nothing to do with direction.All a trader can gather from this is the understanding that the probability of a volatile pair to increase or decrease an X amount in a Y period of time, is more than the probability of a non-volatile pair. Another important factor is, volatility can and does change over time, and there can be periods when even highly volatile instruments show signs of flatness, with price not really making headway in either direction. Too little volatility is just as problematic for markets as too much, we uncertainty in excess can create panic and problems of liquidity. This was evident during Black Swan events or other crisis that have historically roiled currency and equity markets.
In finance, volatility refers to the amount of change in the rate of a financial instrument, such as commodities, currencies, stocks, over a given time period. Essentially, volatility describes the nature of an instrument’s fluctuation; a highly volatile security equates to large fluctuations in price, and a low volatile security equates to timid fluctuations in price. Volatility is an important statistical indicator used by financial traders to assist them in developing trading systems. Traders can be successful in both low and high volatile environments, but the strategies employed are often different depending upon volatility. Why Too Much Volatility is a ProblemIn the FX space, lower volatile currency pairs offer less surprises, and are suited to position traders.High volatile pairs are attractive for many day traders, due to quick and strong movements, offering the potential for higher profits, although the risk associated with such volatile pairs are many. Overall, a look at previous volatility tells us how likely price will fluctuate in the future, although it has nothing to do with direction.All a trader can gather from this is the understanding that the probability of a volatile pair to increase or decrease an X amount in a Y period of time, is more than the probability of a non-volatile pair. Another important factor is, volatility can and does change over time, and there can be periods when even highly volatile instruments show signs of flatness, with price not really making headway in either direction. Too little volatility is just as problematic for markets as too much, we uncertainty in excess can create panic and problems of liquidity. This was evident during Black Swan events or other crisis that have historically roiled currency and equity markets.
Read this Term or a lack of liquidity, but often is the result of the latency of a trading system. Understanding where the slippage occurred, and how you can improve your strategy for the future requires very detailed and retroactive transaction cost analysis made possible only with accurate time stamping.
Were you looking at the right market signals? Did you send your order to the right exchange(s) for best execution? Does your network employ the fastest fiber routes? Without the ability to retrace an order’s entire chain of events, from ideation to execution, you will not be able to identify or calculate the best possible outcome and improve your execution on future trades.
Backtesting
Similarly, many traders preach the importance of backtesting a trading strategy before implementing it in the markets. While trying to test your strategy on future, and therefore unpredictable data, can take years and tons of manpower, back testing enables a trader to quickly simulate his or her strategy based on historical market data.
Accurate and synchronized market data is required to effectively reconstruct the trades that would have occurred using the rules defined by the strategy in question. The more granular and accurate the timestamps on the data, the more effective the backtesting will be. This is a critical component in building a successful trading system and its accuracy can make or break a strategy’s profitability.
Food for thought - while the word “compliance” is typically met with a collective sigh across financial services organizations, perhaps we should reconsider this historically negative, and costly, connotation. Firms would be wise to act sooner rather than later on timestamping, benefiting almost immediately from the opportunity such insights will offer
Part 1 of this article was written by Jock Percy, CEO of Perseus.
On the heels of a delay in the MiFID II implementation date, firms would be wise to consider the additional benefits that time stamping can provide and act sooner rather than later on this directive.
The London Summit is coming, get involved!
I’m sure you’ve heard the buzz about new MiFID II regulations in Europe, and the recent announcement delaying implementation until 2018. I’m also sure this is not the first you’re hearing of the MiFID II time synchronization rules that will require all EU trading venues, their members and participants to record accurate timestamps for any and all ‘reportable events’.
Furthermore, the clocks used must be synchronized to UTC within 100 microseconds (each microsecond is one-millionth of a second), 1 millisecond, or 1 second depending on the type of trading involved. But what does this mean? What is so complicated that the EU has decided to give us an extra full year, and maybe even more?
Let’s start from the beginning. Universal Time Coordinate, UTC, is the common time standard around the world. As the basis for today’s civil, 24-hour time standard, UTC is measured using very precise atomic clocks taking into account the Earth’s rotation. The name UTC was formally accepted in 1960 and officially replaced Greenwich Mean Time (GMT) in 1974 as the sole, global standard.
What is a Reportable Event?
The next logical question then, what is a “reportable event” under MiFID II? Depending on the final technical standards, it could include all of the multiple components in a trading system.
In achieving ESMA’s goal of increased market transparency, timestamps will be used to help regulators understand when and what decisions are made throughout the order process. So, it stands to reason that anywhere in the system where a “trading decision” is made, a timestamp will need to be recorded.At the trading terminal, it would be safe to assume that timestamps related to any trading instructions or orders submitted from the terminal will need to be recorded.
As we get into the automated or algorithmic component of a strategy or system, you must consider the most stringent microsecond timestamping and synchronization requirements. The algo engines will be programmed to automatically place trades based on a predefined set of instructions or triggers.
In this case, accurate time stamps will need to be recorded both when any instructions are received from the terminal, when the specific signal that triggers an order is received by the system, as well as exactly when the order is sent.
A pre-trade risk server also poses an opportunity for time stamping requirements. As the server analyzes the riskiness of the trade, and whether the trade has sufficient credit and position limits to execute the trade, auditors will want an accurate record of when the risk server receives the trade and when it is ‘approved’ or cancelled.
Another part of the MiFID II regulation requires that broker firms take “all sufficient steps” to achieve best execution for their clients. This includes analysis of price, costs, speed, likelihood of execution and settlement, order size, etc. Many firms satisfy these requirements through the introduction of a smart order router in their system and based on the factors above, the smart order router will determine the optimal order size and exchange(s) for the trade.
Finally, timestamps should record the time the exchange gateway receives the order and the exact times that each ‘chunk’ of the order is sent to an exchange. Employing time synchronization at the network level enables firms to ensure a complete and accurate view of the market, or at least the exchanges and Liquidity
Liquidity
The term liquidity refers to the process, speed, and ease of which a given asset or security can be converted into cash. Notably, liquidity surmises a retention in market price, with the most liquid assets representing cash. The most liquid asset of all is cash itself. · In economics, liquidity is defined by how efficiently and quickly an asset can be converted into usable cash without materially affecting its market price. · Nothing is more liquid than cash, while other assets represent varying degrees of liquidity. This can be differentiated as market liquidity or accounting liquidity.· Liquidity refers to a tangible construct that can be measures. The most common ways to do so include a current ratio, quick ratio, and cash ratio. What is the Definition of Liquidity? Liquidity is a common definition used in investing, banking, or the financial services space. Its primary function is to ascertain how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? By definition, in terms of liquidity, cash is unequivocally seen as the most liquid asset in an economic sense. This is due to its widespread acceptance and ease of conversion into other assets, forms of cash, or currencies, etc. All other liquid assets must be able to be quickly and efficiently converted into cash, i.e., financial liquidity. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. By extension, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Liquidity Spectrum Liquid assets can be defined primarily as either cash on hand or simply an asset that can be easily or readily converted into usable cash. It is important to note that cash is not uniformly liquid for several reasons. The below examples encompass all types of assets and their corresponding level of liquidity. Examples of Liquid Assets or Securities A good example of this is the US dollar, which is recognized or accepted globally, and backed by the US government or Federal Reserve Bank. Other major forms of cash include Euros, or major currencies. This differs notably from the legal tender in many emerging countries or others for political or economic reasons. Cash aside, assets such as stocks or equities, bonds and other securities, money market assets, marketable securities, US treasuries or T-notes, exchange-traded funds (ETFs), a savings account, and mutual funds serve as the most liquid assets. These are generally assumed to be quick assets. Each of these assets can be converted into cash either instantaneously, or via any brokerage platform, exchange, etc., often in as little as minutes or seconds. As such, these assets are liquid. Examples of Illiquid Assets or Securities Conversely, illiquid assets still retain importance and value, though are much more difficult to convert into cash. Common examples of this include land or real estate, intellectual property, or other forms of capital such as equipment or machinery. In the examples above, liquid assets are assumed to be convertible into cash without substantial fees or delays in time. Illiquid assets on the other hand often suffer from fees or additional conversion costs, processing times, ultimately creating a price disparity. The best example of an illiquid asset is a house. For many individuals this is the most valuable asset they will own in their entire lives. However, selling a house typically requires taxes, realtor fees, and other costs, in addition to time. Real estate or land also takes much longer to exchange into cash, relative to other assets. Types of Liquidity Overall, liquidity is a broad term that needs to be defined by two different measures: market liquidity and accounting liquidity. Both measures deal with different constructs or entities entirely, though are useful metrics with regards to individuals or financial markets. Market Liquidity Market liquidity is a broader term that is used by a market maker to measure the ease of which assets can be bought and sold at transparent prices, namely across exchanges, stock markets, or other financial sectors. This can include among others, a real estate or property market, market for fine arts and collectable, and other goods. Market Liquidity Example As mentioned above, certain financial markets are much more liquid than others. The degree to which stocks from large companies or foreign currencies can be exchanged is much easier than finding a readily available market for antiques, collectables, or other capital, regardless of utility. Overall, a stock market, financial brokerage, or exchange is considered to have the high market liquidity. This is because the difference between both the bid and ask prices between parties is very low. The lower the spread between these two prices, the more liquid a given market is. Additionally, low liquidity refers to a higher spread between two prices. Why Liquidity Varies and What Does Liquidity Mean in Stocks? Every asset has a variable level of liquidity meaning this can change depending on what is being analyzed. One can define liquidity in stocks or stock markets in the same way as in foreign exchange markets, brokers, commodities exchanges, and crypto exchanges. Additionally, how large the market is will also dictate liquidity. The foreign exchange market for example is currently the largest by trading volume with high liquidity due to cash flows. This is hardly surprising given that forms of cash or currencies are being exchanged. What is Liquidity in Stocks? A stock's liquidity refers to how rapidly shares of a stock can be bought or sold without largely impacting a stock price. By definition, liquidity in stocks varies for a number of reasons. Stocks with low liquidity may be difficult to sell and may cause you to take a bigger loss if you cannot sell the shares when you want to. In finance, the most liquid assets are always the most popular. By extension, if a spread between buyers and sellers increases, the market is considered to be less liquid. A good example of this is the real estate or property market. While highly valuable, there are large disparities between the purchase price and selling price of property, as well as the time associated in making these transactions, and additional fees incurred by other parties. Liquidity providers play a key role in this regard. Accounting Liquidity Unlike market liquidity, accounting liquidity measures something different entirely. Accounting liquidity is a measure by which either an individual or entity can meet their respective current financial obligations with the current liquid assets available to them. This includes paying off debts, overhead, or any other fixed costs associated with a business. Accounting liquidity is a functional comparison between one’s current liquid assets and their current liabilities. In the United States and other countries, companies and individuals have to reconcile accounting on a yearly basis. Accounting liquidity is an excellent measure that captures financial obligations due in a year. Accounting Liquidity Example Accounting liquidity itself can be differentiated by several ratios, controlling for how liquid assets are. These measures are useful tools for not just the individual or company in focus but for others that are trying to ascertain current financial health.As an example, accounting liquidity can measure any company’s current financial assets and compare them to its financial obligations. If there is a large disparity between these figures, or much more assets than obligations, a company can be considered to have a strong depth of liquidity.How to Calculate Liquidity Liquidity is of importance to investors, financial market participants, analysts, or even for an investment strategy. Calculating liquidity is a measure of firm or individual’s ability to utilize or harness current liquid assets to current cover short-term debt. This can be achieved using a total of four formulas: the current ratio, quick ratio, acid-test variation, and cash ratio. Current Ratio The current ratio is the easiest measure due to its lack of complexity. Quite simply, the current ratio measures a firm or individual’s current assets or those than can be sold within a calendar year, weighed against all current liabilities. Current Ratio = Current Assets/Current Liabilities If the current ratio’s value is greater than 1, then the entity in question can be assumed to reconcile its financial obligations using its current liquid assets. Highly liquid assets will correspond to higher numbers in this regard. Conversely, any number less than 1 indicates that current liquid assets are not enough to cover short-term obligations. Quick Ratio A quick ratio is a slightly more complex way of measuring accounting liquidity via a balance sheet. Unlike the current ratio, the quick ratio excludes current assets that are not as liquid as cash, cash equivalents, or other shorter-term investments. The quick ratio can be defined below by the following: Quick Ratio = (Cash or Cash Equivalents + Shorter-Term Investments + Accounts Receivable)/Current Liabilities Acid-Test Ratio The acid-test ratio is a variation of the quick ratio. The acid-test ratio seeks to deduct inventory from current assets, serving as a traditionally broader measure that is more forgiving to individuals or entities. Acid-Test Ratio = (Current Assets – Inventories – Prepaid Costs)/Current Liabilities Cash Ratio Finally, the cash ratio further isolates current assets, looking to measure only liquid assets that are designated as cash or cash equivalents. In this sense, the cash ratio is the most precise of the other liquidity ratios, excluding accounts receivable, inventories, or other assets. A more precise measure has its uses, namely regarding assessing financial strength in the face of an emergency, i.e., an unforeseen and time sensitive event. The cash ratio can help measure an entity or individual’s hypothesized solvency in the face of unexpected scenarios, events, etc. As such, the cash ratio is defined below: Cash Ratio = Cash and Cash Equivalents/Current Liabilities The cash ratio is not simply a doomsday tool but a highly practical measure when determining market value. In the financial services space, even large companies or profitable institutions can find themselves at liquidity risk due to unexpected events beyond their control. Why is Liquidity Important and Why it Matters to You? Liquidity is very important for not just financial markets but for individuals and investors. Liquid markets benefit all market participants and make it easier to buy and sell securities, stocks, collectables, etc. On an individual level, this is important for personal finance, as ordinary investors are able to better take advantage of trading opportunities. Additionally, high liquidity promotes financial health in companies in the same way it does for individuals. Conclusion – What Does Liquidity Mean? What is liquidity? This metric is a commonly used as a measure in the investing, banking, or financial services space. Liquidity determines how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? – cash, stocks, real estate. Of all assets, cash or money is the most liquid, meaning it is the easiest to utilize. All other liquid assets must be able to be quickly and efficiently converted into cash. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. Conversely, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Frequently Asked Questions About Liquidity Is Liquidity Good or Bad? The term liquidity refers to a measure and is neither good nor bad but is instead a metric of how convertible an asset is to cash. However, high liquidity is associated with lower risk, while a liquid stock is more likely to keep its value when being traded.Is a Home a Liquid Asset? A home or properly is not considered to be a liquid asset. Selling any property can incur additional costs and take a long amount of time. Additionally, there is often a price disparity from the time of purchase, meaning a seller may not even get its original market value back at the time of the sale. Why Are Stocks Liquid? Stocks are some of the most liquid assets in financial markets because these assets can be converted to cash in a short period of time in the event of any financial emergency. Is Tesla a Liquid Stock? Tesla is a liquid stock and while hugely volatile, is an integral part of the NASDAQ and is a globally recognized company. Additionally, the company is a popular single-stock CFD offering at many brokerages, with very high volumes. Is a Pension a Liquid Asset? Certain pensions are liquid assets once you have reached a retirement age. Until you are eligible to withdraw or collect a pension, without early withdrawal penalty, it is not considered a liquid asset.
The term liquidity refers to the process, speed, and ease of which a given asset or security can be converted into cash. Notably, liquidity surmises a retention in market price, with the most liquid assets representing cash. The most liquid asset of all is cash itself. · In economics, liquidity is defined by how efficiently and quickly an asset can be converted into usable cash without materially affecting its market price. · Nothing is more liquid than cash, while other assets represent varying degrees of liquidity. This can be differentiated as market liquidity or accounting liquidity.· Liquidity refers to a tangible construct that can be measures. The most common ways to do so include a current ratio, quick ratio, and cash ratio. What is the Definition of Liquidity? Liquidity is a common definition used in investing, banking, or the financial services space. Its primary function is to ascertain how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? By definition, in terms of liquidity, cash is unequivocally seen as the most liquid asset in an economic sense. This is due to its widespread acceptance and ease of conversion into other assets, forms of cash, or currencies, etc. All other liquid assets must be able to be quickly and efficiently converted into cash, i.e., financial liquidity. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. By extension, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Liquidity Spectrum Liquid assets can be defined primarily as either cash on hand or simply an asset that can be easily or readily converted into usable cash. It is important to note that cash is not uniformly liquid for several reasons. The below examples encompass all types of assets and their corresponding level of liquidity. Examples of Liquid Assets or Securities A good example of this is the US dollar, which is recognized or accepted globally, and backed by the US government or Federal Reserve Bank. Other major forms of cash include Euros, or major currencies. This differs notably from the legal tender in many emerging countries or others for political or economic reasons. Cash aside, assets such as stocks or equities, bonds and other securities, money market assets, marketable securities, US treasuries or T-notes, exchange-traded funds (ETFs), a savings account, and mutual funds serve as the most liquid assets. These are generally assumed to be quick assets. Each of these assets can be converted into cash either instantaneously, or via any brokerage platform, exchange, etc., often in as little as minutes or seconds. As such, these assets are liquid. Examples of Illiquid Assets or Securities Conversely, illiquid assets still retain importance and value, though are much more difficult to convert into cash. Common examples of this include land or real estate, intellectual property, or other forms of capital such as equipment or machinery. In the examples above, liquid assets are assumed to be convertible into cash without substantial fees or delays in time. Illiquid assets on the other hand often suffer from fees or additional conversion costs, processing times, ultimately creating a price disparity. The best example of an illiquid asset is a house. For many individuals this is the most valuable asset they will own in their entire lives. However, selling a house typically requires taxes, realtor fees, and other costs, in addition to time. Real estate or land also takes much longer to exchange into cash, relative to other assets. Types of Liquidity Overall, liquidity is a broad term that needs to be defined by two different measures: market liquidity and accounting liquidity. Both measures deal with different constructs or entities entirely, though are useful metrics with regards to individuals or financial markets. Market Liquidity Market liquidity is a broader term that is used by a market maker to measure the ease of which assets can be bought and sold at transparent prices, namely across exchanges, stock markets, or other financial sectors. This can include among others, a real estate or property market, market for fine arts and collectable, and other goods. Market Liquidity Example As mentioned above, certain financial markets are much more liquid than others. The degree to which stocks from large companies or foreign currencies can be exchanged is much easier than finding a readily available market for antiques, collectables, or other capital, regardless of utility. Overall, a stock market, financial brokerage, or exchange is considered to have the high market liquidity. This is because the difference between both the bid and ask prices between parties is very low. The lower the spread between these two prices, the more liquid a given market is. Additionally, low liquidity refers to a higher spread between two prices. Why Liquidity Varies and What Does Liquidity Mean in Stocks? Every asset has a variable level of liquidity meaning this can change depending on what is being analyzed. One can define liquidity in stocks or stock markets in the same way as in foreign exchange markets, brokers, commodities exchanges, and crypto exchanges. Additionally, how large the market is will also dictate liquidity. The foreign exchange market for example is currently the largest by trading volume with high liquidity due to cash flows. This is hardly surprising given that forms of cash or currencies are being exchanged. What is Liquidity in Stocks? A stock's liquidity refers to how rapidly shares of a stock can be bought or sold without largely impacting a stock price. By definition, liquidity in stocks varies for a number of reasons. Stocks with low liquidity may be difficult to sell and may cause you to take a bigger loss if you cannot sell the shares when you want to. In finance, the most liquid assets are always the most popular. By extension, if a spread between buyers and sellers increases, the market is considered to be less liquid. A good example of this is the real estate or property market. While highly valuable, there are large disparities between the purchase price and selling price of property, as well as the time associated in making these transactions, and additional fees incurred by other parties. Liquidity providers play a key role in this regard. Accounting Liquidity Unlike market liquidity, accounting liquidity measures something different entirely. Accounting liquidity is a measure by which either an individual or entity can meet their respective current financial obligations with the current liquid assets available to them. This includes paying off debts, overhead, or any other fixed costs associated with a business. Accounting liquidity is a functional comparison between one’s current liquid assets and their current liabilities. In the United States and other countries, companies and individuals have to reconcile accounting on a yearly basis. Accounting liquidity is an excellent measure that captures financial obligations due in a year. Accounting Liquidity Example Accounting liquidity itself can be differentiated by several ratios, controlling for how liquid assets are. These measures are useful tools for not just the individual or company in focus but for others that are trying to ascertain current financial health.As an example, accounting liquidity can measure any company’s current financial assets and compare them to its financial obligations. If there is a large disparity between these figures, or much more assets than obligations, a company can be considered to have a strong depth of liquidity.How to Calculate Liquidity Liquidity is of importance to investors, financial market participants, analysts, or even for an investment strategy. Calculating liquidity is a measure of firm or individual’s ability to utilize or harness current liquid assets to current cover short-term debt. This can be achieved using a total of four formulas: the current ratio, quick ratio, acid-test variation, and cash ratio. Current Ratio The current ratio is the easiest measure due to its lack of complexity. Quite simply, the current ratio measures a firm or individual’s current assets or those than can be sold within a calendar year, weighed against all current liabilities. Current Ratio = Current Assets/Current Liabilities If the current ratio’s value is greater than 1, then the entity in question can be assumed to reconcile its financial obligations using its current liquid assets. Highly liquid assets will correspond to higher numbers in this regard. Conversely, any number less than 1 indicates that current liquid assets are not enough to cover short-term obligations. Quick Ratio A quick ratio is a slightly more complex way of measuring accounting liquidity via a balance sheet. Unlike the current ratio, the quick ratio excludes current assets that are not as liquid as cash, cash equivalents, or other shorter-term investments. The quick ratio can be defined below by the following: Quick Ratio = (Cash or Cash Equivalents + Shorter-Term Investments + Accounts Receivable)/Current Liabilities Acid-Test Ratio The acid-test ratio is a variation of the quick ratio. The acid-test ratio seeks to deduct inventory from current assets, serving as a traditionally broader measure that is more forgiving to individuals or entities. Acid-Test Ratio = (Current Assets – Inventories – Prepaid Costs)/Current Liabilities Cash Ratio Finally, the cash ratio further isolates current assets, looking to measure only liquid assets that are designated as cash or cash equivalents. In this sense, the cash ratio is the most precise of the other liquidity ratios, excluding accounts receivable, inventories, or other assets. A more precise measure has its uses, namely regarding assessing financial strength in the face of an emergency, i.e., an unforeseen and time sensitive event. The cash ratio can help measure an entity or individual’s hypothesized solvency in the face of unexpected scenarios, events, etc. As such, the cash ratio is defined below: Cash Ratio = Cash and Cash Equivalents/Current Liabilities The cash ratio is not simply a doomsday tool but a highly practical measure when determining market value. In the financial services space, even large companies or profitable institutions can find themselves at liquidity risk due to unexpected events beyond their control. Why is Liquidity Important and Why it Matters to You? Liquidity is very important for not just financial markets but for individuals and investors. Liquid markets benefit all market participants and make it easier to buy and sell securities, stocks, collectables, etc. On an individual level, this is important for personal finance, as ordinary investors are able to better take advantage of trading opportunities. Additionally, high liquidity promotes financial health in companies in the same way it does for individuals. Conclusion – What Does Liquidity Mean? What is liquidity? This metric is a commonly used as a measure in the investing, banking, or financial services space. Liquidity determines how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? – cash, stocks, real estate. Of all assets, cash or money is the most liquid, meaning it is the easiest to utilize. All other liquid assets must be able to be quickly and efficiently converted into cash. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. Conversely, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Frequently Asked Questions About Liquidity Is Liquidity Good or Bad? The term liquidity refers to a measure and is neither good nor bad but is instead a metric of how convertible an asset is to cash. However, high liquidity is associated with lower risk, while a liquid stock is more likely to keep its value when being traded.Is a Home a Liquid Asset? A home or properly is not considered to be a liquid asset. Selling any property can incur additional costs and take a long amount of time. Additionally, there is often a price disparity from the time of purchase, meaning a seller may not even get its original market value back at the time of the sale. Why Are Stocks Liquid? Stocks are some of the most liquid assets in financial markets because these assets can be converted to cash in a short period of time in the event of any financial emergency. Is Tesla a Liquid Stock? Tesla is a liquid stock and while hugely volatile, is an integral part of the NASDAQ and is a globally recognized company. Additionally, the company is a popular single-stock CFD offering at many brokerages, with very high volumes. Is a Pension a Liquid Asset? Certain pensions are liquid assets once you have reached a retirement age. Until you are eligible to withdraw or collect a pension, without early withdrawal penalty, it is not considered a liquid asset.
Read this Term venues to which it is connected, and in turn prove that best execution was achieved.
Moving Pieces
As you can see, even just within a firm’s own trading system there are a lot of moving pieces. Add to that the fact that most large trading firms have these systems set up in multiple data centers and send orders to dozens of different exchanges around the world and you can see why it is critical to have a singular, synchronized source of time across your entire trading infrastructure.
Now going back to the recently delayed, 2018 implementation date. The task may seem daunting, but just because you now have extra time does not mean you should push this to the back burner. While compliance may feel like the number one driver right now, implementing accurate timestamping can provide your business with much greater performance visibility, enable better analysis and ultimately help you to improve efficiency. Let’s take a look at two examples:
Have you ever experienced slippage in your trading activities? Slippage can result from market Volatility
Volatility
In finance, volatility refers to the amount of change in the rate of a financial instrument, such as commodities, currencies, stocks, over a given time period. Essentially, volatility describes the nature of an instrument’s fluctuation; a highly volatile security equates to large fluctuations in price, and a low volatile security equates to timid fluctuations in price. Volatility is an important statistical indicator used by financial traders to assist them in developing trading systems. Traders can be successful in both low and high volatile environments, but the strategies employed are often different depending upon volatility. Why Too Much Volatility is a ProblemIn the FX space, lower volatile currency pairs offer less surprises, and are suited to position traders.High volatile pairs are attractive for many day traders, due to quick and strong movements, offering the potential for higher profits, although the risk associated with such volatile pairs are many. Overall, a look at previous volatility tells us how likely price will fluctuate in the future, although it has nothing to do with direction.All a trader can gather from this is the understanding that the probability of a volatile pair to increase or decrease an X amount in a Y period of time, is more than the probability of a non-volatile pair. Another important factor is, volatility can and does change over time, and there can be periods when even highly volatile instruments show signs of flatness, with price not really making headway in either direction. Too little volatility is just as problematic for markets as too much, we uncertainty in excess can create panic and problems of liquidity. This was evident during Black Swan events or other crisis that have historically roiled currency and equity markets.
In finance, volatility refers to the amount of change in the rate of a financial instrument, such as commodities, currencies, stocks, over a given time period. Essentially, volatility describes the nature of an instrument’s fluctuation; a highly volatile security equates to large fluctuations in price, and a low volatile security equates to timid fluctuations in price. Volatility is an important statistical indicator used by financial traders to assist them in developing trading systems. Traders can be successful in both low and high volatile environments, but the strategies employed are often different depending upon volatility. Why Too Much Volatility is a ProblemIn the FX space, lower volatile currency pairs offer less surprises, and are suited to position traders.High volatile pairs are attractive for many day traders, due to quick and strong movements, offering the potential for higher profits, although the risk associated with such volatile pairs are many. Overall, a look at previous volatility tells us how likely price will fluctuate in the future, although it has nothing to do with direction.All a trader can gather from this is the understanding that the probability of a volatile pair to increase or decrease an X amount in a Y period of time, is more than the probability of a non-volatile pair. Another important factor is, volatility can and does change over time, and there can be periods when even highly volatile instruments show signs of flatness, with price not really making headway in either direction. Too little volatility is just as problematic for markets as too much, we uncertainty in excess can create panic and problems of liquidity. This was evident during Black Swan events or other crisis that have historically roiled currency and equity markets.
Read this Term or a lack of liquidity, but often is the result of the latency of a trading system. Understanding where the slippage occurred, and how you can improve your strategy for the future requires very detailed and retroactive transaction cost analysis made possible only with accurate time stamping.
Were you looking at the right market signals? Did you send your order to the right exchange(s) for best execution? Does your network employ the fastest fiber routes? Without the ability to retrace an order’s entire chain of events, from ideation to execution, you will not be able to identify or calculate the best possible outcome and improve your execution on future trades.
Backtesting
Similarly, many traders preach the importance of backtesting a trading strategy before implementing it in the markets. While trying to test your strategy on future, and therefore unpredictable data, can take years and tons of manpower, back testing enables a trader to quickly simulate his or her strategy based on historical market data.
Accurate and synchronized market data is required to effectively reconstruct the trades that would have occurred using the rules defined by the strategy in question. The more granular and accurate the timestamps on the data, the more effective the backtesting will be. This is a critical component in building a successful trading system and its accuracy can make or break a strategy’s profitability.
Food for thought - while the word “compliance” is typically met with a collective sigh across financial services organizations, perhaps we should reconsider this historically negative, and costly, connotation. Firms would be wise to act sooner rather than later on timestamping, benefiting almost immediately from the opportunity such insights will offer
