US investment bank and asset management firm, Piper Jaffray Companies (NYSE: PJC), today announced that it has reached a definitive agreement with the Bank of Montreal (BMO) to acquire BMO Capital Markets GKST Inc. (GKST), BMO’s wholly-owned municipal bond dealer.

Headquartered in Minneapolis, Piper Jaffray is a full-service investment bank and asset management firm focused on mergers and acquisitions, financial restructuring, public offerings, public finance, institutional brokerage, investment management and securities research.

Not only can Piper Jaffray expect to gain from GKST’s core brokerage business, which provides debt securities, but it also hopes to benefit from GKST’s strategic  Analytics   Analytics Analytics may be defined as the detection, analysis, and relay of consequential patterns in data. Analytics also seeks to explain or accurately reflect the relationship between data and effective decision making. In the trading space, analytics are applied in a predictive manner in an attempt to more accurately forecast the price. This predictive model of analytics generally involves the analysis of historical price patterns that are used in an attempt to determine certain price outcomes. Analytics may also be structured with a descriptive model, where readers attempt to draw a correlation and better understanding as to how and why traders react to a particular set of variables. Traders sometimes implement technical indicators such as moving averages, Bollinger Bands, and breakpoints which are built upon historical data and are used to predict future price movements. How Analytics Relates to Algo TradingAnalytics are relied upon in the concept of algorithmic trading where software is programmed to autonomously signal and/or execute buy and sell orders based upon a series of predetermined factors. In the institutional space, Algo-trading has become vastly competitive over the years as trading institutions seek to outperform competitors through automated systems and the virtual application of trading strategies.The digestion and computation of analytics are also seen in the emerging field of high-frequency trading, where supercomputers are used to analyze multiple markets simultaneously to make near-instantaneous automated trading decisions. Platforms that support HFT have the capability to significantly outperform human traders.This is due to the innate ability to be able to comprehensively analyze big data sets while taking under do consideration an innumerable sum of factors that humans are incapable of comprehending in such speed. Additionally, analytics are seen with backtesting. Backtesting is used by traders to test the consistency and effectiveness of trading strategies and software-based trading solutions against historical price data. Backtesting also serves as an ideal playground for the further development of high-frequency trading as well as evaluating the performance of manual or automated trades. Analytics will continue to have an increasingly significant role in trading as emerging technologies and the advancement of trading applications progress beyond human capability. Analytics may be defined as the detection, analysis, and relay of consequential patterns in data. Analytics also seeks to explain or accurately reflect the relationship between data and effective decision making. In the trading space, analytics are applied in a predictive manner in an attempt to more accurately forecast the price. This predictive model of analytics generally involves the analysis of historical price patterns that are used in an attempt to determine certain price outcomes. Analytics may also be structured with a descriptive model, where readers attempt to draw a correlation and better understanding as to how and why traders react to a particular set of variables. Traders sometimes implement technical indicators such as moving averages, Bollinger Bands, and breakpoints which are built upon historical data and are used to predict future price movements. How Analytics Relates to Algo TradingAnalytics are relied upon in the concept of algorithmic trading where software is programmed to autonomously signal and/or execute buy and sell orders based upon a series of predetermined factors. In the institutional space, Algo-trading has become vastly competitive over the years as trading institutions seek to outperform competitors through automated systems and the virtual application of trading strategies.The digestion and computation of analytics are also seen in the emerging field of high-frequency trading, where supercomputers are used to analyze multiple markets simultaneously to make near-instantaneous automated trading decisions. Platforms that support HFT have the capability to significantly outperform human traders.This is due to the innate ability to be able to comprehensively analyze big data sets while taking under do consideration an innumerable sum of factors that humans are incapable of comprehending in such speed. Additionally, analytics are seen with backtesting. Backtesting is used by traders to test the consistency and effectiveness of trading strategies and software-based trading solutions against historical price data. Backtesting also serves as an ideal playground for the further development of high-frequency trading as well as evaluating the performance of manual or automated trades. Analytics will continue to have an increasingly significant role in trading as emerging technologies and the advancement of trading applications progress beyond human capability. Read this Term, municipal research, institutional trading, and public finance offerings. As such, Piper Jaffray intends to expand its strategy and analytics capabilities to develop its financial institutions franchise with the  Acquisition  Acquisition Acquisition means acquiring or taking possession or the securing of property, services, or abilities. To put it simply, it is the act or process of acquiring or gaining. You can acquire a work of art, you can acquire an ability such as speaking another language, you can acquire a business or shares in a company and you can acquire an accountant's service. For example, you can acquire a new car. In a broad sense, Acquisition can mean the act of taking ownership or possession of something. There are many ways to acquire or to take the acquisition of property and services. How Companies Utilize AcquisitionsIn finance, the term acquisition is most often used when referring to taking control of a company. An acquisition can be either an agreed deal or a hostile takeover. Companies also may acquire units of a company, property, or other assets. An acquisition is when one business, person, or company purchases most if not of another company's shares to gain control of that company. Buying more than 50% of a target firm's stock and other assets allows the acquirer to make decisions about the newly acquired assets without the approval of the company's shareholders. In finance, there are several types of acquisitions that one speaks of when referring to Acquisitions and Mergers. A horizontal acquisition is when two companies come together with similar products/services. Conversely, a vertical acquisition means two companies join forces in the same industry, but they are at different points on the supply chain.Moreover, a conglomerate represents two companies in different industries join forces, or one takes over the other to broaden their range of services and products. Finally, a concentric acquisition occurs when companies will share customers but provide different services. Acquisition means acquiring or taking possession or the securing of property, services, or abilities. To put it simply, it is the act or process of acquiring or gaining. You can acquire a work of art, you can acquire an ability such as speaking another language, you can acquire a business or shares in a company and you can acquire an accountant's service. For example, you can acquire a new car. In a broad sense, Acquisition can mean the act of taking ownership or possession of something. There are many ways to acquire or to take the acquisition of property and services. How Companies Utilize AcquisitionsIn finance, the term acquisition is most often used when referring to taking control of a company. An acquisition can be either an agreed deal or a hostile takeover. Companies also may acquire units of a company, property, or other assets. An acquisition is when one business, person, or company purchases most if not of another company's shares to gain control of that company. Buying more than 50% of a target firm's stock and other assets allows the acquirer to make decisions about the newly acquired assets without the approval of the company's shareholders. In finance, there are several types of acquisitions that one speaks of when referring to Acquisitions and Mergers. A horizontal acquisition is when two companies come together with similar products/services. Conversely, a vertical acquisition means two companies join forces in the same industry, but they are at different points on the supply chain.Moreover, a conglomerate represents two companies in different industries join forces, or one takes over the other to broaden their range of services and products. Finally, a concentric acquisition occurs when companies will share customers but provide different services. Read this Term of GKST.

Commenting on the deal, Piper Jaffray Companies’ Chairman and CEO, Andrew Duff, said: “The fixed income business has been a longstanding and core focus for Piper Jaffray, and our commitment to sustainable growth led us to GKST.”

“This acquisition represents a compelling strategic and cultural fit. GKST and Piper Jaffray have both cultivated a solid institutional business, rich history and client-centric, partnership culture,” said Brad Winges, Head of Fixed Income Services and Head of Firm Investments & Trading at Piper Jaffray. “Clients from both firms will benefit from broader product offerings and more robust analytical intelligence across a wider distribution network.”

The transaction is subject to regulatory approval and customary closing conditions, with expected closure in Q4 2015.

The news comes as new bond sales are accelerating in the $3.6 trillion municipal market. States and cities have issued $231 billion of debt this year, up more than 50 percent from the same period in 2014 and the fastest pace since at least 2003, according to data compiled by Bloomberg.