Author: Leonard Zacks
Publisher: John Wiley & Sons
ISBN: 1118127765
Category : Business & Economics
Languages : en
Pages : 352
Book Description
Investment pioneer Len Zacks presents the latest academic research on how to beat the market using equity anomalies The Handbook of Equity Market Anomalies organizes and summarizes research carried out by hundreds of finance and accounting professors over the last twenty years to identify and measure equity market inefficiencies and provides self-directed individual investors with a framework for incorporating the results of this research into their own investment processes. Edited by Len Zacks, CEO of Zacks Investment Research, and written by leading professors who have performed groundbreaking research on specific anomalies, this book succinctly summarizes the most important anomalies that savvy investors have used for decades to beat the market. Some of the anomalies addressed include the accrual anomaly, net stock anomalies, fundamental anomalies, estimate revisions, changes in and levels of broker recommendations, earnings-per-share surprises, insider trading, price momentum and technical analysis, value and size anomalies, and several seasonal anomalies. This reliable resource also provides insights on how to best use the various anomalies in both market neutral and in long investor portfolios. A treasure trove of investment research and wisdom, the book will save you literally thousands of hours by distilling the essence of twenty years of academic research into eleven clear chapters and providing the framework and conviction to develop market-beating strategies. Strips the academic jargon from the research and highlights the actual returns generated by the anomalies, and documented in the academic literature Provides a theoretical framework within which to understand the concepts of risk adjusted returns and market inefficiencies Anomalies are selected by Len Zacks, a pioneer in the field of investing As the founder of Zacks Investment Research, Len Zacks pioneered the concept of the earnings-per-share surprise in 1982 and developed the Zacks Rank, one of the first anomaly-based stock selection tools. Today, his firm manages U.S. equities for individual and institutional investors and provides investment software and investment data to all types of investors. Now, with his new book, he shows you what it takes to build a quant process to outperform an index based on academically documented market inefficiencies and anomalies.
The Handbook of Equity Market Anomalies
Author: Leonard Zacks
Publisher: John Wiley & Sons
ISBN: 1118127765
Category : Business & Economics
Languages : en
Pages : 352
Book Description
Investment pioneer Len Zacks presents the latest academic research on how to beat the market using equity anomalies The Handbook of Equity Market Anomalies organizes and summarizes research carried out by hundreds of finance and accounting professors over the last twenty years to identify and measure equity market inefficiencies and provides self-directed individual investors with a framework for incorporating the results of this research into their own investment processes. Edited by Len Zacks, CEO of Zacks Investment Research, and written by leading professors who have performed groundbreaking research on specific anomalies, this book succinctly summarizes the most important anomalies that savvy investors have used for decades to beat the market. Some of the anomalies addressed include the accrual anomaly, net stock anomalies, fundamental anomalies, estimate revisions, changes in and levels of broker recommendations, earnings-per-share surprises, insider trading, price momentum and technical analysis, value and size anomalies, and several seasonal anomalies. This reliable resource also provides insights on how to best use the various anomalies in both market neutral and in long investor portfolios. A treasure trove of investment research and wisdom, the book will save you literally thousands of hours by distilling the essence of twenty years of academic research into eleven clear chapters and providing the framework and conviction to develop market-beating strategies. Strips the academic jargon from the research and highlights the actual returns generated by the anomalies, and documented in the academic literature Provides a theoretical framework within which to understand the concepts of risk adjusted returns and market inefficiencies Anomalies are selected by Len Zacks, a pioneer in the field of investing As the founder of Zacks Investment Research, Len Zacks pioneered the concept of the earnings-per-share surprise in 1982 and developed the Zacks Rank, one of the first anomaly-based stock selection tools. Today, his firm manages U.S. equities for individual and institutional investors and provides investment software and investment data to all types of investors. Now, with his new book, he shows you what it takes to build a quant process to outperform an index based on academically documented market inefficiencies and anomalies.
Publisher: John Wiley & Sons
ISBN: 1118127765
Category : Business & Economics
Languages : en
Pages : 352
Book Description
Investment pioneer Len Zacks presents the latest academic research on how to beat the market using equity anomalies The Handbook of Equity Market Anomalies organizes and summarizes research carried out by hundreds of finance and accounting professors over the last twenty years to identify and measure equity market inefficiencies and provides self-directed individual investors with a framework for incorporating the results of this research into their own investment processes. Edited by Len Zacks, CEO of Zacks Investment Research, and written by leading professors who have performed groundbreaking research on specific anomalies, this book succinctly summarizes the most important anomalies that savvy investors have used for decades to beat the market. Some of the anomalies addressed include the accrual anomaly, net stock anomalies, fundamental anomalies, estimate revisions, changes in and levels of broker recommendations, earnings-per-share surprises, insider trading, price momentum and technical analysis, value and size anomalies, and several seasonal anomalies. This reliable resource also provides insights on how to best use the various anomalies in both market neutral and in long investor portfolios. A treasure trove of investment research and wisdom, the book will save you literally thousands of hours by distilling the essence of twenty years of academic research into eleven clear chapters and providing the framework and conviction to develop market-beating strategies. Strips the academic jargon from the research and highlights the actual returns generated by the anomalies, and documented in the academic literature Provides a theoretical framework within which to understand the concepts of risk adjusted returns and market inefficiencies Anomalies are selected by Len Zacks, a pioneer in the field of investing As the founder of Zacks Investment Research, Len Zacks pioneered the concept of the earnings-per-share surprise in 1982 and developed the Zacks Rank, one of the first anomaly-based stock selection tools. Today, his firm manages U.S. equities for individual and institutional investors and provides investment software and investment data to all types of investors. Now, with his new book, he shows you what it takes to build a quant process to outperform an index based on academically documented market inefficiencies and anomalies.
Quantitative Equity Investing
Author: Frank J. Fabozzi
Publisher: John Wiley & Sons
ISBN: 0470262478
Category : Business & Economics
Languages : en
Pages : 528
Book Description
A comprehensive look at the tools and techniques used in quantitative equity management Some books attempt to extend portfolio theory, but the real issue today relates to the practical implementation of the theory introduced by Harry Markowitz and others who followed. The purpose of this book is to close the implementation gap by presenting state-of-the art quantitative techniques and strategies for managing equity portfolios. Throughout these pages, Frank Fabozzi, Sergio Focardi, and Petter Kolm address the essential elements of this discipline, including financial model building, financial engineering, static and dynamic factor models, asset allocation, portfolio models, transaction costs, trading strategies, and much more. They also provide ample illustrations and thorough discussions of implementation issues facing those in the investment management business and include the necessary background material in probability, statistics, and econometrics to make the book self-contained. Written by a solid author team who has extensive financial experience in this area Presents state-of-the art quantitative strategies for managing equity portfolios Focuses on the implementation of quantitative equity asset management Outlines effective analysis, optimization methods, and risk models In today's financial environment, you have to have the skills to analyze, optimize and manage the risk of your quantitative equity investments. This guide offers you the best information available to achieve this goal.
Publisher: John Wiley & Sons
ISBN: 0470262478
Category : Business & Economics
Languages : en
Pages : 528
Book Description
A comprehensive look at the tools and techniques used in quantitative equity management Some books attempt to extend portfolio theory, but the real issue today relates to the practical implementation of the theory introduced by Harry Markowitz and others who followed. The purpose of this book is to close the implementation gap by presenting state-of-the art quantitative techniques and strategies for managing equity portfolios. Throughout these pages, Frank Fabozzi, Sergio Focardi, and Petter Kolm address the essential elements of this discipline, including financial model building, financial engineering, static and dynamic factor models, asset allocation, portfolio models, transaction costs, trading strategies, and much more. They also provide ample illustrations and thorough discussions of implementation issues facing those in the investment management business and include the necessary background material in probability, statistics, and econometrics to make the book self-contained. Written by a solid author team who has extensive financial experience in this area Presents state-of-the art quantitative strategies for managing equity portfolios Focuses on the implementation of quantitative equity asset management Outlines effective analysis, optimization methods, and risk models In today's financial environment, you have to have the skills to analyze, optimize and manage the risk of your quantitative equity investments. This guide offers you the best information available to achieve this goal.
Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes)
Author: Cheng Few Lee
Publisher: World Scientific
ISBN: 9811202400
Category : Business & Economics
Languages : en
Pages : 5053
Book Description
This four-volume handbook covers important concepts and tools used in the fields of financial econometrics, mathematics, statistics, and machine learning. Econometric methods have been applied in asset pricing, corporate finance, international finance, options and futures, risk management, and in stress testing for financial institutions. This handbook discusses a variety of econometric methods, including single equation multiple regression, simultaneous equation regression, and panel data analysis, among others. It also covers statistical distributions, such as the binomial and log normal distributions, in light of their applications to portfolio theory and asset management in addition to their use in research regarding options and futures contracts.In both theory and methodology, we need to rely upon mathematics, which includes linear algebra, geometry, differential equations, Stochastic differential equation (Ito calculus), optimization, constrained optimization, and others. These forms of mathematics have been used to derive capital market line, security market line (capital asset pricing model), option pricing model, portfolio analysis, and others.In recent times, an increased importance has been given to computer technology in financial research. Different computer languages and programming techniques are important tools for empirical research in finance. Hence, simulation, machine learning, big data, and financial payments are explored in this handbook.Led by Distinguished Professor Cheng Few Lee from Rutgers University, this multi-volume work integrates theoretical, methodological, and practical issues based on his years of academic and industry experience.
Publisher: World Scientific
ISBN: 9811202400
Category : Business & Economics
Languages : en
Pages : 5053
Book Description
This four-volume handbook covers important concepts and tools used in the fields of financial econometrics, mathematics, statistics, and machine learning. Econometric methods have been applied in asset pricing, corporate finance, international finance, options and futures, risk management, and in stress testing for financial institutions. This handbook discusses a variety of econometric methods, including single equation multiple regression, simultaneous equation regression, and panel data analysis, among others. It also covers statistical distributions, such as the binomial and log normal distributions, in light of their applications to portfolio theory and asset management in addition to their use in research regarding options and futures contracts.In both theory and methodology, we need to rely upon mathematics, which includes linear algebra, geometry, differential equations, Stochastic differential equation (Ito calculus), optimization, constrained optimization, and others. These forms of mathematics have been used to derive capital market line, security market line (capital asset pricing model), option pricing model, portfolio analysis, and others.In recent times, an increased importance has been given to computer technology in financial research. Different computer languages and programming techniques are important tools for empirical research in finance. Hence, simulation, machine learning, big data, and financial payments are explored in this handbook.Led by Distinguished Professor Cheng Few Lee from Rutgers University, this multi-volume work integrates theoretical, methodological, and practical issues based on his years of academic and industry experience.
Inefficient Markets
Author: Andrei Shleifer
Publisher: OUP Oxford
ISBN: 0191606898
Category : Business & Economics
Languages : en
Pages : 308
Book Description
The efficient markets hypothesis has been the central proposition in finance for nearly thirty years. It states that securities prices in financial markets must equal fundamental values, either because all investors are rational or because arbitrage eliminates pricing anomalies. This book describes an alternative approach to the study of financial markets: behavioral finance. This approach starts with an observation that the assumptions of investor rationality and perfect arbitrage are overwhelmingly contradicted by both psychological and institutional evidence. In actual financial markets, less than fully rational investors trade against arbitrageurs whose resources are limited by risk aversion, short horizons, and agency problems. The book presents and empirically evaluates models of such inefficient markets. Behavioral finance models both explain the available financial data better than does the efficient markets hypothesis and generate new empirical predictions. These models can account for such anomalies as the superior performance of value stocks, the closed end fund puzzle, the high returns on stocks included in market indices, the persistence of stock price bubbles, and even the collapse of several well-known hedge funds in 1998. By summarizing and expanding the research in behavioral finance, the book builds a new theoretical and empirical foundation for the economic analysis of real-world markets.
Publisher: OUP Oxford
ISBN: 0191606898
Category : Business & Economics
Languages : en
Pages : 308
Book Description
The efficient markets hypothesis has been the central proposition in finance for nearly thirty years. It states that securities prices in financial markets must equal fundamental values, either because all investors are rational or because arbitrage eliminates pricing anomalies. This book describes an alternative approach to the study of financial markets: behavioral finance. This approach starts with an observation that the assumptions of investor rationality and perfect arbitrage are overwhelmingly contradicted by both psychological and institutional evidence. In actual financial markets, less than fully rational investors trade against arbitrageurs whose resources are limited by risk aversion, short horizons, and agency problems. The book presents and empirically evaluates models of such inefficient markets. Behavioral finance models both explain the available financial data better than does the efficient markets hypothesis and generate new empirical predictions. These models can account for such anomalies as the superior performance of value stocks, the closed end fund puzzle, the high returns on stocks included in market indices, the persistence of stock price bubbles, and even the collapse of several well-known hedge funds in 1998. By summarizing and expanding the research in behavioral finance, the book builds a new theoretical and empirical foundation for the economic analysis of real-world markets.
The Behavior of Financial Markets under Rational Expectations
Author: Yan Han
Publisher: Bridge 21 Publications
ISBN: 1626430888
Category : Business & Economics
Languages : en
Pages : 152
Book Description
The financial markets have become more and more important in modern society. The behavior of the financial markets, and its impacts on our society, relies crucially on the behavior of market participants, aka the investors of different types. Although descriptions of the financial markets on the macro level have caught great attentions of investors, regulators, and the ordinary people, how the market participants interact with each other in the financial market may provide deeper insights on how and why the financial markets behave. This book tries to supply as much research on the micro level of financial market behavior as possible to the readers. The author has been doing financial research, especially on the micro level, during the past two decades. The academic research on this broad area has undergone a rapid growth, with new results, methods, theories, and even paradigms, emerging and burgeoning almost every year. As a financial researcher in one of Chinas top universities, the author has kept monitoring, digesting, and synthesizing the research articles in the area. This book is the outcome of this decades-long routine research work of the author. The book covers the fundamental economic theories of how different investors receive and interpret information. The empirical results of investors behavior are also discussed in depth. The book also shows the basic academic techniques of modeling the investors behavior.
Publisher: Bridge 21 Publications
ISBN: 1626430888
Category : Business & Economics
Languages : en
Pages : 152
Book Description
The financial markets have become more and more important in modern society. The behavior of the financial markets, and its impacts on our society, relies crucially on the behavior of market participants, aka the investors of different types. Although descriptions of the financial markets on the macro level have caught great attentions of investors, regulators, and the ordinary people, how the market participants interact with each other in the financial market may provide deeper insights on how and why the financial markets behave. This book tries to supply as much research on the micro level of financial market behavior as possible to the readers. The author has been doing financial research, especially on the micro level, during the past two decades. The academic research on this broad area has undergone a rapid growth, with new results, methods, theories, and even paradigms, emerging and burgeoning almost every year. As a financial researcher in one of Chinas top universities, the author has kept monitoring, digesting, and synthesizing the research articles in the area. This book is the outcome of this decades-long routine research work of the author. The book covers the fundamental economic theories of how different investors receive and interpret information. The empirical results of investors behavior are also discussed in depth. The book also shows the basic academic techniques of modeling the investors behavior.
AI and Financial Markets
Author: Shigeyuki Hamori
Publisher: MDPI
ISBN: 3039362240
Category : Business & Economics
Languages : en
Pages : 230
Book Description
Artificial intelligence (AI) is regarded as the science and technology for producing an intelligent machine, particularly, an intelligent computer program. Machine learning is an approach to realizing AI comprising a collection of statistical algorithms, of which deep learning is one such example. Due to the rapid development of computer technology, AI has been actively explored for a variety of academic and practical purposes in the context of financial markets. This book focuses on the broad topic of “AI and Financial Markets”, and includes novel research associated with this topic. The book includes contributions on the application of machine learning, agent-based artificial market simulation, and other related skills to the analysis of various aspects of financial markets.
Publisher: MDPI
ISBN: 3039362240
Category : Business & Economics
Languages : en
Pages : 230
Book Description
Artificial intelligence (AI) is regarded as the science and technology for producing an intelligent machine, particularly, an intelligent computer program. Machine learning is an approach to realizing AI comprising a collection of statistical algorithms, of which deep learning is one such example. Due to the rapid development of computer technology, AI has been actively explored for a variety of academic and practical purposes in the context of financial markets. This book focuses on the broad topic of “AI and Financial Markets”, and includes novel research associated with this topic. The book includes contributions on the application of machine learning, agent-based artificial market simulation, and other related skills to the analysis of various aspects of financial markets.
Handbook of Empirical Corporate Finance SET
Author: Bjørn Espen Eckbo
Publisher: Elsevier
ISBN: 0080559565
Category : Business & Economics
Languages : en
Pages : 1137
Book Description
This two-volume set summarizes recent research on corporate decision-making. The first volume covers measurement and theoretical subjects as well as sources of capital, including banks, public offerings, and private investors. In the second volume, contributors focus on the ways corporations are structured and the practices through which they can be bought and sold. Thus, its major subjects include dividends, capital structure, financial distress, takeovers, restructurings, and managerial incentives. - Takes stock of the main empirical findings to date across an unprecedented spectrum of corporate finance issues - Discusses everything from econometric methodology, to raising capital and capital structure choice, and to managerial incentives and corporate investment behavior - Contributors are leading empirical researchers that remain active in their respective areas of expertise - Writing style makes the chapters accessible to industry practitioners
Publisher: Elsevier
ISBN: 0080559565
Category : Business & Economics
Languages : en
Pages : 1137
Book Description
This two-volume set summarizes recent research on corporate decision-making. The first volume covers measurement and theoretical subjects as well as sources of capital, including banks, public offerings, and private investors. In the second volume, contributors focus on the ways corporations are structured and the practices through which they can be bought and sold. Thus, its major subjects include dividends, capital structure, financial distress, takeovers, restructurings, and managerial incentives. - Takes stock of the main empirical findings to date across an unprecedented spectrum of corporate finance issues - Discusses everything from econometric methodology, to raising capital and capital structure choice, and to managerial incentives and corporate investment behavior - Contributors are leading empirical researchers that remain active in their respective areas of expertise - Writing style makes the chapters accessible to industry practitioners
DIY Financial Advisor
Author: Wesley R. Gray
Publisher: John Wiley & Sons
ISBN: 111907150X
Category : Business & Economics
Languages : en
Pages : 230
Book Description
DIY Financial Advisor: A Simple Solution to Build and Protect Your Wealth DIY Financial Advisor is a synopsis of our research findings developed while serving as a consultant and asset manager for family offices. By way of background, a family office is a company, or group of people, who manage the wealth a family has gained over generations. The term 'family office' has an element of cachet, and even mystique, because it is usually associated with the mega-wealthy. However, practically speaking, virtually any family that manages its investments—independent of the size of the investment pool—could be considered a family office. The difference is mainly semantic. DIY Financial Advisor outlines a step-by-step process through which investors can take control of their hard-earned wealth and manage their own family office. Our research indicates that what matters in investing are minimizing psychology traps and managing fees and taxes. These simple concepts apply to all families, not just the ultra-wealthy. But can—or should—we be managing our own wealth? Our natural inclination is to succumb to the challenge of portfolio management and let an 'expert' deal with the problem. For a variety of reasons we discuss in this book, we should resist the gut reaction to hire experts. We suggest that investors maintain direct control, or at least a thorough understanding, of how their hard-earned wealth is managed. Our book is meant to be an educational journey that slowly builds confidence in one's own ability to manage a portfolio. We end our book with a potential solution that could be applicable to a wide-variety of investors, from the ultra-high net worth to middle class individuals, all of whom are focused on similar goals of preserving and growing their capital over time. DIY Financial Advisor is a unique resource. This book is the only comprehensive guide to implementing simple quantitative models that can beat the experts. And it comes at the perfect time, as the investment industry is undergoing a significant shift due in part to the use of automated investment strategies that do not require a financial advisor's involvement. DIY Financial Advisor is an essential text that guides you in making your money work for you—not for someone else!
Publisher: John Wiley & Sons
ISBN: 111907150X
Category : Business & Economics
Languages : en
Pages : 230
Book Description
DIY Financial Advisor: A Simple Solution to Build and Protect Your Wealth DIY Financial Advisor is a synopsis of our research findings developed while serving as a consultant and asset manager for family offices. By way of background, a family office is a company, or group of people, who manage the wealth a family has gained over generations. The term 'family office' has an element of cachet, and even mystique, because it is usually associated with the mega-wealthy. However, practically speaking, virtually any family that manages its investments—independent of the size of the investment pool—could be considered a family office. The difference is mainly semantic. DIY Financial Advisor outlines a step-by-step process through which investors can take control of their hard-earned wealth and manage their own family office. Our research indicates that what matters in investing are minimizing psychology traps and managing fees and taxes. These simple concepts apply to all families, not just the ultra-wealthy. But can—or should—we be managing our own wealth? Our natural inclination is to succumb to the challenge of portfolio management and let an 'expert' deal with the problem. For a variety of reasons we discuss in this book, we should resist the gut reaction to hire experts. We suggest that investors maintain direct control, or at least a thorough understanding, of how their hard-earned wealth is managed. Our book is meant to be an educational journey that slowly builds confidence in one's own ability to manage a portfolio. We end our book with a potential solution that could be applicable to a wide-variety of investors, from the ultra-high net worth to middle class individuals, all of whom are focused on similar goals of preserving and growing their capital over time. DIY Financial Advisor is a unique resource. This book is the only comprehensive guide to implementing simple quantitative models that can beat the experts. And it comes at the perfect time, as the investment industry is undergoing a significant shift due in part to the use of automated investment strategies that do not require a financial advisor's involvement. DIY Financial Advisor is an essential text that guides you in making your money work for you—not for someone else!
Behavioural Finance
Author: William Forbes
Publisher: John Wiley & Sons
ISBN: 0470028041
Category : Business & Economics
Languages : en
Pages : 467
Book Description
Behavioural Finance builds on the knowledge and skills that students have already gained on an introductory finance or corporate finance course. The primary focus of the book is on how behavioural approaches extend what students already know. At each stage the theory is developed by application to the FTSE 100 companies and their valuation and strategy. This approach helps the reader understand how behavioural models can be applied to everyday problems faced by practitioners at both a market and individual company level. The book develops simple formal expositions of existing attempts to model the impact of behavioural bias on investor/managers' decisions. Where possible this is done grounding the discussion in practical, numerical, examples from the financial press and business life.
Publisher: John Wiley & Sons
ISBN: 0470028041
Category : Business & Economics
Languages : en
Pages : 467
Book Description
Behavioural Finance builds on the knowledge and skills that students have already gained on an introductory finance or corporate finance course. The primary focus of the book is on how behavioural approaches extend what students already know. At each stage the theory is developed by application to the FTSE 100 companies and their valuation and strategy. This approach helps the reader understand how behavioural models can be applied to everyday problems faced by practitioners at both a market and individual company level. The book develops simple formal expositions of existing attempts to model the impact of behavioural bias on investor/managers' decisions. Where possible this is done grounding the discussion in practical, numerical, examples from the financial press and business life.
The StockTwits Edge
Author: Howard Lindzon
Publisher: John Wiley & Sons
ISBN: 1118029054
Category : Business & Economics
Languages : en
Pages : 360
Book Description
Profitable trade set-ups from StockTwits leading traders One of the biggest secrets on Wall Street is that to become consistently profitable, you need to specialize in a distinct setup. That is, you need to know how to read the signals that can help you identify an opportunity to buy or sell. In The StockTwits Edge: 40 Actionable Trade Setups from Real Market Pros, both well-known professional masters of the market and lesser-known individual traders describe their highest probability setups to teach you about an assortment of time frame and asset class-related market methods along the way. Drawing on the wisdom of some of the top minds at StockTwits, the leading stock market social networking site, this book has something for everyone, giving you exactly what you need to come up with profitable ideas and avoid financial risk, every day. Includes key trading insights from the experts at StockTwits Explains which factors of a setup are important, and why While there are many factors involved in successful trading and investing, the ability to identify profitable situations is paramount, and The StockTwits Edge gives you everything you need to achieve that goal.
Publisher: John Wiley & Sons
ISBN: 1118029054
Category : Business & Economics
Languages : en
Pages : 360
Book Description
Profitable trade set-ups from StockTwits leading traders One of the biggest secrets on Wall Street is that to become consistently profitable, you need to specialize in a distinct setup. That is, you need to know how to read the signals that can help you identify an opportunity to buy or sell. In The StockTwits Edge: 40 Actionable Trade Setups from Real Market Pros, both well-known professional masters of the market and lesser-known individual traders describe their highest probability setups to teach you about an assortment of time frame and asset class-related market methods along the way. Drawing on the wisdom of some of the top minds at StockTwits, the leading stock market social networking site, this book has something for everyone, giving you exactly what you need to come up with profitable ideas and avoid financial risk, every day. Includes key trading insights from the experts at StockTwits Explains which factors of a setup are important, and why While there are many factors involved in successful trading and investing, the ability to identify profitable situations is paramount, and The StockTwits Edge gives you everything you need to achieve that goal.