Retail Investor Sentiment and Behavior

Retail Investor Sentiment and Behavior PDF

Author: Matthias Burghardt

Publisher: Springer Science & Business Media

Published: 2011-03-16

Total Pages: 158

ISBN-13: 3834961701

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Using a unique data set consisting of more than 36.5 million submitted retail investor orders over the course of five years, Matthias Burghardt constructs an innovative retail investor sentiment index. He shows that retail investors’ trading decisions are correlated, that retail investors are contrarians, and that a profitable trading strategy can be based on these aggregated sentiment measures.

Trading on Sentiment

Trading on Sentiment PDF

Author: Richard L. Peterson

Publisher: John Wiley & Sons

Published: 2016-03-04

Total Pages: 368

ISBN-13: 1119163757

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In his debut book on trading psychology, Inside the Investor’s Brain, Rich­ard Peterson demonstrated how managing emotions helps top investors outperform. Now, in Trading on Sentiment, he takes you inside the science of crowd psychol­ogy and demonstrates that not only do price patterns exist, but the most predictable ones are rooted in our shared human nature. Peterson’s team developed text analysis engines to mine data - topics, beliefs, and emotions - from social media. Based on that data, they put together a market-neutral social media-based hedge fund that beat the S&P 500 by more than twenty-four percent—through the 2008 financial crisis. In this groundbreaking guide, he shows you how they did it and why it worked. Applying algorithms to so­cial media data opened up an unprecedented world of insight into the elusive patterns of investor sentiment driving repeating market moves. Inside, you gain a privi­leged look at the media content that moves investors, along with time-tested techniques to make the smart moves—even when it doesn’t feel right. This book digs underneath technicals and fundamentals to explain the primary mover of market prices - the global information flow and how investors react to it. It provides the expert guidance you need to develop a competitive edge, manage risk, and overcome our sometimes-flawed human nature. Learn how traders are using sentiment analysis and statistical tools to extract value from media data in order to: Foresee important price moves using an understanding of how investors process news. Make more profitable investment decisions by identifying when prices are trending, when trends are turning, and when sharp market moves are likely to reverse. Use media sentiment to improve value and momentum investing returns. Avoid the pitfalls of unique price patterns found in commodities, currencies, and during speculative bubbles Trading on Sentiment deepens your understanding of markets and supplies you with the tools and techniques to beat global markets— whether they’re going up, down, or sideways.

Trading on Sentiment

Trading on Sentiment PDF

Author: Richard L. Peterson

Publisher: John Wiley & Sons

Published: 2016-03-21

Total Pages: 368

ISBN-13: 1119122767

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In his debut book on trading psychology, Inside the Investor’s Brain, Rich­ard Peterson demonstrated how managing emotions helps top investors outperform. Now, in Trading on Sentiment, he takes you inside the science of crowd psychol­ogy and demonstrates that not only do price patterns exist, but the most predictable ones are rooted in our shared human nature. Peterson’s team developed text analysis engines to mine data - topics, beliefs, and emotions - from social media. Based on that data, they put together a market-neutral social media-based hedge fund that beat the S&P 500 by more than twenty-four percent—through the 2008 financial crisis. In this groundbreaking guide, he shows you how they did it and why it worked. Applying algorithms to so­cial media data opened up an unprecedented world of insight into the elusive patterns of investor sentiment driving repeating market moves. Inside, you gain a privi­leged look at the media content that moves investors, along with time-tested techniques to make the smart moves—even when it doesn’t feel right. This book digs underneath technicals and fundamentals to explain the primary mover of market prices - the global information flow and how investors react to it. It provides the expert guidance you need to develop a competitive edge, manage risk, and overcome our sometimes-flawed human nature. Learn how traders are using sentiment analysis and statistical tools to extract value from media data in order to: Foresee important price moves using an understanding of how investors process news. Make more profitable investment decisions by identifying when prices are trending, when trends are turning, and when sharp market moves are likely to reverse. Use media sentiment to improve value and momentum investing returns. Avoid the pitfalls of unique price patterns found in commodities, currencies, and during speculative bubbles Trading on Sentiment deepens your understanding of markets and supplies you with the tools and techniques to beat global markets— whether they’re going up, down, or sideways.

Behavioral Trading

Behavioral Trading PDF

Author: Woody Dorsey

Publisher: Texere Publishing

Published: 2003

Total Pages: 0

ISBN-13: 9781587991646

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Dorsey, a publisher of market commentary since 1985, explains market semiotics, his market research philosophy based on the logic of behavioral finance. His proprietary market diagnosis techniques have been described as market expectations theory, behavioral finance, and contrary opinion analysis. Annotation ♭2004 Book News, Inc., Portland, OR (booknews.com).

Sentiment in the Forex Market

Sentiment in the Forex Market PDF

Author: Jamie Saettele

Publisher: John Wiley & Sons

Published: 2017-11-06

Total Pages: 208

ISBN-13: 0470208236

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Crowds move markets and at major market turning points, the crowds are almost always wrong. When crowd sentiment is overwhelmingly positive or overwhelmingly negative ? it's a signal that the trend is exhausted and the market is ready to move powerfully in the opposite direction. Sentiment has long been a tool used by equity, futures, and options traders. In Sentiment in the Forex Market, FXCM analyst Jaime Saettele applies sentiment analysis to the currency market, using both traditional and new sentiment indicators, including: Commitment of Traders reports; time cycles; pivot points; oscillators; and Fibonacci time and price ratios. He also explains how to interpret news coverage of the markets to get a sense of when participants have become overly bullish or bearish. Saettele points out that several famous traders such as George Soros and Robert Prechter made huge profits by identifying shifts in crowd sentiment at major market turning points. Many individual traders lose money in the currency market, Saettele asserts, because they are too short-term oriented and trade impulsively. He believes retail traders would be much more successful if they adopted a longer-term, contrarian approach, utilizing sentiment indicators to position themselves at the beginning points of major trends.

Behavioral Finance and Asset Prices

Behavioral Finance and Asset Prices PDF

Author: David Bourghelle

Publisher: Springer Nature

Published: 2023-04-05

Total Pages: 228

ISBN-13: 3031244869

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In recent decades, the financial markets have experienced various crises, shocks and disruptive events, driving high levels of volatility. This volatility is too strong to be fully justified simply by changes in fundamentals. This volume discusses these highly relevant issues with special focus on asset pricing and behavioral finance. Financial price assets of the 2020s appear to be driven by various attractors in addition to fundamentals, and there is no doubt that investor emotions, market sentiment, the news, and external factors such as uncertainty all play a key role. This has been clearly observed in recent years, especially during the ongoing coronavirus pandemic that has changed the common perception of the way financial markets work.

Choices, Values, and Frames

Choices, Values, and Frames PDF

Author: Daniel Kahneman

Publisher: Cambridge University Press

Published: 2000-09-25

Total Pages: 864

ISBN-13: 1107651069

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This book presents the definitive exposition of 'prospect theory', a compelling alternative to the classical utility theory of choice. Building on the 1982 volume, Judgement Under Uncertainty, this book brings together seminal papers on prospect theory from economists, decision theorists, and psychologists, including the work of the late Amos Tversky, whose contributions are collected here for the first time. While remaining within a rational choice framework, prospect theory delivers more accurate, empirically verified predictions in key test cases, as well as helping to explain many complex, real-world puzzles. In this volume, it is brought to bear on phenomena as diverse as the principles of legal compensation, the equity premium puzzle in financial markets, and the number of hours that New York cab drivers choose to drive on rainy days. Theoretically elegant and empirically robust, this volume shows how prospect theory has matured into a new science of decision making.

Investor Behavior

Investor Behavior PDF

Author: H. Kent Baker

Publisher: John Wiley & Sons

Published: 2014-02-10

Total Pages: 645

ISBN-13: 1118492986

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WINNER, Business: Personal Finance/Investing, 2015 USA Best Book Awards FINALIST, Business: Reference, 2015 USA Best Book Awards Investor Behavior provides readers with a comprehensive understanding and the latest research in the area of behavioral finance and investor decision making. Blending contributions from noted academics and experienced practitioners, this 30-chapter book will provide investment professionals with insights on how to understand and manage client behavior; a framework for interpreting financial market activity; and an in-depth understanding of this important new field of investment research. The book should also be of interest to academics, investors, and students. The book will cover the major principles of investor psychology, including heuristics, bounded rationality, regret theory, mental accounting, framing, prospect theory, and loss aversion. Specific sections of the book will delve into the role of personality traits, financial therapy, retirement planning, financial coaching, and emotions in investment decisions. Other topics covered include risk perception and tolerance, asset allocation decisions under inertia and inattention bias; evidenced based financial planning, motivation and satisfaction, behavioral investment management, and neurofinance. Contributions will delve into the behavioral underpinnings of various trading and investment topics including trader psychology, stock momentum, earnings surprises, and anomalies. The final chapters of the book examine new research on socially responsible investing, mutual funds, and real estate investing from a behavioral perspective. Empirical evidence and current literature about each type of investment issue are featured. Cited research studies are presented in a straightforward manner focusing on the comprehension of study findings, rather than on the details of mathematical frameworks.

Stock Message Boards

Stock Message Boards PDF

Author: Y. Zhang

Publisher: Springer

Published: 2014-12-04

Total Pages: 301

ISBN-13: 1137372591

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Stock Message Boards provides empirical data to reveal how online communication not only impacts stock returns, but also volatility, trading volume, and liquidity, as well as an investing firm's value and reputation.

Activist Retail Investors and the Future of Financial Markets

Activist Retail Investors and the Future of Financial Markets PDF

Author: Usman W. Chohan

Publisher: Taylor & Francis

Published: 2023-04-17

Total Pages: 256

ISBN-13: 100086023X

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Contemporary financial markets have been characterized by sociocultural phenomena such as "meme stocks", the Gamestop short squeeze, and "You Only Live Once (YOLO) trading". These are movements led by small-scale retail investors banding together to participate forcefully in financial markets through decentralized but coordinated actions. This book deploys many different subdisciplines to explore the recent ‘power grabbing’ of retail investors and the online environment that enables them to join the ranks of major financial players, and participate in contemporary capitalism. It offers multiple perspectives on the genesis, role, motivations, power, and future prospects of retail investors as a force in contemporary financial markets. Drawing upon the insights of authors hailing from many different countries, the book frames YOLO capitalism through numerous angles that help to explain the context and the importance of activist retail investors in modern financial markets, and thereby explore the possibilities of a transformed financial future with much wider small-scale participation. The book assesses the potential of online - and other - communities in enabling global coordination in impacting or even driving financial and crypto markets, and the challenges that come with it and weighs the competing narratives both positive and negative regarding YOLO capitalism. It strikes a balanced assessment of their legal, cultural, behavioural, economic, and political roles in modern finance. This book will be of interest to a multidisciplinary and interdisciplinary audience of scholars in financial markets, financial regulation, political economy, public administration, macroeconomics, corporate governance, and the philosophy and the sociology of finance.