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Retail Investor Sentiment And Behavior
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Book Synopsis Retail Investor Sentiment and Behavior by : Matthias Burghardt
Download or read book Retail Investor Sentiment and Behavior written by Matthias Burghardt and published by Springer Science & Business Media. This book was released on 2011-03-16 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Unlocking the Equity Market written by and published by . This book was released on 2023-10-06 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 'Unlocking the Equity Market: Understanding Retail Investor Behavior, Biases, and Their Market-Wide Impacts, ' readers embark on a fascinating exploration of the intricate world of retail investing. This insightful work delves into the psychology and behavior of retail investors, unraveling the biases and decisionmaking processes that shape the equity market. The narrative unfolds as a deep dive into the minds of retail investors, dissecting their behavior and exploring the psychological biases that influence their market interactions. Through comprehensive research and real-world examples, the book illuminates the complexities of investor sentiment, shedding light on how emotions, cognitive biases, and social factors impact trading decisions. Readers are guided through the various cognitive biases that often lead to irrational market behavior, from overconfidence and loss aversion to herding and anchoring. The book emphasizes the profound impact of these biases not only on individual investors but also on market-wide trends, showcasing how collective retail investor behavior can influence stock prices and market volatility. 'Unlocking the Equity Market' serves as a valuable resource for both novice and experienced investors, offering insights into the underlying factors that drive market fluctuations. It equips readers with a deep understanding of retail investor behavior, enabling them to navigate the equity market with a more informed and analytical perspective. As readers delve into the complexities of investor biases, they gain valuable insights that can help them make more rational and strategic investment decisions, unlocking the potential for success in the ever-changing world of equity trading.
Book Synopsis Trading on Sentiment by : Richard L. Peterson
Download or read book Trading on Sentiment written by Richard L. Peterson and published by John Wiley & Sons. This book was released on 2016-03-21 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Essays on Investors' Sentiment and Attention by : Daniele Ballinari
Download or read book Essays on Investors' Sentiment and Attention written by Daniele Ballinari and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The first paper investigates the predictive power of investors' sentiment and attention for the stock returns' volatility. We introduce a novel and extensive dataset that combines information from social media platforms, news articles, search engine data, and information consumption. Applying a state-of-the-art sentiment classification technique, we construct measures of investors' sentiment and attention for 18 U.S. stocks and the financial market in general. We identify investors' attention, as measured by the number of Google searches on financial keywords (e.g. «financial market» and «stock market»), and the daily volume of company-specific short messages posted on the social media platform StockTwits to be the most relevant variables. The second paper investigates a potential driver of the predictive power documented in the first paper. We focus on news releases of 360 U.S. companies from the S&P 500 universe and analyze how investors' attention affects the speed at which new information is incorporated in stock prices. Our results show that higher investors' attention around news releases is related to higher contemporaneous volatility. Further, retail investor attention increases the post-announcement volatility, whereas institutional investor attention has a small but negative impact on volatility on days following news releases. The third paper extends the analysis of the first paper to the multivariate stock return volatility. Building on the theoretical and empirical evidence that links the price comovements with retail investors' behavior, we analyze the predictive power of retail investors' sentiment and attention for the realized correlation matrix of 35 Dow Jones stocks. We propose a new model of realized covariances that allows exogenous predictors to influence the correlation dynamics while ensuring the predicted matrices' positive definiteness. Using this model, we find retail investors' attention to have predictive power for return correlations, especially for longer forecasting horizons and during the COVID-19 pandemic. The last paper analyzes in more detail the time-series properties of the daily online investor sentiment measures used in the first two papers. We detect structural breaks in the sentiment series for most of the 360 U.S. companies considered in this paper. We illustrate the economic significance of this finding with a return prediction exercise.
Book Synopsis Behavioral Trading by : Woody Dorsey
Download or read book Behavioral Trading written by Woody Dorsey and published by Texere Publishing. This book was released on 2003 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).
Book Synopsis Retail Investor Sentiment and the Stock Market by : Matthias Burghardt
Download or read book Retail Investor Sentiment and the Stock Market written by Matthias Burghardt and published by . This book was released on 2009 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using a unique data set with 18.1 million transactions in bank-issued warrants from the European Warrant Exchange, we compute a retail investor sentiment index. We show that retail investors are contrarian, that retail investor sentiment is an important part of the equity pricing process and that we have a good measure of the sentiment. Moreover, our measure is better than existing measures for our sample period between January 2004 and December 2007. In addition, we show evidence that this data may be used for trading strategies that generate excess returns. As a whole our findings further support a role for retail investor sentiment in the equity pricing process.
Book Synopsis Behavioral Finance and Asset Prices by : David Bourghelle
Download or read book Behavioral Finance and Asset Prices written by David Bourghelle and published by Springer Nature. This book was released on 2023-04-05 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Behavioral Explanations of Investors' Trading in Financial Markets by : Mohammed Saad H Alhashim
Download or read book Behavioral Explanations of Investors' Trading in Financial Markets written by Mohammed Saad H Alhashim and published by . This book was released on 2021 with total page 119 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the first essay, I examine the effect of social media sentiment on the trading behavior of individual investors. I document a positive association between sentiment and retail order imbalances (i.e., individual investors tend to buy more than they sell as they become more optimistic about stocks). The association between retail investor activity and sentiment is stronger for hard-to-value stocks (small cap, low institutional ownership, and low analyst coverage firms). Finally, the association between retail order imbalances and stock returns exists only in conjunction with investor sentiment. In the second essay, I consider the effect of firm-level sentiment extracted from a social network platform on the presence of herding behavior in the US equity market. Applying a quantile regression model enables me to investigate the existence of herding during both quiet periods and extreme market movements. I also benefit from using different sampling frequencies (daily, weekly, and monthly) for detecting investor herding. I document an asymmetric association between herding and investor sentiment. Herding is present in low-optimism portfolios but not in high-optimism portfolios. I also find evidence of herding in intermediate quantiles (i.e., relatively quiet market periods but not during extreme market movements). The degree of investor attention has a moderating impact on the relationship between investor optimism and the tendency to herd, with herding being more intense among low-optimism stocks. I also find evidence that trading volume drives herding behavior. In the third essay, I estimate the impact of investor sentiment in the stock market on the return and volatility spillover risks between real estate investment trusts (REITs) and a broader equity index. The total return spillover risk from equity market to real estate is higher for low-optimism portfolios (45.76%) relative to high-optimism portfolios (41.41%). I do not document any significant impact of investor sentiment on the volatility spillover risk between REITs and the equity market (34.85% versus 34.17%). My results highlight the importance of considering investor sentiment in the stock market when constructing multi-asset portfolios that include REITs in addition to other asset classes.
Book Synopsis Investor Behavior by : H. Kent Baker
Download or read book Investor Behavior written by H. Kent Baker and published by John Wiley & Sons. This book was released on 2014-02-10 with total page 645 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis The Implications of Individual Investor Behavior for the Pricing of Closed-end Funds and Small Firms by : Bhaskaran Swaminathan
Download or read book The Implications of Individual Investor Behavior for the Pricing of Closed-end Funds and Small Firms written by Bhaskaran Swaminathan and published by . This book was released on 1994 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Sentiment in the Forex Market by : Jamie Saettele
Download or read book Sentiment in the Forex Market written by Jamie Saettele and published by John Wiley & Sons. This book was released on 2017-11-06 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Choices, Values, and Frames by : Daniel Kahneman
Download or read book Choices, Values, and Frames written by Daniel Kahneman and published by Cambridge University Press. This book was released on 2000-09-25 with total page 864 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Reforming U.S. Financial Markets by : Randall S. Kroszner
Download or read book Reforming U.S. Financial Markets written by Randall S. Kroszner and published by MIT Press. This book was released on 2013-02-08 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: Two top economists outline distinctive approaches to post-crisis financial reform. Over the last few years, the financial sector has experienced its worst crisis since the 1930s. The collapse of major firms, the decline in asset values, the interruption of credit flows, the loss of confidence in firms and credit market instruments, the intervention by governments and central banks: all were extraordinary in scale and scope. In this book, leading economists Randall Kroszner and Robert Shiller discuss what the United States should do to prevent another such financial meltdown. Their discussion goes beyond the nuts and bolts of legislative and regulatory fixes to consider fundamental changes in our financial arrangements. Kroszner and Shiller offer two distinctive approaches to financial reform, with Kroszner providing a systematic analysis of regulatory gaps and Shiller addressing the broader concerns of democratizing and humanizing finance. After brief discussions by four commentators (Benjamin M. Friedman, George G. Kaufman, Robert C. Pozen, and Hal S. Scott), Kroszner and Shiller each offer a response to the other's proposals, creating a fruitful dialogue between two major figures in the field.
Book Synopsis Retail Investor Sentiment and Return Comovements by : Alok Kumar
Download or read book Retail Investor Sentiment and Return Comovements written by Alok Kumar and published by . This book was released on 2007 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using a database of more than 1.85 million transactions made by retail investors over a six-year period (1991-96), we show that these trades are systematically correlated amp;− i.e., individuals buy (or sell) stocks in concert. Moreover, as predicted by noise trader models, we find that systematic retail trading explains return comovements for stocks with high retail concentration (i.e., small-cap, value, lower institutional ownership, and lower-priced stocks), especially if these stocks are also costly to arbitrage. Macro-economic news and analyst earnings forecast revisions do not explain these results. Collectively, our findings support a role for investor sentiment in returns formation.
Book Synopsis Behavioral Corporate Finance by : Hersh Shefrin
Download or read book Behavioral Corporate Finance written by Hersh Shefrin and published by College Ie Overruns. This book was released on 2017-04-16 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Behaviour of Sentiment-Induced Share Returns by : Richard A. Brealey
Download or read book The Behaviour of Sentiment-Induced Share Returns written by Richard A. Brealey and published by . This book was released on 2014 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: We test the effect of sentiment on returns using a sample of upstream oil stocks where we have a good proxy for fundamental value. For this sample, the influence of sentiment is highly time-varying, appearing only after the post-2000 increased interest in oil-related assets. Contrary to the hard-to-arbitrage hypothesis, sentiment affects returns on these stocks principally through their fundamentals rather than through deviations from fundamentals. Retail investor sentiment predicts short-term momentum of fundamentals and Baker-Wurgler sentiment predicts mean reversion of fundamental factors. These effects appear in a portfolio that is long hard-to-arbitrage stocks and short easy-to-arbitrage stocks, but only because this portfolio has net exposure to fundamentals.
Book Synopsis Behavioral Finance by : H. Kent Baker
Download or read book Behavioral Finance written by H. Kent Baker and published by John Wiley & Sons. This book was released on 2010-10-01 with total page 1184 pages. Available in PDF, EPUB and Kindle. Book excerpt: A definitive guide to the growing field of behavioral finance This reliable resource provides a comprehensive view of behavioral finance and its psychological foundations, as well as its applications to finance. Comprising contributed chapters written by distinguished authors from some of the most influential firms and universities in the world, Behavioral Finance provides a synthesis of the most essential elements of this discipline, including psychological concepts and behavioral biases, the behavioral aspects of asset pricing, asset allocation, and market prices, as well as investor behavior, corporate managerial behavior, and social influences. Uses a structured approach to put behavioral finance in perspective Relies on recent research findings to provide guidance through the maze of theories and concepts Discusses the impact of sub-optimal financial decisions on the efficiency of capital markets, personal wealth, and the performance of corporations Behavioral finance has quickly become part of mainstream finance. If you need to gain a better understanding of this topic, look no further than this book.
