Investor Sentiment
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Retail Investor Sentiment And Behavior
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Author : Matthias Burghardt
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-03-16
Retail Investor Sentiment And Behavior written by Matthias Burghardt and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-03-16 with Business & Economics categories.
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
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Author : Richard L. Peterson
language : en
Publisher: John Wiley & Sons
Release Date : 2016-03-21
Trading On Sentiment written by Richard L. Peterson and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-21 with Business & Economics categories.
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.
Stock Message Boards
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Author : Y. Zhang
language : en
Publisher: Springer
Release Date : 2014-12-04
Stock Message Boards written by Y. Zhang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-04 with Business & Economics categories.
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.
Sentiment Market Analysis
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Author : Michael N. Kahn CMT
language : en
Publisher: Pearson Education
Release Date : 2010-06-14
Sentiment Market Analysis written by Michael N. Kahn CMT and has been published by Pearson Education this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-06-14 with Business & Economics categories.
This is the eBook version of the printed book. This Element is an excerpt from Technical Analysis Plain and Simple: Charting the Markets in Your Language (9780137042012), by Michael N. Kahn, CMT. Available in print and digital formats. Understanding, measuring, and using investor sentiment to predict market trends--and make more money. The least-understood area of analysis is sentiment analysis. This covers such areas as degree of speculation, public opinion, and consensus. It is measured by relative activities in speculative instruments, such as options and polls of bullish opinions. Both rely on the “burning match” theory, in which the flame is passed from investor to investor until nobody is left to take it....
Investor Sentiment Effect In European Stock Markets
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Author : Elena Ferrer
language : en
Publisher: Ed. Universidad de Cantabria
Release Date : 2017-04-26
Investor Sentiment Effect In European Stock Markets written by Elena Ferrer and has been published by Ed. Universidad de Cantabria this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-04-26 with Business & Economics categories.
La presente obra se adentra en el estudio del potencial efecto del sentimiento del inversor sobre la valoración de activos, su efecto en los pronósticos de beneficios y recomendaciones de los analistas y su impacto sobre los activos derivados. Abarca el efecto del sentimiento del inversor en cuatro de los mercados europeos más importantes, Alemania, España, Francia y Reino Unido, mercados con características diferentes, en cuanto a tamaño, tipología del inversor y funcionamiento, lo que permite extraer importantes conclusiones adicionales.
Investor Sentiment In The Stock Market
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Author : Malcolm P. Baker
language : en
Publisher:
Release Date : 2007
Investor Sentiment In The Stock Market written by Malcolm P. Baker and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Finance categories.
"Real investors and markets are too complicated to be neatly summarized by a few selected biases and trading frictions. The "top down" approach to behavioral finance focuses on the measurement of reduced form, aggregate sentiment and traces its effects to stock returns. It builds on the two broader and more irrefutable assumptions of behavioral finance -- sentiment and the limits to arbitrage -- to explain which stocks are likely to be most affected by sentiment. In particular, stocks of low capitalization, younger, unprofitable, high volatility, non-dividend paying, growth companies, or stocks of firms in financial distress, are likely to be disproportionately sensitive to broad waves of investor sentiment. We review the theoretical and empirical evidence for these predictions."--abstract.
Investor Sentiment Volatility And Stock Return Comovements
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Author : Abhijeet Chandra
language : en
Publisher:
Release Date : 2013
Investor Sentiment Volatility And Stock Return Comovements written by Abhijeet Chandra and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.
We study the stock return comovements from two different perspectives, one being trading behaviour-induced return comovements and the other volatility-induced return comovements. Following Baker and Wurglur (2006), we construct an investor sentiment index and examine whether it has relationship with return comovements induced by investor's trading behaviour and market volatility. We find that a correlated trading behaviour along with investor sentiment significantly determines excess stock returns. Also stocks with high volatility exhibit higher return comovement properties compared to low volatilie stocks. In a cross-sectional framework, we find higher level of market uncertainty characterized by more biased investor sentiment induces highly correlated trading behaviour and thereby generates stronger correlated returns, causing stronger return comovements. The findings from our study imply that irrational and idiosyncratic sentiment of market participants, particularly which of investors, causes significant return comovement.
Exploiting Investor Sentiment For Portfolio Optimization
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Author : Nicolas Banholzer
language : en
Publisher: GRIN Verlag
Release Date : 2018-09-17
Exploiting Investor Sentiment For Portfolio Optimization written by Nicolas Banholzer and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-17 with Mathematics categories.
Master's Thesis from the year 2018 in the subject Statistics, grade: 1.0, University of Augsburg (Wirtschaftswissenschaftliche Fakultät, Lehrstuhl für Statistik), language: English, abstract: In efficient financial markets, there is no room for sentimental investors. Any new information would be immediately absorbed and any mispricing immediately corrected by the forces of rational arbitrageurs doing the maths with the fundamentals. But why should financial markets be different from any other market where humans interact and are subject to psychological biases? There is strong empirical evidence that investor sentiment, broadly defined as "a belief about future cash flows and investment risks that is not justified by the facts at hand", plays an important role in financial markets. It can lead to significant overpricing/underpricing, particularly of assets prone to subjective valuations. With limits/risks to arbitrage in the short term, prices rather correct over the medium to long term as sentimental beliefs mean-revert. Building on the studies by Baker and Wurgler 2006 and Baker, Wurgler, and Y. Yuan 2012, measures of investor sentiment for international markets are constructed. Using the Copula Opinion Pooling approach developed by Attilio Meucci, this thesis shows how to incorporate these sentiment measures into portfolio optimization. Thereby, a sentiment-based trading strategy that exploits the medium-term reversal effect of sentiment is developed and empirically tested. The results are promising as they provide strong evidence that sentiment contains beneficial information that should not be neglected by quantitative portfolio managers.
Investor Sentiment In The Stock Market
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Author : Malcolm P. Baker
language : en
Publisher:
Release Date : 2009
Investor Sentiment In The Stock Market written by Malcolm P. Baker and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with categories.
Real investors and markets are too complicated to be neatly summarized by a few selected biases and trading frictions. The quot;top downquot; approach to behavioral finance focuses on the measurement of reduced form, aggregate sentiment and traces its effects to stock returns. It builds on the two broader and more irrefutable assumptions of behavioral finance - sentiment and the limits to arbitrage - to explain which stocks are likely to be most affected by sentiment. In particular, stocks of low capitalization, younger, unprofitable, high volatility, non-dividend paying, growth companies, or stocks of firms in financial distress, are likely to be disproportionately sensitive to broad waves of investor sentiment. We review the theoretical and empirical evidence for these predictions.
Investor Sentiment
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Author : Vandana Singhvi
language : en
Publisher:
Release Date : 2001
Investor Sentiment written by Vandana Singhvi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Investments categories.