Sentiment Indicators

Sentiment Indicators PDF Author: Abe Cofnas
Publisher: John Wiley & Sons
ISBN: 0470879092
Category : Business & Economics
Languages : en
Pages : 290

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Book Description
A practical guide to profiting from the proper use of sentiment indicators In Sentiment Indicators, noted trading expert Abe Cofnas draws on his own trading and training experience as he shares his knowledge about the latest techniques and strategies for using Renko, price break, Kagi, and point and figure tools to successfully analyze all markets. Written with the serious trader in mind, Sentiment Indicators offers key information on these potential-filled tools and how to use each in shaping trading strategies. Along the way, it provides a practical overview of how to implement these little-known indicators and why each can enhance your trading endeavors. Shows how these indicators work in different markets: futures, equities, forex, and others Provides a solid understanding of charting techniques and uses real-world examples to illustrate strategies and tactics Presents new sentiment research that analyzes word mining and what it means for markets From historical context and Robot Trading alerts to the critical factors of a trading system, Sentiment Indicators presents a proven approach to trading that will help you identify conditions that have a high probability of profit.

Sentiment Indicators

Sentiment Indicators PDF Author: Abe Cofnas
Publisher: John Wiley & Sons
ISBN: 1576603474
Category : Business & Economics
Languages : en
Pages : 288

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Book Description
A practical guide to profiting from the proper use of sentiment indicators In Sentiment Indicators, noted trading expert Abe Cofnas draws on his own trading and training experience as he shares his knowledge about the latest techniques and strategies for using Renko, price break, Kagi, and point and figure tools to successfully analyze all markets. Written with the serious trader in mind, Sentiment Indicators offers key information on these potential-filled tools and how to use each in shaping trading strategies. Along the way, it provides a practical overview of how to implement these little-known indicators and why each can enhance your trading endeavors. Shows how these indicators work in different markets: futures, equities, forex, and others Provides a solid understanding of charting techniques and uses real-world examples to illustrate strategies and tactics Presents new sentiment research that analyzes word mining and what it means for markets From historical context and Robot Trading alerts to the critical factors of a trading system, Sentiment Indicators presents a proven approach to trading that will help you identify conditions that have a high probability of profit.

Sentiment in the Forex Market

Sentiment in the Forex Market PDF Author: Jamie Saettele
Publisher: John Wiley & Sons
ISBN: 0470208236
Category : Business & Economics
Languages : en
Pages : 208

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Book Description
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.

News-based Sentiment Indicators

News-based Sentiment Indicators PDF Author: Chengyu Huang
Publisher: International Monetary Fund
ISBN: 1513523171
Category : Business & Economics
Languages : en
Pages : 56

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Book Description
We construct sentiment indices for 20 countries from 1980 to 2019. Relying on computational text analysis, we capture specific language like “fear”, “risk”, “hedging”, “opinion”, and, “crisis”, as well as “positive” and “negative” sentiments, in news articles from the Financial Times. We assess the performance of our sentiment indices as “news-based” early warning indicators (EWIs) for financial crises. We find that sentiment indices spike and/or trend up ahead of financial crises.

Business Tendency Surveys A Handbook

Business Tendency Surveys A Handbook PDF Author: OECD
Publisher: OECD Publishing
ISBN: 9264177442
Category :
Languages : en
Pages : 130

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Book Description
This handbook is a practical manual on the design and implementation of business tendency surveys, which ask company managers about the current situation of their business and about their plans and expectations for the future.

Data Science for Economics and Finance

Data Science for Economics and Finance PDF Author: Sergio Consoli
Publisher: Springer Nature
ISBN: 3030668916
Category : Application software
Languages : en
Pages : 357

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Book Description
This open access book covers the use of data science, including advanced machine learning, big data analytics, Semantic Web technologies, natural language processing, social media analysis, time series analysis, among others, for applications in economics and finance. In addition, it shows some successful applications of advanced data science solutions used to extract new knowledge from data in order to improve economic forecasting models. The book starts with an introduction on the use of data science technologies in economics and finance and is followed by thirteen chapters showing success stories of the application of specific data science methodologies, touching on particular topics related to novel big data sources and technologies for economic analysis (e.g. social media and news); big data models leveraging on supervised/unsupervised (deep) machine learning; natural language processing to build economic and financial indicators; and forecasting and nowcasting of economic variables through time series analysis. This book is relevant to all stakeholders involved in digital and data-intensive research in economics and finance, helping them to understand the main opportunities and challenges, become familiar with the latest methodological findings, and learn how to use and evaluate the performances of novel tools and frameworks. It primarily targets data scientists and business analysts exploiting data science technologies, and it will also be a useful resource to research students in disciplines and courses related to these topics. Overall, readers will learn modern and effective data science solutions to create tangible innovations for economic and financial applications.

Tools and Tactics for the Master Day Trader (PB)

Tools and Tactics for the Master Day Trader (PB) PDF Author: Oliver Velez
Publisher: McGraw Hill Professional
ISBN: 0071379193
Category : Business & Economics
Languages : en
Pages : 416

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Book Description
Over 30,000 online investors daily flock to pristine.com, the top-rated Website run by day trading legends Oliver Velez and Greg Capra, for up-to-the-minute strategies and market commentaries. In Tools and Tactics for the Master Day Trader, Velez and Capra revisit and completely update over 100 of their daily commentaries from the past four years, with new material explaining what worked, what didn't, and why. This no-nonsense, easy read, meant to be referenced by traders every trading day, covers everything from potent trading strategies to intuitive insights on psychology and discipline. Proving once again that the best teacher is experience, Tools and Tactics for the Master Day Trader will help any trader log on with the technical skills, market knowledge, and confidence they need to capture more winning trades, and reap new profits.

Retail Investor Sentiment and Behavior

Retail Investor Sentiment and Behavior PDF Author: Matthias Burghardt
Publisher: Springer Science & Business Media
ISBN: 3834961701
Category : Business & Economics
Languages : en
Pages : 170

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Book Description
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.

Market Indicators

Market Indicators PDF Author: Richard Sipley
Publisher: John Wiley and Sons
ISBN: 0470885432
Category : Business & Economics
Languages : en
Pages : 305

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Book Description
A smart trader needs to know what other traders are thinking and doing. Professional traders and investors use a wide range of indicators—some well-known, some not so well-known—to gauge the state of the market. Market Indicators introduces the many key indicators used by professional traders and investors every day. Having stood the test of time, these indicators will alert the trader to market situations that offer the best chance to trade profitably. Richard Sipley is a portfolio manager for Boston Private Bank and Trust Company, responsible for trading millions of dollars of assets. Sipley uses these indicators every day in his trading and investing, and he draws on that experience to explain what they are, how they work, and how to use them.

Sentiment Analysis and Opinion Mining

Sentiment Analysis and Opinion Mining PDF Author: Bing Liu
Publisher: Morgan & Claypool Publishers
ISBN: 1608458849
Category : Computers
Languages : en
Pages : 185

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Book Description
Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes, and emotions from written language. It is one of the most active research areas in natural language processing and is also widely studied in data mining, Web mining, and text mining. In fact, this research has spread outside of computer science to the management sciences and social sciences due to its importance to business and society as a whole. The growing importance of sentiment analysis coincides with the growth of social media such as reviews, forum discussions, blogs, micro-blogs, Twitter, and social networks. For the first time in human history, we now have a huge volume of opinionated data recorded in digital form for analysis. Sentiment analysis systems are being applied in almost every business and social domain because opinions are central to almost all human activities and are key influencers of our behaviors. Our beliefs and perceptions of reality, and the choices we make, are largely conditioned on how others see and evaluate the world. For this reason, when we need to make a decision we often seek out the opinions of others. This is true not only for individuals but also for organizations. This book is a comprehensive introductory and survey text. It covers all important topics and the latest developments in the field with over 400 references. It is suitable for students, researchers and practitioners who are interested in social media analysis in general and sentiment analysis in particular. Lecturers can readily use it in class for courses on natural language processing, social media analysis, text mining, and data mining. Lecture slides are also available online. Table of Contents: Preface / Sentiment Analysis: A Fascinating Problem / The Problem of Sentiment Analysis / Document Sentiment Classification / Sentence Subjectivity and Sentiment Classification / Aspect-Based Sentiment Analysis / Sentiment Lexicon Generation / Opinion Summarization / Analysis of Comparative Opinions / Opinion Search and Retrieval / Opinion Spam Detection / Quality of Reviews / Concluding Remarks / Bibliography / Author Biography

Advanced Positioning, Flow, and Sentiment Analysis in Commodity Markets

Advanced Positioning, Flow, and Sentiment Analysis in Commodity Markets PDF Author: Mark J. S. Keenan
Publisher: John Wiley & Sons
ISBN: 111960382X
Category : Business & Economics
Languages : en
Pages : 294

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Book Description
The definitive book on Positioning Analysis — a powerful and sophisticated framework to help traders, investors and risk managers better understand commodity markets Positioning Analysis is a powerful framework to better understand commodity price dynamics, risk, and sentiment. It indicates what each category of trader is doing—what they are trading, how much they are trading and how they might behave under a variety of different circumstances. It is essential in isolating specific types of flow patterns, defining behavioral responses, measuring shifts in sentiment, and developing tools for better risk management. Advanced Positioning, Flow and Sentiment Analysis in Commodity Markets explains the fundamentals of Positioning Analysis and presents new concepts in Commodity Positioning Analytics. This invaluable guide helps readers recognize how certain types of positioning patterns can be used to develop models, indicators, and analyses that can be used to enhance performance. This updated second edition contains substantial new material, including analytics based on the analysis of flow, the decomposition of trading flows, trading activity in the Chinese commodity markets, and the inclusion of Newsflow into Positioning Analysis. Author: Mark J S Keenan, also covers the structure of positioning data, performance attribution of speculators, sentiment analysis and the identification of price risks and behavioral patterns that can be used to generate trading signals.. This must-have resource: Offers intuitive and accessible guidance to commodity market participants and risk managers at various levels and diverse areas of the market Provides a wide range of analytics that can be used directly or integrated into a variety of different commodity-related trading, investment, and risk management programs Features an online platform comprising a wide range of customizable, regularly-updated analytical tools Contains an abundance of exceptional graphics, charts, and illustrations Includes easy-to-follow instructions for building analytics. Advanced Positioning, Flow and Sentiment Analysis in Commodity Markets: Bridging Fundamental and Technical Analysis, 2nd Edition is an indispensable source of information for all types of commodity traders, investors, and speculators, as well as investors in other asset classes who look to the commodity markets for price information.