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Updated with a new chapter that draws on behavioral finance, the field that studies the psychology of investment decisions, the bestselling guide to investing evaluates the full range of financial opportunities.
The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning as a general problem of function estimation based on empirical data. Omitting proofs and technical details, the author concentrates on discussing the main results of learning theory and their connections to fundamental problems in statistics. This second edition contains three new chapters devoted to further development of the learning theory and SVM techniques. Written in a readable and concise style, the book is intended for statisticians, mathematicians, physicists, and computer scientists.
This book is well-researched by the author, in which he has shared the experience and knowledge of some very much experienced and renowned entities from stock market. We want that everybody should have the knowledge regarding the different aspects of stock market, which would encourage people to invest and earn without any fear. This book is just a step forward toward the knowledge of market.
John J. Murphy has updated his landmark bestseller Technical Analysis of the Futures Markets, to include all of the financial markets. This outstanding reference has already taught thousands of traders the concepts of technical analysis and their application in the futures and stock markets. Covering the latest developments in computer technology, technical tools, and indicators, the second edition features new material on candlestick charting, intermarket relationships, stocks and stock rotation, plus state-of-the-art examples and figures. From how to read charts to understanding indicators and the crucial role technical analysis plays in investing, readers gain a thorough and accessible overview of the field of technical analysis, with a special emphasis on futures markets. Revised and expanded for the demands of today's financial world, this book is essential reading for anyone interested in tracking and analyzing market behavior.
This book presents the proceedings of the 11th Conference on Theory and Applications of Soft Computing, Computing with Words and Perceptions and Artificial Intelligence, ICSCCW-2021, held in Antalya, Turkey, on August 23–24, 2021. The general scope of the book covers uncertain computation, decision making under imperfect information, neuro-fuzzy approaches, natural language processing, and other areas. The topics of the papers include theory and application of soft computing, computing with words, image processing with soft computing, intelligent control, machine learning, fuzzy logic in data mining, soft computing in business, economics, engineering, material sciences, biomedical engineering, and health care. This book is a useful guide for academics, practitioners, and graduates in fields of soft computing and computing with words. It allows for increasing of interest in development and applying of these paradigms in various real-life fields.
Deep learning methods offer a lot of promise for time series forecasting, such as the automatic learning of temporal dependence and the automatic handling of temporal structures like trends and seasonality. With clear explanations, standard Python libraries, and step-by-step tutorial lessons you’ll discover how to develop deep learning models for your own time series forecasting projects.
Discover the ultimate guide to mastering the stock market with the 2nd Edition of "The Stock Market from A to See" by John Nunez. Whether you're a novice investor eager to learn the ropes or a seasoned trader looking to refine your strategies, this comprehensive ebook is your go-to resource for navigating the complexities of the stock market. What You'll Learn: * Stock Market Fundamentals: Get a solid foundation with clear explanations of what stocks are, how they work, and the different types of stocks available. Learn the basics of buying and selling stocks, and familiarize yourself with essential market terminology. * Historical Context: Dive into the fascinating history of the stock market, tracing its roots back to ancient civilizations. Understand how early trading practices laid the groundwork for today's financial markets. * Advanced Trading Concepts: Explore in-depth analyses of fundamental and technical analysis, including key ratios like the Price-to-Earnings (P/E) ratio and Dividend Yield. Learn how to apply these concepts to evaluate stocks, identify growth opportunities, and make informed investment decisions. * Risk Management: Master the art of managing risk with practical strategies such as implementing stop-loss orders, diversifying your portfolio, and regularly rebalancing your investments. Learn why managing risk is as crucial as identifying profitable opportunities. * Trading Strategies: Whether you're interested in day trading, swing trading, or long-term investing, this ebook provides detailed insights into different trading strategies. Discover how to choose the right strategy for your financial goals and risk tolerance. * Psychology of Trading: Understand the psychological challenges that traders face, such as fear, greed, and impatience. Learn how to control your emotions, avoid common mistakes, and stay disciplined to achieve long-term success. * Case Studies and Real-World Examples: Benefit from real-world examples and case studies that illustrate key concepts in action. Analyze the financial performance of companies like Apple, Johnson & Johnson, and Merck to see how theoretical knowledge applies to real-world investing. * Tools and Resources: The ebook also provides a curated list of additional resources, including books, websites, and tools that can further enhance your understanding of the stock market. Why This Ebook? John Nunez, a retired technology instructor with a passion for continuous learning, has distilled complex stock market concepts into easy-to-understand narratives. His engaging writing style and logical explanations make this ebook an invaluable resource for anyone looking to gain a deeper understanding of the stock market. With "The Stock Market from A to See," you'll not only learn the technical aspects of trading but also gain insights into the mindset and discipline required to succeed. This ebook is more than just a guide; it's a roadmap to financial empowerment. Who Is It For? * Beginners: If you're new to the stock market, this eBook offers a clear and concise introduction to the basics, helping you build a strong foundation. * Intermediate Investors: For those with some experience, the book provides advanced strategies and insights that can help refine your trading approach. * Experienced Traders: Even seasoned traders will find value in the detailed analyses, case studies, and the emphasis on psychological factors that influence trading success. Take Charge of Your Financial Future Equip yourself with the knowledge and tools you need to navigate the stock market confidently. Whether your goal is to grow your wealth, achieve financial independence, or simply better understand how the stock market works, "The Stock Market from A to See" is your essential companion on the journey to financial success. Download your copy today and start mastering the art of stock market investing!
Richard W. Schabacker's great work, Technical Analysis and Stock Market Profits, is a worthy addition to any technical analyst's personal library or any market library. His "pioneering research" represents one of the finest works ever produced on technical analysis, and this book remains an example of the highest order of analytical quality and incisive trading wisdom. Originally devised as a practical course for investors, it is as alive, vital and instructional today as the day it was written. It paved the way for Robert Edwards and John Magee's best-selling Technical Analysis of Stock Trends - a debt which is acknowledged in their foreword: 'Part One is based in large part on the pioneer researches and writings of the late Richard Schabacker.'Schabacker presents technical analysis as a totally organized subject and comprehensively lays out the various important patterns, formations, trends, support and resistance areas, and associated supporting technical detail. He presents factors that can be confidently relied on, and gives equal attention to the blemishes and weaknesses that can upset the best of analytical forecasts: Factors which investors would do well to absorb and apply when undertaking the fascinating game of price, time and volume analysis.
This book constitutes thoroughly refereed post-conference proceedings of the International Applied Soft Computing and Communication Networks (ACN 2020) held in VIT, Chennai, India, during October 14–17, 2020. The research papers presented were carefully reviewed and selected from several initial submissions. The book is directed to the researchers and scientists engaged in various fields of intelligent systems.
How does one effectively aggregate disparate pieces of information that are spread among many different individuals? In other words, how does one best access the ‘wisdom of the crowd’? Prediction markets, which are essentially speculative markets created for the purpose of aggregating information and making predictions, offer the answer to this question. The effective use of these markets has the potential not only to help forecast future events on a national and international level, but also to assist companies, for example, in providing improved estimates of the potential market size for a new product idea or the launch date of new products and services. The markets have already been used to forecast uncertain outcomes ranging from influenza to the spread of infectious diseases, to the demand for hospital services, to the box office success of movies, climate change, vote shares and election outcomes, to the probability of meeting project deadlines. The insights gained also have many potentially valuable applications for public policy more generally. These markets offer substantial promise as a tool of information aggregation as well as forecasting, whether alone or as a supplement to other mechanisms like opinion surveys, group deliberations, panels of experts and focus groups. Moreover, they can be applied at a macroeconomic and microeconomic level to yield information that is valuable for government and commercial policy-makers and which can be used for a number of social purposes. This volume of original readings, contributed by many of the leading experts in the field, marks a significant addition to the base of knowledge about this fascinating subject area. The book should be of interest to anyone looking at monetary economics, economic forecasting and microeconomics.