Market Movements
Market Movements

Author: Thomas C. Pedroni

Publisher: Routledge

Published: 2013-01-11

Total Pages: 188

ISBN-13: 113591351X

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Winner of the 2009 Critics Choice Book Award of the American Educational Studies Association (AESA) Through careful ethnographic research, Market Movements represents community leaders, school officials, and most importantly, African American working class families who have used vouchers as a means of removing their children from public schools they deemed unacceptable. The book works to discern the overlaps and tensions between the educational visions of African American voucher families and those of powerful conservative educational forces in U.S. society which purport to be allied with them. To the extent that there are points of divergence with the educational right, and points of convergence with educational progressives, this book provides a hopeful message and a practical vision. It seeks to accomplish some of the critical empirical and conceptual groundwork that is necessary in order to renew the increasingly fractious relations between those social actors—teachers, communities of color, critical researchers, and labor unions—most likely to defend and expand previous social democratic victories.

Market Movements
Market Movements

Author: Thomas C. Pedroni

Publisher: Routledge

Published: 2007

Total Pages: 188

ISBN-13: 0415956080

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Big Trends In Trading
Big Trends In Trading

Author: Price Headley

Publisher: John Wiley & Sons

Published: 2002-03-26

Total Pages: 282

ISBN-13: 9780471412694

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Arms traders and sophisticated individual investors with the tools they need to play the markets successfully Many traders believe that they must perform at least one trade every day, no matter what. However, as expert Price Headley clearly demonstrates in this groundbreaking book, not only is that assumption false, it can also be dangerous. He shows why focusing too narrowly on the daily ebb and flow of the markets minimizes a trader's chances for the big returns. He explains why maximum results are achieved by identifying the big market trends and riding them for all their worth. Headley explores the major market indicators-including the popular CBOE Volatility Index, Nasdaq 100, Rydex Mutual Fund Flows, and Equity Put/Call Ratio-and shows readers how to use them to identify the stocks that are about to take off. Emphasizing the aggressive use of options, he also empowers investors with stock selection techniques and options strategies that work in virtually every type of market.

The Little Book of Bull Moves, Updated and Expanded
The Little Book of Bull Moves, Updated and Expanded

Author: Peter D. Schiff

Publisher: John Wiley & Sons

Published: 2010-07-20

Total Pages: 645

ISBN-13: 0470902248

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In The Little Book of Bull Moves, popular author and economic advisor, Peter Schiff, takes a new look at America's bull markets of the 1920's, 1960's, and 1990's, and the bear markets that followed. Analyzing similarities and differences from both an economic and political perspective, Schiff discusses investment strategies that worked then and explains how those same conservative approaches to investing can be applied in today's market. Provides detailed advice on the techniques and strategies that can help investors maintain and even build wealth now and in the turbulent times that lie just ahead Filled with insightful commentary, inventive metaphors, and prescriptive advice Other titles by Schiff: Crash Proof: How to Profit From the Coming Economic Collapse, and The Little Book of Bull Moves in Bear Markets Written by a seasoned Wall Street prognosticator, The Little Book of Bull Moves shows readers how to make money under adverse market conditions by using conservative, nontraditional investment strategies.

Prediction of Stock Market Index Movements with Machine Learning
Prediction of Stock Market Index Movements with Machine Learning

Author: Nazif AYYILDIZ

Publisher: Özgür Publications

Published: 2023-12-16

Total Pages: 121

ISBN-13: 975447821X

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The book titled "Prediction of Stock Market Index Movements with Machine Learning" focuses on the performance of machine learning methods in forecasting the future movements of stock market indexes and identifying the most advantageous methods that can be used across different stock exchanges. In this context, applications have been conducted on both developed and emerging market stock exchanges. The stock market indexes of developed countries such as NYSE 100, NIKKEI 225, FTSE 100, CAC 40, DAX 30, FTSE MIB, TSX; and the stock market indexes of emerging countries such as SSE, BOVESPA, RTS, NIFTY 50, IDX, IPC, and BIST 100 were selected. The movement directions of these stock market indexes were predicted using decision trees, random forests, k-nearest neighbors, naive Bayes, logistic regression, support vector machines, and artificial neural networks methods. Daily dataset from 01.01.2012 to 31.12.2021, along with technical indicators, were used as input data for analysis. According to the results obtained, it was determined that artificial neural networks were the most effective method during the examined period. Alongside artificial neural networks, logistic regression and support vector machines methods were found to predict the movement direction of all indexes with an accuracy of over 70%. Additionally, it was noted that while artificial neural networks were identified as the best method, they did not necessarily achieve the highest accuracy for all indexes. In this context, it was established that the performance of the examined methods varied among countries and indexes but did not differ based on the development levels of the countries. As a conclusion, artificial neural networks, logistic regression, and support vector machines methods are recommended as the most advantageous approaches for predicting stock market index movements.

The Markets and the Media
The Markets and the Media

Author: Thomas Schuster

Publisher: Lexington Books

Published: 2006

Total Pages: 170

ISBN-13: 9780739113318

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In recent years there has been a great influx of sources for business and financial news, yet the hope that this financial media boom would lead to the democratization of the financial markets has not been realized. Thomas Schuster's The Markets and the Media explores why the expansion of economic communication has proven to be of only limited benefit, arguing that the financial media boom has had negative repercussions resulting in substantial costs for the individual as well as the systemic level.

Deep Learning Tools for Predicting Stock Market Movements
Deep Learning Tools for Predicting Stock Market Movements

Author: Renuka Sharma

Publisher: John Wiley & Sons

Published: 2024-04-10

Total Pages: 358

ISBN-13: 1394214316

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DEEP LEARNING TOOLS for PREDICTING STOCK MARKET MOVEMENTS The book provides a comprehensive overview of current research and developments in the field of deep learning models for stock market forecasting in the developed and developing worlds. The book delves into the realm of deep learning and embraces the challenges, opportunities, and transformation of stock market analysis. Deep learning helps foresee market trends with increased accuracy. With advancements in deep learning, new opportunities in styles, tools, and techniques evolve and embrace data-driven insights with theories and practical applications. Learn about designing, training, and applying predictive models with rigorous attention to detail. This book offers critical thinking skills and the cultivation of discerning approaches to market analysis. The book: details the development of an ensemble model for stock market prediction, combining long short-term memory and autoregressive integrated moving average; explains the rapid expansion of quantum computing technologies in financial systems; provides an overview of deep learning techniques for forecasting stock market trends and examines their effectiveness across different time frames and market conditions; explores applications and implications of various models for causality, volatility, and co-integration in stock markets, offering insights to investors and policymakers. Audience The book has a wide audience of researchers in financial technology, financial software engineering, artificial intelligence, professional market investors, investment institutions, and asset management companies.

How the Fed Moves Markets
How the Fed Moves Markets

Author: Evan A. Schnidman

Publisher: Springer

Published: 2016-04-29

Total Pages: 198

ISBN-13: 1137432586

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Central banks have a profound impact on financial markets, and investors struggle to keep informed about their complex policy decisions. Technological and financial developments have transformed the US Federal Reserve Bank from a financial black box into a vocal, increasingly transparent institution—and the result is such a wealth of textual data that clues to future policy decisions may be lost among the details. This book presents a solution to this problem by keeping track of those details. Schnidman and MacMillan demonstrate how the latest advances in automated text analysis, combined with the precision of domain expertise, are the keys to understanding how central banks move markets with their words. The authors outline a method to not only examine every piece of every central bank communication, but to do it in a way that is completely comprehensive and unbiased while quickly yielding hard, quantitative data that can be put to work in modern financial models.

The Philadelphia Stock Exchange and the City It Made
The Philadelphia Stock Exchange and the City It Made

Author: Domenic Vitiello

Publisher: University of Pennsylvania Press

Published: 2010-04-14

Total Pages: 272

ISBN-13: 0812242246

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The Philadelphia Stock Exchange and the City It Made recounts the history of America's first stock exchange and the ways it shaped the growth and decline of the city around it. Founded in 1790, the Philadelphia Stock Exchange, its member firms, and the companies they financed had profound impacts on the city's place in the world economy. At its start, the exchange and its members helped spur the development of the early United States, its financial sector, and its westward expansion. During the nineteenth century, they invested in making Philadelphia the center of industrial America, raising capital for the railroads and coal mines that connected cities to one another and built a fossil fuel-based economy. After financing the Civil War, they underwrote the growth of the modern metropolis, its transportation infrastructure, utility systems, and real estate development. At the turn of the twentieth century, stagnation of the exchange contributed to Philadelphia's loss of power in the national and world economy. This original interpretation of the roots of deindustrialization holds important lessons for other cities that have declined. The exchange's revival following World War II is a remarkable story, but it also illustrates the limits of economic development in postindustrial cities. Unlike earlier eras, the exchange's fortunes diverged from those of the city around it. Ultimately, it became part of a larger, global institution when it merged with NASDAQ in 2008. Far more than a history of a single institution, The Philadelphia Stock Exchange and the City It Made traces the evolving relationship between the exchange and the city. For people concerned with cities and their development, this study offers a long-term history of the public-private partnerships and private sector-led urban development popular today. More generally, it traces the networks of firms and institutions revealed by the securities market and its participants. Herein lies a critical and understudied part of the history of metropolitan economic development.