Algorithmic Equity

Algorithmic Equity
Author: Osonde A. Osoba
Publisher:
Total Pages: 100
Release: 2019
Genre: Business & Economics
ISBN: 9781977403131

This report is an examination of pathologies in social institutions' use of algorithmic decisionmaking processes. The primary focus is understanding how to evaluate the equitable use of algorithms across a range of specific applications.

Global Algorithmic Capital Markets

Global Algorithmic Capital Markets
Author: Walter Mattli
Publisher:
Total Pages: 385
Release: 2019
Genre: Business & Economics
ISBN: 0198829469

This book illustrates the dramatic recent transformations in capital markets worldwide. Market making by humans in centralized markets has been replaced by super computers and algorithms in often highly fragmented markets. This book discusses how this impacts public policy objectives and how market governance could be strengthened.

Algorithms of Oppression

Algorithms of Oppression
Author: Safiya Umoja Noble
Publisher: NYU Press
Total Pages: 245
Release: 2018-02-20
Genre: Computers
ISBN: 1479837245

Acknowledgments -- Introduction: the power of algorithms -- A society, searching -- Searching for Black girls -- Searching for people and communities -- Searching for protections from search engines -- The future of knowledge in the public -- The future of information culture -- Conclusion: algorithms of oppression -- Epilogue -- Notes -- Bibliography -- Index -- About the author

The Ethical Algorithm

The Ethical Algorithm
Author: Michael Kearns
Publisher:
Total Pages: 229
Release: 2020
Genre: Business & Economics
ISBN: 0190948205

Algorithms have made our lives more efficient and entertaining--but not without a significant cost. Can we design a better future, one in which societial gains brought about by technology are balanced with the rights of citizens? The Ethical Algorithm offers a set of principled solutions based on the emerging and exciting science of socially aware algorithm design.

Intersectional Automations

Intersectional Automations
Author: Nathan Rambukkana
Publisher: Rowman & Littlefield
Total Pages: 283
Release: 2021-06-29
Genre: Social Science
ISBN: 1793620520

Intersectional Automations explores a range of situations where robotics, biotechnological enhancement, artificial intelligence (AI), and algorithmic culture collide with intersectional social justice issues such as race, class, gender, sexuality, ability, and citizenship. As robots, machine learning applications, and human augmentics are artifacts of human culture, they sometimes carry stereotypes, biases, exclusions, and other forms of privilege into their computational logics, platforms, and/or embodiments. The essays in this multidisciplinary collection consider how questions of equity and social justice impact our understanding of these developments, analyzing not only the artifacts themselves, but also the discourses and practices surrounding them, including societal understandings, design choices, law and policy approaches, and their uses and abuses.

The Science of Algorithmic Trading and Portfolio Management

The Science of Algorithmic Trading and Portfolio Management
Author: Robert Kissell
Publisher: Academic Press
Total Pages: 492
Release: 2013-10-01
Genre: Business & Economics
ISBN: 0124016936

The Science of Algorithmic Trading and Portfolio Management, with its emphasis on algorithmic trading processes and current trading models, sits apart from others of its kind. Robert Kissell, the first author to discuss algorithmic trading across the various asset classes, provides key insights into ways to develop, test, and build trading algorithms. Readers learn how to evaluate market impact models and assess performance across algorithms, traders, and brokers, and acquire the knowledge to implement electronic trading systems. This valuable book summarizes market structure, the formation of prices, and how different participants interact with one another, including bluffing, speculating, and gambling. Readers learn the underlying details and mathematics of customized trading algorithms, as well as advanced modeling techniques to improve profitability through algorithmic trading and appropriate risk management techniques. Portfolio management topics, including quant factors and black box models, are discussed, and an accompanying website includes examples, data sets supplementing exercises in the book, and large projects. - Prepares readers to evaluate market impact models and assess performance across algorithms, traders, and brokers. - Helps readers design systems to manage algorithmic risk and dark pool uncertainty. - Summarizes an algorithmic decision making framework to ensure consistency between investment objectives and trading objectives.

Achieving Health Equity

Achieving Health Equity
Author: Y. Tony Yang
Publisher: John Wiley & Sons
Total Pages: 341
Release: 2025-02-03
Genre: Medical
ISBN: 1394263724

Unveiling the Path to Health Equity: A Transformative Guide to Law and Policy Achieving Health Equity: The Role of Law and Policy offers a groundbreaking exploration of how legal and policy frameworks shape health outcomes for marginalized populations, with a particular focus on racial minorities in the United States. This comprehensive guide dissects the complex interplay of factors determining health: 20% healthcare, 30% health behaviors, 40% social and economic factors, and 10% physical environment. Amid the backdrop of the COVID-19 pandemic and a national reckoning on racism, this timely work provides an urgent call to action and a practical roadmap for transformative change. It examines how laws and policies across sectors intersect to perpetuate or dismantle health inequities, offering concrete strategies for reform. Key features include: An ecosystem approach exploring four critical domains: healthcare access and quality, health behaviors, social and economic factors, and physical environment Analysis of emerging issues such as addressing the impact of climate change on health disparities, strategies for mitigating algorithmic bias in healthcare AI, and promoting equity in organ transplantation and clinical trials Examination of cross-cutting themes like community engagement, civil rights protections, and data disaggregation to guide targeted interventions Case studies and policy tools for dismantling structural drivers of health inequity Written in accessible language without sacrificing depth, this book illuminates complex concepts through relatable examples. It serves as an invaluable resource for a diverse audience including health system administrators implementing diversity, equity, and inclusion initiatives, public health officials and policymakers, legal professionals and advocates, researchers and students in health-related fields, community organizers and racial justice activists. Achieving Health Equity provides a comprehensive blueprint for leveraging law and policy to build a more just, equitable, and healthy future for all.

Mastering the Art of Equity Trading Through Simulation, + Web-Based Software

Mastering the Art of Equity Trading Through Simulation, + Web-Based Software
Author: Robert A. Schwartz
Publisher: John Wiley & Sons
Total Pages: 290
Release: 2010-06-22
Genre: Business & Economics
ISBN: 0470642491

An interactive guide to successfully trading in today's markets Mastering the Art of Equity Trading Through Simulation is a guidebook to interactive computer trading simulation designed to provide participants with hands-on experience in making tactical decisions and implementing them in different market environments-from continuous order drive markets to call auction markets, and from dealer markets to dark liquidity pools. By showing traders how to operate in these different markets, this reliable resource quickly reveals a good deal about what trading involves and how market design impacts trading decisions. Provides a virtual platform that gives users hands-on experience in making tactical trading decisions Shows exactly how prices are established in the marketplace Teaches how the structure of a marketplace influences participant decisions Learning to trade through study is like learning about a roller coaster ride verbally. You may get the idea of going up and down and around curves, but will lack the actual experience. Mastering the Art of Equity Trading Through Simulation will get you as close as possible to the markets-without actually going in them-and prepare you to profit once you're really there.

Algorithmic Short Selling with Python

Algorithmic Short Selling with Python
Author: Laurent Bernut
Publisher: Packt Publishing Ltd
Total Pages: 377
Release: 2021-09-30
Genre: Business & Economics
ISBN: 1801810397

Leverage Python source code to revolutionize your short selling strategy and to consistently make profits in bull, bear, and sideways markets Key Features Understand techniques such as trend following, mean reversion, position sizing, and risk management in a short-selling context Implement Python source code to explore and develop your own investment strategy Test your trading strategies to limit risk and increase profits Book Description If you are in the long/short business, learning how to sell short is not a choice. Short selling is the key to raising assets under management. This book will help you demystify and hone the short selling craft, providing Python source code to construct a robust long/short portfolio. It discusses fundamental and advanced trading concepts from the perspective of a veteran short seller. This book will take you on a journey from an idea (“buy bullish stocks, sell bearish ones”) to becoming part of the elite club of long/short hedge fund algorithmic traders. You'll explore key concepts such as trading psychology, trading edge, regime definition, signal processing, position sizing, risk management, and asset allocation, one obstacle at a time. Along the way, you'll will discover simple methods to consistently generate investment ideas, and consider variables that impact returns, volatility, and overall attractiveness of returns. By the end of this book, you'll not only become familiar with some of the most sophisticated concepts in capital markets, but also have Python source code to construct a long/short product that investors are bound to find attractive. What you will learn Develop the mindset required to win the infinite, complex, random game called the stock market Demystify short selling in order to generate alpa in bull, bear, and sideways markets Generate ideas consistently on both sides of the portfolio Implement Python source code to engineer a statistically robust trading edge Develop superior risk management habits Build a long/short product that investors will find appealing Who this book is for This is a book by a practitioner for practitioners. It is designed to benefit a wide range of people, including long/short market participants, quantitative participants, proprietary traders, commodity trading advisors, retail investors (pro retailers, students, and retail quants), and long-only investors. At least 2 years of active trading experience, intermediate-level experience of the Python programming language, and basic mathematical literacy (basic statistics and algebra) are expected.

Algorithmic trading theory and practice - A practical guide with applications on the Vietnamese stock market

Algorithmic trading theory and practice - A practical guide with applications on the Vietnamese stock market
Author: Algotrade
Publisher: DIMI BOOK
Total Pages: 268
Release: 2023-10-01
Genre: Antiques & Collectibles
ISBN: 6047775292

You have profitable trading strategies in place and tested in the market for years but too time-consuming to execute. Do you like to completely automate this process to spend your time on more important work? Do you have new trading ideas but are unable to assess their performance in the long term? Do you find potential strategies in testing but end up losing in real trading? Knowing the limitations of AmiBroker, MetaTrader, or TradingView, do you want to develop your own trading system with the capability to deploy a diverse range of trading strategies, including but not limited to technical analysis? Do you want to approach a high-frequency trading system but face too many technical barriers? Are you a fundamental analyst investor looking for technology to optimize the trade execution process in Vietnam? Algorithmic trading theory and practice, a practical guide with applications on the Vietnamese stock market, is a book for you. It covers the entire process of building an algorithmic trading system and a roadmap to turn ideas into real investment strategies, testing, optimizing, and automating the entire execution process.