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Mathematics and Statistics (R0)

Dany Cajas

Advanced Portfolio Optimization

A Cutting-edge Quantitative Approach

&lt;p&gt;Chapter 1 Introduction.- Chapter 2 Why use Python?.- Part I Parameter Estimation.- Chapter 3 Sample Based Methods.- Chapter 4&amp;nbsp; Risk Factors Models.- Chapter 5 Black Litterman Models.- Chapter 7 Convex Risk Measures.- Chapter 8 Return-Risk Trade-Off Optimization.- Chapter 9 Real Features Constraints.- Chapter 10 Risk Parity Optimization.- Chapter 11 Robust Optimization.- Part III Machine Learning Portfolio Optimization.- Chapter 12 Hierarchical Clustering Portfolios.- Chapter 13 Graph Theory Based Portfolios.- Part IV Backtesting.- Chapter 14 Generation of Synthetic Data.- Chapter 15 Backtesting Process.- Part V Appendix.- Chapter A Linear Algebra.- Chapter B Convex Optimization.- Chapter C Mixed Integer Programming.&lt;/p&gt;


The MIT Press Essential Knowledge series

A clear, nontechnical guide to why cryptocurrency exists, how it reshapes trust and money, and why it matters beyond speculation. How do we build trust in a digital world where institutions, platforms, and intermediaries increasingly mediate money, identity, and ownership? In Cryptocurrency and Blockchain, Marco Di Maggio offers an essential guide to cryptocurrencies and blockchains—two of the most misunderstood technological and economic transformations of the digital age. Rather than focusing on price charts, hype cycles, or programming details, Di Maggio explains why these technologies exist, what problems they attempt to solve, and why they matter for people who are not crypto insiders. Using plain language, analogies, and real-world examples, the book explains how cryptocurrencies reshape core concepts of money, property, markets, and governance. The author explores topics such as how and why Bitcoin is used as a financial fallback, what stablecoins are and how they have become critical infrastructure for global payments, and how NFTs introduced a new notion of ownership and identity on the internet. Written for curious readers, journalists, students, policymakers, and professionals, Cryptocurrency provides a conceptual framework for understanding crypto as infrastructure, not ideology—helping readers see past the noise to grasp the deeper forces reshaping money, trust, and coordination in the digital economy.

Cryptocurrency and Blockchain

We vow for richer for poorer. We sacrifice for our children, we give back to our parents. Because in true love and family matters, money's irrelevant and it would be terrible to suggest otherwise. Right?

The Modern Money Questions That Could Save Your Relationships

Yours or Mine?

The Guide to Generational Wealth

Rich Mom

Why Big Labor moved to the right—and the fight ahead for the left to win back America’s working class Unions helped construct the American middle class, defeat Jim Crow, and advance progressive rights, but in Trump’s America, the labor movement is changing. In Big Labor's Big Shift, journalist Nathan Bomey explores how Big Labor and the working class are no longer an automatic ally of the American left. Fueled by decades of economic decline, political disillusionment, and cultural disenfranchisement, new politically nebulous and economically populist leaders in the movement are building a powerful new movement based on class warfare that prizes wage and benefit gains over traditional progressive priorities. Through original reporting and first-hand interviews, Bomey traces key events that have led to this political shift. Bomey reveals: -At the Teamsters, president Sean O’Brien is cozying up to Donald Trump and blasting Democrats as tools of big business, even showing up at the Republican National Convention to deliver his message. -At the United Auto Workers, president Shawn Fain is seizing an opportunity to break the free trade consensus in Washington. The devout Christian, who wields religious rhetoric from the stump, is aligning with the Trump White House on tariffs and blasting Democrats for aggressively pursuing electric vehicles to fight climate change. Bomey shows how the two interconnected phenomena represent a massive political realignment—not just along cultural and nationalism lines, but of the working class itself away from its historic roots in the Democratic party. Urgent and compelling, Big Labor's Big Shift encapsulates the fight for the soul of the union movement.

Why Unions Left Democrats

Big Labor's Big Shift

A dazzling exploration of the phenomenon of prediction betting markets that asks: what happens when democracy becomes another commodity? For many, Donald Trump's decisive election victory over Kamala Harris in 2024 was a shock. Traditional polls had the race on a razor's edge. But, for those with eyes on prediction betting markets, a very different story was being told. In recent years, prediction markets have swept the world, fundamentally changing the nature of the gambling market, and making their youthful pioneers billionaires. Posed as binary 'Yes/No' questions about future events, prediction bets allow any difference of opinion - whether on politics, wars, assassinations or popular culture - to be financialised. But are these markets really a new phenomenon? What does it mean when markets get closer to the truth than the institutions we built to protect us? And what happens when those tasked with safeguarding democracy possess financial stakes in its volatility? From Renaissance Rome, where merchants wagered on papal conclaves, through London coffee house gossip during the Napoleonic Wars, to the Pentagon's ill-fated terrorism futures exchange, The Big Bet describes the full five-hundred-year arc of a permissive regime which no one designed and no one voted for. Drawing on deep expertise, Michael Auerbach examines how these markets are changing our world, and what they mean for the future of our democratic self-governance. Because they are not an anomaly - they are the logical endpoint of a society that has applied market capitalism to every aspect of life. And in a world when everything is a wager and nothing is off limits, knowing where the chips will fall matters more than ever.

Prediction Markets and the Future of Democracy

The Big Bet

Written by a successful entrepreneur who has guided hundreds of clients to six- and seven-figure breakthroughs,&nbsp;this book offers&nbsp;a grounded, spiritually aligned path to prosperity—so your&nbsp;income, your values, and your purpose finally&nbsp;match. Heal Your Money Karma is for yogis, seekers, and spiritually curious entrepreneurs who consult their astrological chart, know their dosha, or pull oracle cards for guidance—yet still feel stuck when it comes to money. Vedic astrologer and business coach Paula Crossfield reveals how inherited beliefs, ancestral patterns, and karmic imprints quietly shape your income, your career choices, and your sense of worth.&nbsp; Drawing on Indian philosophy and the psychology of money, Paula shows you how to bring your financial life into alignment with your values—without sacrificing prosperity. Weave ancient remedies like honoring Lakshmi, the Hindu goddess of wealth and prosperity, and work with planetary influences, with concrete tools like budgeting, tracking, and mindset work.&nbsp; You’ll learn how to:&nbsp; <ul><li>Spot the karmic patterns and ancestral stories that keep repeating in your finances&nbsp;</li></ul><ul><li>Use simple Vedic remedies (mantra, puja, charity, and timing) to shift stuck money karma&nbsp; </li><li>Work consciously with planetary influences on wealth and opportunity&nbsp;&nbsp; </li><li>Clarify your soul-level desires so you stop undercharging, overgiving, or playing small&nbsp; </li><li>Build practical systems—budgets, tracking, and structures—that feel supportive&nbsp; </li><li>Rewrite limiting money beliefs so your income reflects your gifts, not your fears&nbsp; </li></ul> Get ready to transform your relationship with money into one that is clear, empowered, and spiritually grounded—so your prosperity finally reflects the truth of who you are.​

Making Peace with Money and Honoring Your Soul's Purpose

Heal Your Money Karma

A Financial Times Book of the YearNo other phenomenon has shaped human history as decisively as capitalism. It structures how we live and work, how we think about ourselves and others, how we organise our politics. Sven Beckert situates the story of capitalism within the largest conceivable geographical and historical framework in this fascinating new book.Capitalism, argues Beckert, was born global. Emerging from merchant communities across Asia, Africa and Europe, capitalism's radical recasting of economic life rooted itself only gradually. Then it burst onto the world scene, as European states and merchants built a powerful alliance that would propel them across the oceans. This epic drama corresponded at no point to an idealised dream of free markets. All along, state-backed institutions and imperial expansions shaped its dynamics.Capitalism decentres the European perspective, highlighting agency, resistance, innovation and ruthless coercion around the world through to the present with the rise of Asian economies, particularly China. Sven Beckert doesn't merely add up capitalism's debits and credits in this monumental book, but allows us to think afresh about the past to help us re-imagine the future.

A Global History

Capitalism

This book explores the&nbsp;application of theories of strategy and international trade to the global banking industry, covering both commercial and investment banks. Chapters&nbsp;incorporate analyses from the perspective of banks and regulators in the post-financial crisis period. The author traces the history of international financial institutions, and also looks to the development of bank structure over time to the present day. The book adopts a&nbsp;multifaceted&nbsp;view of the international&nbsp;banking industry, beginning with theories of strategy and internationalism, and finishing with current and&nbsp;practical&nbsp;issues faced within the transnational banking community.

Evolution, Trade and Competition

International Banking and Bank Strategy

Are you paying more taxes than you have to? The IRS is not going to tell you about a deduction you failed to take, and your accountant is not likely to take the time to ask you about every deduction you’re entitled to. It’s up to you. The savings can be tremendous.

Professionals, Contractors, Consultants, Stores & Shops, Gig Workers, Internet Businesses

475 Tax Deductions for Businesses and Self-Employed Individuals

How Private Equity Turned Capitalism Against Itself

The Asset Class

The law codes in the Middle East North Africa (MENA) region are a well-crafted blend of civil and Islamic law in which civil law principles do not violate Islamic provisions. Yet, common law principles derived either from English common law or Islamic customary usages remain unidentified and thus ignored. Here, this complex scenario is rectified through a comparative analysis of the primary data (e.g. cases, statutes and arbitral award decisions), adding common law and uncodified Islamic custom to MENA law codes. The purpose of this comparative analysis is to allow common legal principles found in civil, common and Islamic law to be distilled in order to create a new, harmonised international commercial arbitration law code (HICALC) or uniform Arab arbitration law (UAAL) for adoption in the MENA region, where these principles already greatly influence the legal systems and can be readily assimilated into a harmonised or uniform code. The work demonstrates that this new code would lead to improved arbitral award enforcement in the MENA.

A Model Harmonised International Arbitration Law Code for the Middle East and North Africa

A journalistic account of the origins and rise of meme coins.

Crypto Degenerates, White House Hustlers, and the Rise of the Casino Economy

The American Meme

Advanced Portfolio Optimization

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