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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;


A Financial Times Book of the Year No 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

The money book that makes wealth inevitable, not optional. Most people think that wealth is reserved for the lucky few-those born into privilege, gifted with an entrepreneurial streak, or naturally skilled with money. But the truth is,&nbsp;financial success isn't about luck-it's about habits. The Wealth Habit&nbsp;is a groundbreaking, behaviour-driven approach to wealth-building that&nbsp;rewires the way you think about money,&nbsp;turning financial success into&nbsp;a series of effortless, repeatable actions. Instead of overwhelming readers with rigid budgets or complex investment strategies, this book reveals how&nbsp;small, daily financial moves compound into life-changing wealth -&nbsp;no matter where you start. Whether you're struggling with money, looking to break free from the paycheck-to-paycheck cycle, or searching for a&nbsp;stress-free, automated way to build wealth, this book gives you a&nbsp;clear, habit-based roadmap&nbsp;to make financial success inevitable. By focusing on&nbsp;small, repeatable money behaviours,&nbsp;The Wealth Habit&nbsp;ensures that true&nbsp;wealth isn't just something you achieve-it's something you sustain for life. Habits discussed are: &nbsp; The 1% Rule:&nbsp;Why improving by just 1% daily can lead to exponential financial growth, and how to apply this rule to saving, investing, and earning more. The Automation Advantage&nbsp;– set it and forget it:&nbsp;How automation removes decision fatigue from money management.&nbsp;The best tools and strategies for automating savings and investing, including AI-driven financial assistants. The 24-Hour Pause Button™&nbsp;– Mastering Your Built-In Brake:&nbsp;How to&nbsp;activate your pause button™ and fill the gap with purpose The "Pay Yourself First" Habit&nbsp;– the golden rule of wealth-building: This is the secret behind why wealthy people never run out of money. Learn how to ensure you prioritize saving before spending, and steps to set up automatic wealth accumulation. The Effortless Investing Habit:&nbsp;How to make investing automatic, stress-free, and a lifelong habit to guarantee your long-term financial security The Side Hustle Habit: How to start a side hustle with minimal time and effort, AI-driven tools and automation to scale side businesses and maximize efficiency. The Generosity Habit – Why Giving Makes You Wealthier:&nbsp;How generosity shifts your financial mindset from scarcity to abundance.&nbsp;Discover the connection between giving, purpose, and long-term wealth.

Small Changes that Will Make You Rich

The Wealth Habit

The Surprising Truth About How Money Works

Money: The Inside Story

This revised and updated third edition of the bestselling guide to understanding football club finance includes analysis of the most recent club accounts, the latest legal rulings on club affairs, and coverage of recent club sales, bankruptcies and accounting irregularities.

Understanding Football Club Finance

The Price of Football

Renowned economist Josh Ryan-Collins provides the ideal pedagogical resource for anyone concerned with the major role central banks play in shaping all of our economic opportunities and daily lives. This book provides a concise, authoritative overview of the history and stated purpose of central banks. With critiques of principles and actions that have emerged since the 2008 crash, Ryan-Collins's own and others' proposals offer a solution of how to reform them. In a clear, easy-to-follow structure, it offers historical-normative descriptions of the evolution and role of central banks alongside "myth-busting" chapters explaining the salient critiques of, and proposed alternatives to, principles at the heart of central-bank thinking. Along the way, it covers the major issues preoccupying critical central banking studies and political economics today, including housing inequalities, climate change, digital currencies, and the potential impact of artificial intelligence.

Rethinking Central Banking and Macrofinancial Policy for the Age of Polycrisis

The Gods that Failed

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

Modern Trends In Financial Engineering

Multiscale Financial Data Analytics and Machine Learning offers a systematic and comprehensive study on the multiscale approach to financial data analytics and machine learning. This book covers an array of multiscale methods to discover the properties of various timescales embedded in a financial time series, including noise-assisted empirical mode decomposition methods. Important interpretable multiscale outputs from the estimation are recognized as a new set of features that can be used for machine learning. The feature selection problem for machine learning is examined in this volume.This book offers an applied quantitative approach that combines novel analytical methodologies and practical applications to a wide array of examples with real-world data. It is self-contained and organized in its presentation. The explanations of the methodologies are both accessible and detailed enough to capture the interest of the curious student or researcher. Step-by-step descriptions of the algorithms are provided for straightforward implementation.

Multiscale Financial Data Analytics And Machine Learning

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

If you're trying to be all things to all people, juggling work overload with multiple caring responsibilities for younger and older generations, the chances are the one person you're not looking after is you. At work, you might be struggling to get a promotion, facing redundancy, or just feeling stuck or bored. Maybe your relationship is less happy than it was, or close friendships are dissolving, and on top of it all, come the challenges of menopause. It's overwhelming, you feel it can't go on - and it doesn't have to. Your Time helps you identify what's been holding you back, whether it's old ways of thinking from your childhood, that 'impostor' voice in your head you can't banish or conflicts you have been avoiding. For over three decades, Jenny Rogers has enabled women to find their unique voice and speak up, galvanize their careers, repair their relationships (and help them find new ones), and show them what they are truly capable of. And now she will do that for you, too. For too long it's been all about other people - now it's all about you.

The Book for Women Who Do It All

Your Time

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

The Wiley Finance Series

A Practical Guide with Examples Worked in Python and R

Machine Learning and Artificial Intelligence for Credit Risk Analytics

'The Wealth Habit shows how small, well-designed behaviours, repeated consistently, create extraordinary financial outcomes over time.' - Steven Bartlett, The Diary of a CEO Wealth doesn't start with money, it starts with a habit. Most people think that wealth is reserved for the lucky few-those born into privilege, gifted with an entrepreneurial streak, or naturally skilled with money. But the truth is, financial success isn't about luck-it's about habits. The Wealth Habit is a groundbreaking, behaviour-driven approach to wealth-building that rewires the way you think about money, turning financial success into a series of tiny, effortless, repeatable actions. Instead of overwhelming readers with rigid budgets or complex investment strategies, this book reveals how small, daily financial moves compound into life-changing wealth - no matter where you start. Whether you're struggling with money, looking to break free from the paycheck-to-paycheck cycle, or searching for a stress-free, automated way to build wealth, this book gives you a clear, habit-based roadmap to make financial success inevitable. Start small. Repeat often. Let the habit lead the way.

Advanced Portfolio Optimization

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