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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;


'Excellent' Aaron Bastani 'Provocative ... An entertaining, sweeping read' Financial Times Every leader comes to power promising growth: think back to the campaigns of Boris, Truss, Sunak, Starmer, Trump. Yet real-term income hasn't improved in the UK since 2008. Across the West, growth has stagnated for well over a decade, leading to cost of living crises, political instability and rising social tensions. Is real economic growth still possible? And with the climate emergency accelerating beyond repair, should we still be pushing for it? In Icarus Economics, acclaimed economist John Rapley argues that the problem of growth is inherently tied up with the climate crisis. We often assume that poor countries will bear the brunt of climate change, pandemics, and other exogenous shocks, but this book argues the opposite: western societies have more wealth and capital to lose and are less inherently resilient. In this book, he shows us how rich countries can grow their own economies by helping poor countries to decarbonise - and in the process, mitigate the effects of climate change.

Growth, Degrowth, and the Future of the West

Icarus Economics

DK Little Book of

Discover more than 60 of the most important ideas, strategies, and milestones in the field of business in this accessible and innovative pocket-sized guide. From the earliest forms of trade and the invention of money to Adam Smith’s “invisible hand” and Henry Ford’s assembly line, and from the rise of corporate strategy to modern digital marketing, consumer psychology, the gig economy, and sustainable commerce, The Little Book of Business examines the philosophies and practices behind global industries and successful start-ups. Packed with infographics and flowcharts that explain complex concepts in a simple but exciting way, The Little Book of Business offers you the perfect introduction to the subject in a portable format perfect for reading on the go.

Discover more than 60 of the most important ideas, strategies, and milestones in the field of business in this accessible and innovative pocket-sized guide. From the earliest forms of trade and the invention of money to Adam Smith’s “invisible hand” and Henry Ford’s assembly line, and from the rise of corporate strategy to modern digital marketing, consumer psychology, the gig economy, and sustainable commerce, The Little Book of Business examines the philosophies and practices behind global industries and successful start-ups. Packed with infographics and flowcharts that explain complex concepts in a simple but exciting way, The Little Book of Business offers you the perfect introduction to the subject in a portable format perfect for reading on the go.

The Little Book of Business

Bridging finance and geopolitics, this book provides a practical guide to help readers understand and respond to the financial dynamics of global power struggles and the defining challenges of this century. Capital plays a crucial role in explaining the global balance of power that predominates in the present century. Capital Power aims to provide leaders with both the theoretical and practical resources they require to develop policies, build capacities, and execute strategies fit for the global financial arena. By employing a diverse methodological approach, insights from the author's 20 years of experience in both the public and private sector with a core focus on finance, as well as interviews with today's leading political and financial leaders, this book brings a novel perspective and an expanded analytical toolkit to the study of geopolitics. It redefines how we understand financial power in international affairs. Capital Power will encourage readers to think more thoughtfully, consciously, and strategically about the use of finance as a tool of statecraft; the utility of non-traditional conceptions of state power; the strengths and weaknesses of a geofinancial approach; how they can best deploy a country's financial credentials without eroding their foundations; and what this means for state-business relations. It champions a series of detailed policy recommendations and provides a playbook in response to the greatest challenges of this century.

The Rise of Geofinance

Capital Power

Den Kern dieses Buches bildet die Darstellung der Finanzierungsalternative Crowdinvesting im Vergleich zu anderen Finanzierungsformen sowie deren Jurisdiktionen in ausgewählten Ländern. Mario Baumgärtner klärt auf, welche rechtlichen Rahmenbedingungen für Unternehmen und Investoren in Deutschland, der Schweiz, den USA, Frankreich, den Niederlanden und Schweden existieren. Der Fokus liegt dabei auf den Investmentsegmenten Unternehmen und Immobilien. Zudem wird ein Einblick in die Finanzierungsformen Initial Coin Offering (mit Blick auf Deutschland, den USA, China und Südkorea) und Security Token Offering gegeben. Für einen tieferen Einblick in das&nbsp;Immobilien-Crowdinvesting sorgt außerdem ein Interview mit Investmentpunk Gerald Hörhan.Die zweite Auflage wurde thematisch in Hinblick auf die Regulatorik in Brasilien sowie den Einfluss von KI im Crowdinvesting erweitert.Der Inhalt<ul><li>Schattierungen des Kapitalmarktes und Ursprünge der Crowdfinanzierung</li><li>Möglichkeiten zur Finanzierung von Start-ups</li><li>Technologische Entwicklungen im Crowdinvesting</li><li>Geopolitische und makroökonomische Einflüsse</li><li>Zukunft des Crowdinvestings 2030+</li></ul>Der AutorMario Baumgärtner
 ist Unternehmer und Gründer der ACC Group. Sein Schwerpunkt liegt auf der Entwicklung KI-gestützter Technologien für die Finanzbranche sowie dem Aufbau innovativer Software- und Investmentlösungen. Mit seiner unternehmerischen Tätigkeit verfolgt er das Ziel, Künstliche Intelligenz gezielt zur Optimierung von Investmententscheidungen einzusetzen, technologische Innovationen voranzutreiben und dadurch einen nachhaltigen Beitrag zur Digitalisierung und zum langfristigen Wirtschaftswachstum zu leisten.

Den Kern dieses Buches bildet die Darstellung der Finanzierungsalternative Crowdinvesting im Vergleich zu anderen Finanzierungsformen sowie deren Jurisdiktionen in ausgewählten Ländern. Mario Baumgärtner klärt auf, welche rechtlichen Rahmenbedingungen für Unternehmen und Investoren in Deutschland, der Schweiz, den USA, Frankreich, den Niederlanden und Schweden existieren. Der Fokus liegt dabei auf den Investmentsegmenten Unternehmen und Immobilien. Zudem wird ein Einblick in die Finanzierungsformen Initial Coin Offering (mit Blick auf Deutschland, den USA, China und Südkorea) und Security Token Offering gegeben. Für einen tieferen Einblick in das&nbsp;Immobilien-Crowdinvesting sorgt außerdem ein Interview mit Investmentpunk Gerald Hörhan.Die zweite Auflage wurde thematisch in Hinblick auf die Regulatorik in Brasilien sowie den Einfluss von KI im Crowdinvesting erweitert.

Grundlagen – Anwendungsgebiete – Regulatorik

Crowdinvesting

How most investing decisions differ from what the data say works—and how replacing myth with measurement can improve outcomes. The Accidental Venture Capitalist examines how early-stage investment decisions are actually made—and why so many of them diverge from what the evidence says should work. Written by an academic-turned-venture capitalist Scott Shane, the book sits at the intersection of rigorous research and lived investing experience. Its central premise is simple but uncomfortable: in venture capital, folklore and intuition dominate practice, even though decades of empirical research offer more reliable guidance on selection, pricing, portfolio construction, and incentives. The book follows the full arc of the venture process, from fund design and deal sourcing to valuation, syndication, follow-on investing, governance, and exits. Each chapter takes a familiar maxim—“bet on the jockey,” “do more diligence,” “double down on winners”—and tests it against large-sample academic evidence and real investment outcomes. Shane’s analysis is grounded in power-law economics, behavioral decision-making, and incentive alignment. And he is transparent about mistakes as well as successes, treating his own funds as a living laboratory rather than a victory lap. The book also offers practical tools—checklists, heuristics, simple models—that translate evidence into decisions investors can actually implement.

Why Evidence Beats Instinct in Early-Stage Investing

The Accidental Venture Capitalist

30 Years of Experience

Ardian

For decades, the US assumed ideas would naturally flow from research into commercialization. That assumption no longer holds. As Anne Marie Knott shows, the US innovation system is no longer fit for purpose in an age of great-power rivalry. Since 1980, American R&amp;D productivity has fallen dramatically, while China has become far better at turning R&amp;D into growth. Why? Because the two countries operate from fundamentally different models of innovation. The United States follows a 'river' logic: produce frontier science and trust the market to carry discoveries downstream. China follows a 'lake' logic: absorb, develop, diffuse, and capture value. Drawing on new empirical research and a widely applicable measure of R&amp;D productivity, Knott challenges seven myths shaping US innovation policy and offers a reform agenda built less on new spending than on using existing tools far more effectively. The result is a provocative account of innovation, growth, and national power.

Bringing a Knife to a Gunfight

The US Innovation War with China

Economics is vital, but its labyrinth of equations can make it feel disconnected from the real world. Enter a powerful tool: the metaphor.From longtime economics journalist Peter Coy comes an approachable and fun guide to the metaphors that unlock its power. With nearly 500 alphabetized entries, complemented by playful illustrations, Economics Without Numbers demystifies concepts, exploring their origins, the truths they express, and where they fall short. The result is a delightful and original primer on economic ideas and history that's perfect for students and anyone who wants to understand what makes the world go 'round.Coy has spent decades collecting these vivid metaphors. From "trickle-down economics" (the idea that making the rich richer will help the poor) to "inductivist turkey" (a parable about the perils of assuming that a trend will persist without knowing its cause), Coy brings economics to life.

An A-to-Z Guide for the Rest of Us

Economics without Numbers

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.

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 leadto improved arbitral award enforcement in the MENA.

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

A brilliant exploration of the phenomenon of prediction markets that asks: what happens when democracy becomes another commodity? Prediction markets are sweeping the world, fundamentally changing the nature of gambling - and the very ways in which we attempt to divine the future.Posed as binary 'Yes/No' questions about future events, prediction markets allow any difference of opinion - whether on pop culture or politics, wars or assassinations - to be financialised. A regulatory minefield with moral implications that divide nations, governments and bettors, they have proved as effective at accurately predicting the timing of missile strikes as they have at calling the outcomes of elections.But are these markets really a new phenomenon? And what does it mean when those tasked with safeguarding democracy hold financial stakes in its volatility?From Renaissance Rome, where merchants wagered on papal conclaves, through nineteenth-century London's wartime coffee house gossip, to the Pentagon's ill-fated terrorism futures exchange and blockchain-based betting on Polymarket today, The Big Bet tells the gripping five-hundred-year story of a permissive regime that 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 where democracy becomes just another commodity to be priced and traded. Because prediction markets 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 where 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

New York Times bestselling author of Rich Bitch and renowned money expert Nicole Lapin makes investing accessible and fun so women can make bank and become Miss Independent.You've worked hard for your money and now it's time for your money to work for you. You will never earn or budget your way into real wealth. Growing your money significantly doesn't require starting with a lot of money. It requires a little bit of knowledge about taking smart risks and as much time as possible to take advantage of the glorious power of compound interest, which Einstein refers to as the eighth wonder of the world.From automating your savings to easy, no-stress investing strategies, Nicole will teach you how to take your financial knowledge and portfolio to the next level and start you on your journey to your ultimate destination: true financial independence.In Miss Independent, you will learn: <ul><li>The freedom that wealth affords you, whether it's the ability to leave a crappy job or significant other, go on the vacation of your dreams or otherwise live life on your own terms. </li><li>The best method for establishing your "number"--the amount of wealth you want to accumulate before you retire--and getting it.</li><li>The meaning of the most common investing terms, like stocks and bonds, (and some more exotic ones like REITs or cryptocurrency) and how to make them work to your advantage.</li><li>The ins and outs of big financial decisions and concepts, like taking out a mortgage, owning investment properties, and buying life insurance.</li></ul>Miss Independent takes the fear out of money management and investing once and for all. Using her own vulnerable stories and her signature conversational style, let Nicole show you all the different ways and paths that you can take to become financially free at last.

New York Times&nbsp;bestselling author of&nbsp;Rich Bitch&nbsp;and renowned money expert Nicole Lapin makes investing accessible and fun so women can make bank and become&nbsp;Miss Independent.You’ve worked hard for your money and now it’s time for your money to work for&nbsp;you. You will never earn or budget your way into real wealth. Growing your money significantly doesn’t require starting with a lot of money. It requires a little bit of knowledge about taking smart risks and as much time as possible to take advantage of the glorious power of compound interest, which Einstein refers to as the eighth wonder of the world.From automating your savings to easy, no-stress investing strategies, Nicole will teach you how to take your financial knowledge and portfolio to the next level and start you on your journey to your ultimate destination: true financial independence.In&nbsp;Miss Independent, you will learn:<ul><li>The freedom that wealth affords you, whether it’s the ability to leave a crappy job or significant other, go on the vacation of your dreams or otherwise live life on your own terms.&nbsp;</li><li>The best method for establishing your “number”—the amount of wealth you want to accumulate before you retire—and getting it.</li><li>The meaning of the most common investing terms, like stocks and bonds, (and some more exotic ones like REITs or cryptocurrency) and how to make them work to your advantage.</li><li>The ins and outs of big financial decisions and concepts, like taking out a mortgage, owning investment properties, and buying life insurance.</li></ul>Miss Independent&nbsp;takes the fear out of money management and investing once and for all. Using her own vulnerable stories and her signature conversational style, let Nicole show you all the different ways and paths that you can take to become financially free at last.

A Simple 12-Step Plan to Start Investing and Grow Your Own Wealth

Miss Independent

The action guide to building serious financial power.For too long, women have worked twice as hard to earn less than men, and women have felt emotionally broke and financially stressed. It's time for a change and time for women--especially women of color--to make bank.In her first book, We Should All Be Millionaires, Rachel Rodgers--Black woman, mother of four kids, and self-made millionaire--shared her personal story. How she climbed from crushing debt and financial stress to wealth and abundance, running a multi-million-dollar company, and owning a blissful 57-acre horse ranch.Her book inspired thousands of readers and listeners to construct a new attitude about money, claim their power, and build the financial security that we all need and deserve. Now, with Hello Seven, Rachel provides a practical framework to achieving seven-figure wealth. This is the book that makes it happen. Rachel lays out the Hello Seven Growth Scale so you can identify where you fall on one of seven levels -- from $0 to 7 figures -- and map out the specific action steps you need to take to grow from one level to the next.

The action guide to building serious financial power.

Your Step-by-Step Guide to Earning a Million Dollars in Annual Income

Hello Seven

Advanced Portfolio Optimization

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