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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;


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

Independent, inflation-targeting central banks were supposed to deliver stable prices, financial stability and lasting prosperity. Instead, they have presided over financial crises, stagnant growth, rising inequality and the return of inflation. Yet policymakers and politicians have proved remarkably reluctant to challenge the orthodoxy. Why has this model proved so resilient-and what should replace it? In The Gods That Failed, economist Josh Ryan-Collins argues that today's macroeconomic policy framework rests on five powerful myths that have shaped economic thinking since the 1980s. From the "natural" rate of interest and the management of inflation expectations to efficient financial markets and the taboos surrounding fiscal dominance and credit policy, these ideas continue to constrain policymakers even as the evidence against them becomes overwhelming. Blending colourful economic history, cutting-edge research and vivid real-world examples, Ryan-Collins opens-up the often opaque and technocratic world of monetary and financial policy for a wide readership and illustrates its fundamental flaws. At a time of repeated economic and financial shocks, ecological breakdown and geopolitical instability, The Gods That Failed argues that rebuilding our economies will require a wholesale rethinking of how central banks, governments and financial institutions work together to manage money, credit and the macroeconomy.

Rethinking Central Banking and Macrofinancial Policy for the Age of Polycrisis

The Gods that Failed

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.

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.​

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

This popular textbook offers a broad and accessible introduction to the building blocks of modern finance: financial markets, institutions and instruments. Theory is blended with real-world data, cases and numerical worked examples to offer a broad and accessible introduction to the building blocks of modern finance in the 5th edition of Finance and Financial Markets. The book features assessment and self-test resources to help support students and lecturers, as well as extensive discussion of regulatory developments, case studies involving FinTech and Brexit and fully updated data. An updated companion website is also available which offers lecturer slides and multiple choice questions. This new edition has updated data and cases throughout, ensuring that it is as up-to-date as possible in this fast-moving area. New material has been introduced relating to environmental, social and governance (ESG) factors, emerging markets and sustainable finance. The opening five chapters provide an introduction to the world of finance and cover the basic theory relating to the operation of financial institutions and the domestic and offshore (Eurocurrency) money markets. Chapters 6 to 10 deal with both the theory and practice relating to capital markets. The theory covers areas such as portfolio diversification, the capital asset pricing model, the Gordon growth model and the efficient market hypothesis, while the practice looks at the domestic and international bond markets and equity markets. After an examination of the foreign exchange market and forward markets, the final chapters of this comprehensive textbook cover derivative instruments, financial innovations and, as a closing reflection, financial regulation. Finance and Financial Markets is ideally suited to students at all levels who take economics, business and finance courses, as well as for those who want to understand the workings of the modern financial world.

Finance and Financial Markets

How Private Equity Turned Capitalism Against Itself

The Asset Class

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 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

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

'Investors of all ages would benefit from reading Mr Maggiulli's book.' Wall Street Journal THE NEW YORK TIMES BESTSELLER Why do some people continue to build wealth, while others get stuck? Most money strategies fail because they don't adapt to their creator's changing financial circumstances. As you get richer, the tools you once used to get ahead stop working: you need fresh strategies that suit your new level of wealth. Enter The Wealth Ladder. It breaks wealth into six distinct levels, with tailored advice for every stage - all to offer a new philosophy for earning, spending and investing money. The only question left is, are you ready to climb? 'Highly recommended' William Bernstein, author of The Four Pillars of Investing 'Refreshingly honest' Annie Duke, author of Thinking in Bets 'An incredible book' Lawrence Yeo, author of More to That

Proven Strategies for Every Step of Your Financial Life

The Wealth Ladder

Harriman House Essentials

The Soul of Wealth

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.

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

Advanced Portfolio Optimization

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