Published in 1879, it was admired and advocated by great minds such as Albert Einstein, Winston Churchill, Leo Tolstoy and Sun Yat-sen in China.

    Applying economic analysis to the subjects of the political scientist, sociologist, and economist, Mancur Olson examines the extent to which the individuals that share a common interest find it in their individual interest to bear the costs of the organizational effort.The theory shows that most organizations produce what the economist calls "public goods"--goods or services that are available to every member, whether or not he has borne any of the costs of providing them. Economists have long understood that defense, law, and order were public goods that could not be marketed to individuals, and that taxation was necessary. They have not, however, taken account of the fact that private as well as governmental organizations produce public goods.The services the labor union provides for the worker it represents, or the benefits a lobby obtains for the group it represents, are public goods: they automatically go to every individual in the group, whether or not he helped bear the costs. It follows that, just as governments require compulsory taxation, many large private organizations require special (and sometimes coercive) devices to obtain the resources they need. This is not true of smaller organizations for, as this book shows, small and large organizations support themselves in entirely different ways. The theory indicates that, though small groups can act to further their interest much more easily than large ones, they will tend to devote too few resources to the satisfaction of their common interests, and that there is a surprising tendency for the "lesser" members of the small group to exploit the "greater" members by making them bear a disproportionate share of the burden of any group action.All of the theory in the book is in Chapter 1; the remaining chapters contain empirical and historical evidence of the theory's relevance to labor unions, pressure groups, corporations, and Marxian class action.

    Electric lighting, indoor plumbing, motor vehicles, air travel, and television transformed households and workplaces. But has that era of unprecedented growth come to an end? Weaving together a vivid narrative, historical anecdotes, and economic analysis, The Rise and Fall of American Growth challenges the view that economic growth will continue unabated, and demonstrates that the life-altering scale of innovations between 1870 and 1970 cannot be repeated. Gordon contends that the nation's productivity growth will be further held back by the headwinds of rising inequality, stagnating education, an aging population, and the rising debt of college students and the federal government, and that we must find new solutions. A critical voice in the most pressing debates of our time, The Rise and Fall of American Growth is at once a tribute to a century of radical change and a harbinger of tougher times to come.

    And the subject of these stories—how small and seemingly meaningless decisions and actions by individuals often lead to significant unintended consequences for a large group—is more important than ever. In one famous example, Thomas C. Schelling shows that a slight-but-not-malicious preference to have neighbors of the same race eventually leads to completely segregated populations.The updated edition of this landmark book contains a new preface and the author's Nobel Prize acceptance speech.

    Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

    Geithner helped the United States navigate the worst financial crisis since the Great Depression, from boom to bust to rescue to recovery. In a candid, riveting, and historically illuminating memoir, he takes readers behind the scenes of the crisis, explaining the hard choices and politically unpalatable decisions he made to repair a broken financial system and prevent the collapse of the Main Street economy. This is the inside story of how a small group of policy makers—in a thick fog of uncertainty, with unimaginably high stakes—helped avoid a second depression but lost the American people doing it. Stress Test is also a valuable guide to how governments can better manage financial crises, because this one won’t be the last.Stress Test reveals a side of Secretary Geithner the public has never seen, starting with his childhood as an American abroad. He recounts his early days as a young Treasury official helping to fight the international financial crises of the 1990s, then describes what he saw, what he did, and what he missed at the New York Fed before the Wall Street boom went bust. He takes readers inside the room as the crisis began, intensified, and burned out of control, discussing the most controversial episodes of his tenures at the New York Fed and the Treasury, including the rescue of Bear Stearns; the harrowing weekend when Lehman Brothers failed; the searing crucible of the AIG rescue as well as the furor over the firm’s lavish bonuses; the battles inside the Obama administration over his widely criticized but ultimately successful plan to end the crisis; and the bracing fight for the most sweeping financial reforms in more than seventy years. Secretary Geithner also describes the aftershocks of the crisis, including the administration’s efforts to address high unemployment, a series of brutal political battles over deficits and debt, and the drama over Europe’s repeated flirtations with the economic abyss. Secretary Geithner is not a politician, but he has things to say about politics—the silliness, the nastiness, the toll it took on his family. But in the end, Stress Test is a hopeful story about public service. In this revealing memoir, Tim Geithner explains how America withstood the ultimate stress test of its political and financial systems.

    In case study format, this informative reference answers questions surrounding nuclear energy, the potential of sustainable fossil fuels, and the possibilities of sharing renewable power with foreign countries. While underlining the difficulty of minimizing consumption, the tone remains positive as it debunks misinformation and clearly explains the calculations of expenditure per person to encourage people to make individual changes that will benefit the world at large.

    The long-anticipated revision of this best-selling text offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. *NEW-Nontechnical learning material-Accompanies each part of the book. *NEW-The Internet as a sample application for intelligent systems-Added in several places including logical agents, planning, and natural language. *NEW-Increased coverage of material - Includes expanded coverage of: default reasoning and truth maintenance systems, including multi-agent/distributed AI and game theory; probabilistic approaches to learning including EM; more detailed descriptions of probabilistic inference algorithms. *NEW-Updated and expanded exercises-75% of the exercises are revised, with 100 new exercises. *NEW-On-line Java software. *Makes it easy for students to do projects on the web using intelligent agents. *A unified, agent-based approach to AI-Organizes the material around the task of building intelligent agents. *Comprehensive, up-to-date coverage-Includes a unified view of the field organized around the rational decision making pa

      Buy as many lattes as you want. Choose the right accounts and investments so your money grows for you—automatically. Best of all, spend guilt-free on the things you love.   Personal finance expert Ramit Sethi has been called a “wealth wizard” by Forbes and the “new guru on the block” by Fortune. Now he’s updated and expanded his modern money classic for a new age, delivering a simple, powerful, no-BS 6-week program that just works.  I Will Teach You to Be Rich will show you: • How to crush your debt and student loans faster than you thought possible • How to set up no-fee, high-interest bank accounts that won’t gouge you for every penny • How Ramit automates his finances so his money goes exactly where he wants it to—and how you can do it too • How to talk your way out of late fees (with word-for-word scripts) • How to save hundreds or even thousands per month (and still buy what you love) • A set-it-and-forget-it investment strategy that’s dead simple and beats financial advisors at their own game • How to handle buying a car or a house, paying for a wedding, having kids, and other big expenses—stress free • The exact words to use to negotiate a big raise at work  Plus, this 10th anniversary edition features over 80 new pages, including: • New tools • New insights on money and psychology • Amazing stories of how previous readers used the book to create their rich lives   Master your money—and then get on with your life.

    His transformation from academic economist to public intellectual prompted him to reflect further on the role economists and their discipline play in society. The result is Economics for the Common Good, a passionate manifesto for a world in which economics, far from being a "dismal science," is a positive force for the common good.Economists are rewarded for writing technical papers in scholarly journals, not joining in public debates. But Tirole says we urgently need economists to engage with the many challenges facing society, helping to identify our key objectives and the tools needed to meet them.To show how economics can help us realize the common good, Tirole shares his insights on a broad array of questions affecting our everyday lives and the future of our society, including global warming, unemployment, the post-2008 global financial order, the euro crisis, the digital revolution, innovation, and the proper balance between the free market and regulation.Providing a rich account of how economics can benefit everyone, Economics for the Common Good sets a new agenda for the role of economics in society.

    Narrowing the thousands of factors that can shape a country’s fortunes to ten clear rules, Sharma explains how to spot political, economic, and social changes in real time. He shows how to read political headlines, black markets, the price of onions, and billionaire rankings as signals of booms, busts, and protests. Set in a post-crisis age that has turned the world upside down, replacing fast growth with slow growth and political calm with revolt, Sharma’s pioneering book is an entertaining field guide to understanding change in this era or any era.A Library Journal Best Book of 2016

    In Money, Jacob Goldstein shows how money is a useful fiction that has shaped societies for thousands of years, from the rise of coins in ancient Greece to the first stock market in Amsterdam to the emergence of shadow banking in the 21st century.At the heart of the story are the fringe thinkers and world leaders who reimagined money. Kublai Khan, the Mongol emperor, created paper money backed by nothing, centuries before it appeared in the west. John Law, a professional gambler and convicted murderer, brought modern money to France (and destroyed the country's economy). The cypherpunks, a group of radical libertarian computer programmers, paved the way for bitcoin.One thing they all realized: what counts as money (and what doesn't) is the result of choices we make, and those choices have a profound effect on who gets more stuff and who gets less, who gets to take risks when times are good, and who gets screwed when things go bad.Lively, accessible, and full of interesting details (like the 43-pound copper coins that 17th-century Swedes carried strapped to their backs), Money is the story of the choices that gave us money as we know it today. The co-host of the popular NPR podcast Planet Money provides a well-researched, entertaining, somewhat irreverent look at how money is a made-up thing that has evolved over time to suit humanity's changing needs.

    In it, economic expert and bestselling author of Crash Proof, Peter Schiff teams up with his brother Andrew to apply their signature "take no prisoners" logic to expose the glaring fallacies that have become so ingrained in our country’s economic conversation.Inspired by How an Economy Grows and Why It Doesn’t—a previously published book by the Schiffs’ father Irwin, a widely published economist and activist—How an Economy Grows and Why It Crashes incorporates the spirit of the original while tackling the latest economic issues.With wit and humor, the Schiffs explain the roots of economic growth, the uses of capital, the destructive nature of consumer credit, the source of inflation, the importance of trade, savings, and risk, and many other topical principles of economics.The tales told here may appear simple of the surface, but they will leave you with a powerful understanding of How an Economy Grows and Why it Crashes.

    Features chapters on finance, marketing, accounting, strategy, quantitative analysis, operations, economics, organisational behaviour, and ethics, all revised to reflect the contemporary corporate culture and economic climate.

    The authors have eliminated unnecessary mathematical detail and concentrate on the intuition and insights that will be useful to practitioners throughout their careers as new ideas and challenges emerge from the financial marketplace. Essentials maintains the theme of asset allocation (authors discuss asset pricing and trading then apply these theories to portfolio planning in real-world securities markets that are governed by risk/return relationships).