As the source of this oil, the Ecuadorian Amazon has borne the far-reaching social and environmental consequences of a growing U.S. demand for petroleum and the dynamics of economic globalization it necessitates. Crude Chronicles traces the emergence during the 1990s of a highly organized indigenous movement and its struggles against a U.S. oil company and Ecuadorian neoliberal policies. Against the backdrop of mounting government attempts to privatize and liberalize the national economy, Suzana Sawyer shows how neoliberal reforms in Ecuador led to a crisis of governance, accountability, and representation that spurred one of twentieth-century Latin America’s strongest indigenous movements.Through her rich ethnography of indigenous marches, demonstrations, occupations, and negotiations, Sawyer tracks the growing sophistication of indigenous politics as Indians subverted, re-deployed, and, at times, capitulated to the dictates and desires of a transnational neoliberal logic. At the same time, she follows the multiple maneuvers and discourses that the multinational corporation and the Ecuadorian state used to circumscribe and contain indigenous opposition. Ultimately, Sawyer reveals that indigenous struggles over land and oil operations in Ecuador were as much about reconfiguring national and transnational inequality—that is, rupturing the silence around racial injustice, exacting spaces of accountability, and rewriting narratives of national belonging—as they were about the material use and extraction of rain-forest resources.

    With it has come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting—the first comprehensive treatment of this topic in any book. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie wrote much of the statistical modeling software in S-PLUS and invented principal curves and surfaces. Tibshirani proposed the Lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, and projection pursuit.

    "A masterpiece of integration and application that draws widely on the best Christian and scientific sources on development and draws solid conclusions from what we have learned from experience in ministries around the world." From the Foreword by Paul G. Hiebert"A book from which Christians of every church tradition can draw deeply and profit greatly. The practical wisdom found here can only be the result of what is expressed by its title: 'walking with the poor.'"� --Stephen B. Bevans, Catholic Theological UnionIn this revised and updated edition of a modern classic, Bryant Myers shows how Christian mission can contribute to dismantling poverty and social evil. Integrating the best principles and practice of the international development community, the thinking and experience of Christian nongovernmental organizations (NGOs), and a theological framework for transformational development, Myers demonstrates what is possible when we cease to treat the spiritual and physical domains of life as separate and unrelated.

    Muhammad Yunus-winner of the 2006 Nobel Peace Prize-is giving hope to billions. Philanthropist and self-made millionaire Phil Smith and microcredit expert and consultant Eric Thurman provide a riveting narrative that explores how these small loans, arranged by -barefoot bankers, - enable impoverished people to start small businesses, support their families, and improve local economies. By paying back their loans instead of simply accepting handouts, men and women around the world are continually giving others the same opportunity to change their futures.Smith and Thurman also examine why traditional charity programs, while providing short-term relief, often perpetuate the problems they are trying to alleviate, and how applying investment principles to philanthropy is the key to reversing poverty permanently.A Billion Bootstraps explains how ordinary people can accelerate the microcredit movement by investing charitable donations in specific programs and then leveraging those contributions so the net cost to lift one person out of poverty is remarkably low. You'll discover how to get more for your money by donating with the mind-set of an investor and calculating measurable returns-returns that will change lives and societies forever.

    By presenting basic concepts of economic theory with ideas in modern strategy literature, the book provides an economic lens for viewing the broad sweep of the strategic activities of the firm. The book begins by focusing on the boundaries of the firm and examines competitive strategy from the perspective of industrial organization (IO) economics, particularly Porter's Five Forces. It then explores strategic positioning and dynamics as well as topics associated with internal organization, including personnel economics, organization structure, and strategic fit. Features of the Fourth Edition * Chapters on human resources management, entry, positioning, dynamics, technological change, and organizational structure are substantially revised. * An updated chapter on business history covers the recent dot-com bubble. * Presents economic principles without overemphasizing the math. * Rigorous treatment of organizational topics such as structure and culture enables you to experience the full scope of strategic thinking. * The authors use Porter's Five Forces as a tool for organizing industry analysis, building on the coverage of industrial organization and game theory. The text also considers the Value Net, another tool for organizing industry analysis. * Includes coverage of make or buy decisions (Chapters 2-4) and benefit and cost advantage and sustaining advantage (Chapters 11-13). * Fascinating examples, including many new to this edition, bring the economic models to life. Many of the examples involve businesses outside of the United States.

    It has sold 30,000 copies in each edition and will continue to reach a huge academic audience.In this renowned book, Everett M. Rogers, professor and chair of the Department of Communication & Journalism at the University of New Mexico, explains how new ideas spread via communication channels over time. Such innovations are initially perceived as uncertain and even risky. To overcome this uncertainty, most people seek out others like themselves who have already adopted the new idea. Thus the diffusion process consists of a few individuals who first adopt an innovation, then spread the word among their circle of acquaintances--a process which typically takes months or years. But there are exceptions: use of the Internet in the 1990s, for example, may have spread more rapidly than any other innovation in the history of humankind. Furthermore, the Internet is changing the very nature of diffusion by decreasing the importance of physical distance between people. The fifth edition addresses the spread of the Internet, and how it has transformed the way human beings communicate and adopt new ideas.

    Many scholars have argued that the social sciences rely too heavily on quantitative research and formal models and have attempted to develop and refine rigorous methods for using case studies. This text presents a comprehensive analysis of research methods using case studies and examines the place of case studies in social science methodology. It argues that case studies, statistical methods, and formal models are complementary rather than competitive. The book explains how to design case study research that will produce results useful to policymakers and emphasizes the importance of developing policy-relevant theories. It offers three major contributions to case study methodology: an emphasis on the importance of within-case analysis, a detailed discussion of process tracing, and development of the concept of typological theories. Case Studies and Theory Development in the Social Sciences will be particularly useful to graduate students and scholars in social science methodology and the philosophy of science, as well as to those designing new research projects, and will contribute greatly to the broader debate about scientific methods.

     Plenty of experts argue that anyone who wants to develop a skill, play an instrument, or lead their field should start early, focus intensely, and rack up as many hours of deliberate practice as possible. If you dabble or delay, you'll never catch up to the people who got a head start. But a closer look at research on the world's top performers, from professional athletes to Nobel laureates, shows that early specialization is the exception, not the rule.David Epstein examined the world's most successful athletes, artists, musicians, inventors, forecasters and scientists. He discovered that in most fields--especially those that are complex and unpredictable--generalists, not specialists, are primed to excel. Generalists often find their path late, and they juggle many interests rather than focusing on one. They're also more creative, more agile, and able to make connections their more specialized peers can't see.Provocative, rigorous, and engrossing, Range makes a compelling case for actively cultivating inefficiency. Failing a test is the best way to learn. Frequent quitters end up with the most fulfilling careers. The most impactful inventors cross domains rather than deepening their knowledge in a single area. As experts silo themselves further while computers master more of the skills once reserved for highly focused humans, people who think broadly and embrace diverse experiences and perspectives will increasingly thrive.

    In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

    Experiments provide the feedback loop that allows us, in certain limited ways, to identify error in our beliefs as a first step to correcting them. Over the course of the first half of the twentieth century, scientists invented a methodology for executing controlled experiments to evaluate certain kinds of proposed social interventions. This technique goes by many names in different contexts (randomized control trials, randomized field experiments, clinical trials, etc.). Over the past ten to twenty years this has been increasingly deployed in a wide variety of contexts, but it remains the red-haired step child of modern social science. This is starting to change, and this change should be encouraged and accelerated, even though the staggering complexity of human society creates severe limits to what social science could be realistically expected to achieve. Randomized trials have shown, for example, that work requirements for welfare recipients have succeeded like nothing else in encouraging employment, that charter school vouchers have been successful in increasing educational attainment for underprivileged children, and that community policing has worked to reduce crime, but also that programs like Head Start and Job Corps, which might be politically attractive, fail to attain their intended objectives. Business leaders can also use experiments to test decisions in a controlled, low-risk environment before investing precious resources in large-scale changes – the philosophy behind Manzi’s own successful software company.In a powerful and masterfully-argued book, Manzi shows us how the methods of science can be applied to social and economic policy in order to ensure progress and prosperity.

    As a human behavior hacker, Vanessa Van Edwards created a research lab to study the hidden forces that drive us. And she’s cracked the code. In Captivate, she shares shortcuts, systems, and secrets for taking charge of your interactions at work, at home, and in any social situation. These aren’t the people skills you learned in school. This is the first comprehensive, science backed, real life manual on how to captivate anyone—and a completely new approach to building connections. Just like knowing the formulas to use in a chemistry lab, or the right programming language to build an app, Captivate provides simple ways to solve people problems. You’ll learn, for example… · How to work a room: Every party, networking event, and social situation has a predictable map. Discover the sweet spot for making the most connections.· How to read faces: It’s easier than you think to speed-read facial expressions and use them to predict people’s emotions.· How to talk to anyone: Every conversation can be memorable—once you learn how certain words generate the pleasure hormone dopamine in listeners.When you understand the laws of human behavior, your influence, impact, and income will increase significantly. What’s more, you will improve your interpersonal intelligence, make a killer first impression, and build rapport quickly and authentically in any situation—negotiations, interviews, parties, and pitches. You’ll never interact the same way again.

    PRINCIPLES OF MICROECONOMICS, 4th Edition features a strong revision of content in all 22 chapters while maintaining the clear and accessible writing style that is the hallmark of the highly respected author. The 4th edition also features an expanded instructor's resource package designed to assist instructors in course planning and classroom presentation and full integration of content with Aplia, the leading online Economics education program. In the 4th edition Greg Mankiw has created a full educational program for students and instructors -- Experience Mankiw 4th edition. "I have tried to put myself in the position of someone seeing economics for the first time. My goal is to emphasize the material that students should and do find interesting about the study of the economy." - N. Gregory Mankiw.

    Today, in an age driven by the tyranny of the now, with 24/7 news, the latest tweet, and the buy-now button commanding our attention, we rarely stop to consider how our actions will affect future generations. With such frenetic short-termism at the root of contemporary crises, the call for long-term thinking grows every day – but what is it, has it ever worked, and can we even do it?In The Good Ancestor, leading public philosopher Roman Krznaric argues that there is still hope. From the pyramids to the NHS, humankind has always had the innate ability to plan for posterity and take action that will resonate for decades, centuries, even millennia to come. If we want to become good ancestors, now is the time to recover and enrich this imaginative skill.The Good Ancestor reveals six profound ways in which we can all learn to think long-term, exploring how we can reawaken oft-neglected but uniquely human talents like ‘cathedral thinking’ that expand our time horizons and sharpen our foresight. Drawing on radical solutions from around the world, Krznaric celebrates the innovators who are reinventing democracy, culture and economics so that we all have the chance to become good ancestors and create a better tomorrow.

    It bridges the gap between the mechanics of econometrics and modern applications of econometrics by employing a systematic approach motivated by the major problems facing applied researchers today. Throughout the text, the emphasis on examples gives a concrete reality to economic relationships and allows treatment of interesting policy questions in a realistic and accessible framework.

     If you've been on social media lately, or turned on your TV, you may have noticed a lot of dumb ideas floating around."We know when history will repeat and when it won't.""We can tell the difference between evidence and coincidences.""The simplest explanation is usually true."Wrong, wrong, and dangerous!If we're not careful, loserthink would have us believe that every Trump supporter is a bigoted racist, addicts should be responsible for fixing the opioid epidemic, and that your relationship fell apart simply because you chewed with your mouth open.Even the smartest people can slip into loserthink's seductive grasp. This book will teach you how to spot and avoid it--and will give you scripts to respond when hollow arguments are being brandished against you, whether by well-intentioned friends, strangers on the internet, or political pundits. You'll also learn how to spot the underlying causes of loserthink, like the inability to get ego out of your decisions, thinking with words instead of reasons, failing to imagine alternative explanations, and making too much of coincidences.Your bubble of reality doesn't have to be a prison. This book will show you how to break free--and, what's more, to be among the most perceptive and respected thinkers in every conversation.