Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates
This book shows you how to validate your initial idea, find the right customers, decide what to build, how to monetize your business, and how to spread the word. Packed with more than thirty case studies and insights from over a hundred business experts, Lean Analytics provides you with hard-won, real-world information no entrepreneur can afford to go without.Understand Lean Startup, analytics fundamentals, and the data-driven mindsetLook at six sample business models and how they map to new ventures of all sizesFind the One Metric That Matters to youLearn how to draw a line in the sand, so you’ll know it’s time to move forwardApply Lean Analytics principles to large enterprises and established products
This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.
These may not sound like typical questions for an economist to ask. But Steven D. Levitt is not a typical economist. He is a much-heralded scholar who studies the riddles of everyday life—from cheating and crime to sports and child-rearing—and whose conclusions turn conventional wisdom on its head.
Freakonomics is a groundbreaking collaboration between Levitt and Stephen J. Dubner, an award-winning author and journalist. They usually begin with a mountain of data and a simple question. Some of these questions concern life-and-death issues; others have an admittedly freakish quality. Thus the new field of study contained in this book: Freakonomics.
Through forceful storytelling and wry insight, Levitt and Dubner show that economics is, at root, the study of incentives—how people get what they want, or need, especially when other people want or need the same thing. In Freakonomics, they explore the hidden side of . . . well, everything. The inner workings of a crack gang. The truth about real-estate agents. The myths of campaign finance. The telltale marks of a cheating schoolteacher. The secrets of the Ku Klux Klan.
What unites all these stories is a belief that the modern world, despite a great deal of complexity and downright deceit, is not impenetrable, is not unknowable, and—if the right questions are asked—is even more intriguing than we think. All it takes is a new way of looking.
Freakonomics establishes this unconventional premise: If morality represents how we would like the world to work, then economics represents how it actually does work. It is true that readers of this book will be armed with enough riddles and stories to last a thousand cocktail parties. But Freakonomics can provide more than that. It will literally redefine the way we view the modern world.
Bonus material added to the revised and expanded 2006 editionThe original New York Times Magazine article about Steven D. Levitt by Stephen J. Dubner, which led to the creation of this book.Seven “Freakonomics” columns written for the New York Times Magazine, published between August 2005 and April 2006.Selected entries from the Freakonomics blog, posted between April 2005 and May 2006 at http://www.freakonomics.com/blog/.
“[Taleb is] Wall Street’s principal dissident. . . . [Fooled By Randomness] is to conventional Wall Street wisdom approximately what Martin Luther’s ninety-nine theses were to the Catholic Church.”
–Malcolm Gladwell, The New Yorker
Finally in paperback, the word-of-mouth sensation that will change the way you think about the markets and the world.This book is about luck: more precisely how we perceive luck in our personal and professional experiences.
Set against the backdrop of the most conspicuous forum in which luck is mistaken for skill–the world of business–Fooled by Randomness is an irreverent, iconoclastic, eye-opening, and endlessly entertaining exploration of one of the least understood forces in all of our lives.
From the Trade Paperback edition.
If you want to build a better future, you must believe in secrets.
The great secret of our time is that there are still uncharted frontiers to explore and new inventions to create. In Zero to One, legendary entrepreneur and investor Peter Thiel shows how we can find singular ways to create those new things.
Thiel begins with the contrarian premise that we live in an age of technological stagnation, even if we’re too distracted by shiny mobile devices to notice. Information technology has improved rapidly, but there is no reason why progress should be limited to computers or Silicon Valley. Progress can be achieved in any industry or area of business. It comes from the most important skill that every leader must master: learning to think for yourself.
Doing what someone else already knows how to do takes the world from 1 to n, adding more of something familiar. But when you do something new, you go from 0 to 1. The next Bill Gates will not build an operating system. The next Larry Page or Sergey Brin won’t make a search engine. Tomorrow’s champions will not win by competing ruthlessly in today’s marketplace. They will escape competition altogether, because their businesses will be unique.
Zero to One presents at once an optimistic view of the future of progress in America and a new way of thinking about innovation: it starts by learning to ask the questions that lead you to find value in unexpected places.
Jennings takes readers on a world tour of geogeeks from the London Map Fair to the bowels of the Library of Congress, from the prepubescent geniuses at the National Geographic Bee to the computer programmers at Google Earth. Each chapter delves into a different aspect of map culture: highpointing, geocaching, road atlas rallying, even the “unreal estate” charted on the maps of fiction and fantasy. He also considers the ways in which cartography has shaped our history, suggesting that the impulse to make and read maps is as relevant today as it has ever been.
From the “Here be dragons” parchment maps of the Age of Discovery to the spinning globes of grade school to the postmodern revolution of digital maps and GPS, Maphead is filled with intriguing details, engaging anecdotes, and enlightening analysis. If you’re an inveterate map lover yourself—or even if you’re among the cartographically clueless who can get lost in a supermarket—let Ken Jennings be your guide to the strange world of mapheads.
In this pioneering study, White explores the relationship between the natural history of the Columbia River and the human history of the Pacific Northwest for both whites and Native Americans. He concentrates on what brings humans and the river together: not only the physical space of the region but also, and primarily, energy and work. For working with the river has been central to Pacific Northwesterners' competing ways of life. It is in this way that White comes to view the Columbia River as an organic machine--with conflicting human and natural claims--and to show that whatever separation exists between humans and nature exists to be crossed.
A New Edition of the Phenomenal #1 Bestseller
"One mark of a great book is that it makes you see things in a new way, and Mr. Friedman certainly succeeds in that goal," the Nobel laureate Joseph E. Stiglitz wrote in The New York Times reviewing The World Is Flat in 2005. In this new edition, Thomas L. Friedman includes fresh stories and insights to help us understand the flattening of the world. Weaving new information into his overall thesis, and answering the questions he has been most frequently asked by parents across the country, this third edition also includes two new chapters--on how to be a political activist and social entrepreneur in a flat world; and on the more troubling question of how to manage our reputations and privacy in a world where we are all becoming publishers and public figures.
The World Is Flat 3.0 is an essential update on globalization, its opportunities for individual empowerment, its achievements at lifting millions out of poverty, and its drawbacks--environmental, social, and political, powerfully illuminated by the Pulitzer Prize--winning author of The Lexus and the Olive Tree.
In his bestselling The Russians, Smith took millions of readers inside the Soviet Union. In The Power Game, he took us inside Washington’s corridors of power. Now Smith takes us across America to show how seismic changes, sparked by a sequence of landmark political and economic decisions, have transformed America. As only a veteran reporter can, Smith fits the puzzle together, starting with Lewis Powell’s provocative memo that triggered a political rebellion that dramatically altered the landscape of power from then until today.
This is a book full of surprises and revelations—the accidental beginnings of the 401(k) plan, with disastrous economic consequences for many; the major policy changes that began under Jimmy Carter; how the New Economy disrupted America’s engine of shared prosperity, the “virtuous circle” of growth, and how America lost the title of “Land of Opportunity.” Smith documents the transfer of $6 trillion in middle-class wealth from homeowners to banks even before the housing boom went bust, and how the U.S. policy tilt favoring the rich is stunting America’s economic growth.
This book is essential reading for all of us who want to understand America today, or why average Americans are struggling to keep afloat. Smith reveals how pivotal laws and policies were altered while the public wasn’t looking, how Congress often ignores public opinion, why moderate politicians got shoved to the sidelines, and how Wall Street often wins politically by hiring over 1,400 former government officials as lobbyists.
Smith talks to a wide range of people, telling the stories of Americans high and low. From political leaders such as Bill Clinton, Newt Gingrich, and Martin Luther King, Jr., to CEOs such as Al Dunlap, Bob Galvin, and Andy Grove, to heartland Middle Americans such as airline mechanic Pat O’Neill, software systems manager Kristine Serrano, small businessman John Terboss, and subcontractor Eliseo Guardado, Smith puts a human face on how middle-class America and the American Dream have been undermined.
This magnificent work of history and reportage is filled with the penetrating insights, provocative discoveries, and the great empathy of a master journalist. Finally, Smith offers ideas for restoring America’s great promise and reclaiming the American Dream.
Praise for Who Stole the American Dream?
“[A] sweeping, authoritative examination of the last four decades of the American economic experience.”—The Huffington Post
“Some fine work has been done in explaining the mess we’re in. . . . But no book goes to the headwaters with the precision, detail and accessibility of Smith.”—The Seattle Times
“Sweeping in scope . . . [Smith] posits some steps that could alleviate the problems of the United States.”—USA Today
“Brilliant . . . [a] remarkably comprehensive and coherent analysis of and prescriptions for America’s contemporary economic malaise.”—Kirkus Reviews (starred review)
“Smith enlivens his narrative with portraits of the people caught up in events, humanizing complex subjects often rendered sterile in economic analysis. . . . The human face of the story is inseparable from the history.”—Reuters
Perhaps no one is better acquainted with the intersection of economics and politics than Robert B. Reich, and now he reveals how power and influence have created a new American oligarchy, a shrinking middle class, and the greatest income inequality and wealth disparity in eighty years. He makes clear how centrally problematic our veneration of the “free market” is, and how it has masked the power of moneyed interests to tilt the market to their benefit.
Reich exposes the falsehoods that have been bolstered by the corruption of our democracy by huge corporations and the revolving door between Washington and Wall Street: that all workers are paid what they’re “worth,” that a higher minimum wage equals fewer jobs, and that corporations must serve shareholders before employees. He shows that the critical choices ahead are not about the size of government but about who government is for: that we must choose not between a free market and “big” government but between a market organized for broadly based prosperity and one designed to deliver the most gains to the top. Ever the pragmatist, ever the optimist, Reich sees hope for reversing our slide toward inequality and diminished opportunity when we shore up the countervailing power of everyone else.
Passionate yet practical, sweeping yet exactingly argued, Saving Capitalism is a revelatory indictment of our economic status quo and an empowering call to civic action.
From the Hardcover edition.
First published by the University of Chicago Press on September 18, 1944, The Road to Serfdom garnered immediate, widespread attention. The first printing of 2,000 copies was exhausted instantly, and within six months more than 30,000 books were sold. In April 1945, Reader’s Digest published a condensed version of the book, and soon thereafter the Book-of-the-Month Club distributed this edition to more than 600,000 readers. A perennial best seller, the book has sold 400,000 copies in the United States alone and has been translated into more than twenty languages, along the way becoming one of the most important and influential books of the century.
With this new edition, The Road to Serfdom takes its place in the series The Collected Works of F. A. Hayek. The volume includes a foreword by series editor and leading Hayek scholar Bruce Caldwell explaining the book's origins and publishing history and assessing common misinterpretations of Hayek's thought. Caldwell has also standardized and corrected Hayek's references and added helpful new explanatory notes. Supplemented with an appendix of related materials ranging from prepublication reports on the initial manuscript to forewords to earlier editions by John Chamberlain, Milton Friedman, and Hayek himself, this new edition of The Road to Serfdom will be the definitive version of Hayek's enduring masterwork.
So why is it so hard to make sound decisions? In Think Twice, now in paperback, Michael Mauboussin argues that we often fall victim to simplified mental routines that prevent us from coping with the complex realities inherent in important judgment calls. Yet these cognitive errors are preventable.
In this engaging book, Mauboussin shows us how to recognize and avoid common mental missteps. These include misunderstanding cause-and-effect linkages, not considering enough alternative possibilities in making a decision, and relying too much on experts.
Through vivid stories, the author presents memorable rules for avoiding each error and explains how to recognize when you should “think twice”—questioning your reasoning and adopting decision-making strategies that are far more effective, even if they seem counterintuitive. Armed with this awareness, you'll soon begin making sounder judgment calls that benefit (rather than hurt) your organization.
The trick, of course, is figuring out just how many of our successes (and failures) can be attributed to each—and how we can learn to tell the difference ahead of time.
In most domains of life, skill and luck seem hopelessly entangled. Different levels of skill and varying degrees of good and bad luck are the realities that shape our lives—yet few of us are adept at accurately distinguishing between the two. Imagine what we could accomplish if we were able to tease out these two threads, examine them, and use the resulting knowledge to make better decisions.
In this provocative book, Michael Mauboussin helps to untangle these intricate strands to offer the structure needed to analyze the relative importance of skill and luck. He offers concrete suggestions for making these insights work to your advantage. Once we understand the extent to which skill and luck contribute to our achievements, we can learn to deal with them in making decisions.
The Success Equation helps us move toward this goal by:
• Establishing a foundation so we better understand skill and luck, and can pinpoint where each is most relevant
• Helping us develop the analytical tools necessary to understand skill and luck
• Offering concrete suggestions about how to take these findings and put them to work
Showcasing Mauboussin’s trademark wit, insight, and analytical genius, The Success Equation is a must-read for anyone seeking to make better decisions—in business and in life.
In the late 1980s, Japanese scientists were trying to figure out the economic damage that would be caused if a catastrophic earthquake destroyed Tokyo. The answer was bleak, but not for Japan. Kaoru Oda, an economist who worked for Tokai Bank, speculated that the United States would end up paying the most. Why? Japan owned trillions of dollars’ worth of foreign liquid assets and investments. These assets, which the world depended on, would be sold, forcing countries into the precarious position of having to return large amounts of money they might not have. After the recent earthquake, Michael Lewis reexamined this hypothesis and came to a surprising conclusion. With his characteristic sense of humor and wit, Lewis, once again, explains the inner workings of a financial catastrophe.
“How a Tokyo Earthquake Could Devastate Wall Street” appears in Michael Lewis’s book The Money Culture.
Capitalism: A Ghost Story examines the dark side of democracy in contemporary India, and shows how the demands of globalized capitalism has subjugated billions of people to the highest and most intense forms of racism and exploitation.
This insightful and eloquent book will show you how to measure those things in your own business, government agency or other organization that, until now, you may have considered "immeasurable," including customer satisfaction, organizational flexibility, technology risk, and technology ROI.Adds new measurement methods, showing how they can be applied to a variety of areas such as risk management and customer satisfaction Simplifies overall content while still making the more technical applications available to those readers who want to dig deeper Continues to boldly assert that any perception of "immeasurability" is based on certain popular misconceptions about measurement and measurement methods Shows the common reasoning for calling something immeasurable, and sets out to correct those ideas Offers practical methods for measuring a variety of "intangibles" Provides an online database (www.howtomeasureanything.com) of downloadable, practical examples worked out in detailed spreadsheets
Written by recognized expert Douglas Hubbard—creator of Applied Information Economics—How to Measure Anything, Third Edition illustrates how the author has used his approach across various industries and how any problem, no matter how difficult, ill defined, or uncertain can lend itself to measurement using proven methods.
New to the fourth edition are the topics of common and special causes, outliers, and risk management tools. Besides the new topics, many current topics have been expanded to reflect changes in auditing practices since 2004 and ISO 19011 guidance, and they have been rewritten to promote the common elements of all types of system and process audits.
The handbook can be used by new auditors to gain an understanding of auditing. Experienced auditors will find it to be a useful reference. Audit managers and quality managers can use the handbook as a guide for leading their auditing programs. The handbook may also be used by trainers and educators as source material for teaching the fundamentals of auditing.
But Hand is no believer in superstitions, prophecies, or the paranormal. His definition of "miracle" is thoroughly rational. No mystical or supernatural explanation is necessary to understand why someone is lucky enough to win the lottery twice, or is destined to be hit by lightning three times and still survive. All we need, Hand argues, is a firm grounding in a powerful set of laws: the laws of inevitability, of truly large numbers, of selection, of the probability lever, and of near enough.
Together, these constitute Hand's groundbreaking Improbability Principle. And together, they explain why we should not be so surprised to bump into a friend in a foreign country, or to come across the same unfamiliar word four times in one day. Hand wrestles with seemingly less explicable questions as well: what the Bible and Shakespeare have in common, why financial crashes are par for the course, and why lightning does strike the same place (and the same person) twice. Along the way, he teaches us how to use the Improbability Principle in our own lives—including how to cash in at a casino and how to recognize when a medicine is truly effective.
An irresistible adventure into the laws behind "chance" moments and a trusty guide for understanding the world and universe we live in, The Improbability Principle will transform how you think about serendipity and luck, whether it's in the world of business and finance or you're merely sitting in your backyard, tossing a ball into the air and wondering where it will land.
In short, either we embrace radical change ourselves or radical changes will be visited upon our physical world. The status quo is no longer an option.
In This Changes Everything Naomi Klein argues that climate change isn’t just another issue to be neatly filed between taxes and health care. It’s an alarm that calls us to fix an economic system that is already failing us in many ways. Klein meticulously builds the case for how massively reducing our greenhouse emissions is our best chance to simultaneously reduce gaping inequalities, re-imagine our broken democracies, and rebuild our gutted local economies. She exposes the ideological desperation of the climate-change deniers, the messianic delusions of the would-be geoengineers, and the tragic defeatism of too many mainstream green initiatives. And she demonstrates precisely why the market has not—and cannot—fix the climate crisis but will instead make things worse, with ever more extreme and ecologically damaging extraction methods, accompanied by rampant disaster capitalism.
Klein argues that the changes to our relationship with nature and one another that are required to respond to the climate crisis humanely should not be viewed as grim penance, but rather as a kind of gift—a catalyst to transform broken economic and cultural priorities and to heal long-festering historical wounds. And she documents the inspiring movements that have already begun this process: communities that are not just refusing to be sites of further fossil fuel extraction but are building the next, regeneration-based economies right now.
Can we pull off these changes in time? Nothing is certain. Nothing except that climate change changes everything. And for a very brief time, the nature of that change is still up to us.
Kerr locates the origins of today's shelter system in the era that followed the massive railroad rebellions of 1877. From that period through the Great Depression, business and political leaders sought to transform downtown Cleveland to their own advantage. As they focused on bringing business travelers and tourists to the city and beckoned upper-income residents to return to its center, they demolished two downtown working-class neighborhoods and institutionalized a shelter system to contain and control the unhoused and unemployed. The precedents from this period informed the strategies of the post-World War II urban renewal era as the "new urbanism" of the late twentieth century.
The efforts of the city's elites have not gone uncontested. Kerr documents a rich history of opposition by people at the margins whose organized resistance and everyday survival strategies have undermined the grand plans crafted by the powerful and transformed the institutions designed to constrain the lives of the homeless.
"A tightly argued, effectively researched, and well-written book. Kerr successfully brings the voices of the unhoused and unemployed into his story at every turn, making a convincing case for their role in altering, if rarely determining, policy."---Mark E. Santow, coauthor of Social Security and the Middle Class Squeeze
"One of the most robust portraits available of homelessness both as an institutional-spatial condition and as a human experience that changes over time."---Joseph Heathcott, coeditor of Beyond the Ruins: The Meanings of Deindustrialization
Revealing how seemingly race-neutral urban sites contain hidden racial assumptions and imperatives, Lipsitz examines the ways in which urban space and social experience are racialized and emphasizes that aggrieved communities do not passively acquiesce to racism. He recognizes the people and communities that have reimagined segregated spaces in expressive culture as places for congregation.
How Racism Takes Place not only exposes the degree to which this white spatial imagining structures our society but also celebrates the black artists and activists who struggle to create a just and decent society.
Combining the latest research and theoretical frameworks Spaces of Sustainability offers a unique insight into contemporary attempts to create a more sustainable society and introduces the debates surrounding sustainable development through a series of interesting transcontinental case studies. These include: discussions of land-use conflicts in the USA; agricultural reform in the Indian Punjab; environmental planning in the Barents Sea; community forest development in Kenya; transport policies in Mexico City; and political reform in Russia.
Written in an approachable and concise manner, this is essential reading for students of geography, planning, environmental politics and urban studies. It is illustrated throughout with figures and plates, along with a range of explanatory help boxes and useful web links.
In a clearly written style, this introduction also provides the background necessary for further study. The new chapters cover such topics as the politics of identity, and the transition from modernism to postmodernism. As with the earlier editions, this third edition of what has become a classic in the discipline still serves as a basic text and structure for a full course.
For nearly 70 years, the suburbs were as American as apple pie. As the middle class ballooned and single-family homes and cars became more affordable, we flocked to pre-fabricated communities in the suburbs, a place where open air and solitude offered a retreat from our dense, polluted cities. Before long, success became synonymous with a private home in a bedroom community complete with a yard, a two-car garage and a commute to the office, and subdivisions quickly blanketed our landscape.
But in recent years things have started to change. An epic housing crisis revealed existing problems with this unique pattern of development, while the steady pull of long-simmering economic, societal and demographic forces has culminated in a Perfect Storm that has led to a profound shift in the way we desire to live.
In The End of the Suburbs journalist Leigh Gallagher traces the rise and fall of American suburbia from the stately railroad suburbs that sprung up outside American cities in the 19th and early 20th centuries to current-day sprawling exurbs where residents spend as much as four hours each day commuting. Along the way she shows why suburbia was unsustainable from the start and explores the hundreds of new, alternative communities that are springing up around the country and promise to reshape our way of life for the better.
Not all suburbs are going to vanish, of course, but Gallagher’s research and reporting show the trends are undeniable. Consider some of the forces at work:The nuclear family is no more: Our marriage and birth rates are steadily declining, while the single-person households are on the rise. Thus, the good schools and family-friendly lifestyle the suburbs promised are increasingly unnecessary.We want out of our cars: As the price of oil continues to rise, the hours long commutes forced on us by sprawl have become unaffordable for many. Meanwhile, today’s younger generation has expressed a perplexing indifference toward cars and driving. Both shifts have fueled demand for denser, pedestrian-friendly communities.Cities are booming. Once abandoned by the wealthy, cities are experiencing a renaissance, especially among younger generations and families with young children. At the same time, suburbs across the country have had to confront never-before-seen rates of poverty and crime.Blending powerful data with vivid on the ground reporting, Gallagher introduces us to a fascinating cast of characters, including the charismatic leader of the anti-sprawl movement; a mild-mannered Minnesotan who quit his job to convince the world that the suburbs are a financial Ponzi scheme; and the disaffected residents of suburbia, like the teacher whose punishing commute entailed leaving home at 4 a.m. and sleeping under her desk in her classroom.
Along the way, she explains why understanding the shifts taking place is imperative to any discussion about the future of our housing landscape and of our society itself—and why that future will bring us stronger, healthier, happier and more diverse communities for everyone.
In more than thirty essays, Social Creatures examines the role of animals in human society. Collected from a wide range of periodicals and books, these important works of scholarship examine such issues as how animal shelter workers view the pets in their care, why some people hoard animals, animals and women who experience domestic abuse, philosophical and feminist analyses of our moral obligations toward animals, and many other topics.
Social Creatures includes work by Peter Singer, Tom Regan, Carol J. Adams, Josephine Donovan, Barbara Noske, Arnold Arluke, Ken Shapiro, and many leading scholars, anthropologists, and psychologists. The book also comes with an extensive bibliography of hundreds of articles and books.
R is both an object-oriented language and a functional language that is easy to learn, easy to use, and completely free. A large community of dedicated R users and programmers provides an excellent source of R code, functions, and data sets. R is also becoming adopted into commercial tools such as Oracle Database. Your investment in learning R is sure to pay off in the long term as R continues to grow into the go to language for statistical exploration and research.
Covers the freely-available R language for statistics Shows the use of R in specific uses case such as simulations, discrete probability solutions, one-way ANOVA analysis, and more Takes a hands-on and example-based approach incorporating best practices with clear explanations of the statistics being done
Originally published by the U.S. Army to provide an overview of the country's terrain, ethnic groups, and history for American troops and now updated and expanded for the general public, Afghanistan Declassified fills in these gaps. Historian Brian Glyn Williams, who has traveled to Afghanistan frequently over the past decade, provides essential background to the war, tracing the rise, fall, and reemergence of the Taliban. Special sections deal with topics such as the CIA's Predator drone campaign in the Pakistani tribal zones, the spread of suicide bombing from Iraq to the Afghan theater of operations, and comparisons between the Soviet and U.S. experiences in Afghanistan.
To Williams, a historian of Central Asia, Afghanistan is not merely a theater in the war on terror. It is a primeval, exciting, and beautiful land; not only a place of danger and turmoil but also one of hospitable villagers and stunning landscapes, of great cultural diversity and richness. Williams brings the country to life through his own travel experiences—from living with Northern Alliance Uzbek warlords to working on a major NATO base. National heroes are introduced, Afghanistan's varied ethnic groups are explored, key battles—both ancient and current—are retold, and this land that many see as only a frightening setting for prolonged war emerges in three dimensions.
Maps have a mysterious hold over us. Whether ancient, crumbling parchments or generated by Google, maps tell us things we want to know, not only about our current location or where we are going but about the world in general. And yet, when it comes to geo-politics, much of what we are told is generated by analysts and other experts who have neglected to refer to a map of the place in question.
All leaders of nations are constrained by geography. In “one of the best books about geopolitics” (The Evening Standard), now updated to include 2016 geopolitical developments, journalist Tim Marshall examines Russia, China, the US, Latin America, the Middle East, Africa, Europe, Japan, Korea, and Greenland and the Arctic—their weather, seas, mountains, rivers, deserts, and borders—to provide a context often missing from our political reportage: how the physical characteristics of these countries affect their strengths and vulnerabilities and the decisions made by their leaders.
Offering “a fresh way of looking at maps” (The New York Times Book Review), Marshall explains the complex geo-political strategies that shape the globe. Why is Putin so obsessed with Crimea? Why was the US destined to become a global superpower? Why does China’s power base continue to expand? Why is Tibet destined to lose its autonomy? Why will Europe never be united? The answers are geographical. “In an ever more complex, chaotic, and interlinked world, Prisoners of Geography is a concise and useful primer on geopolitics” (Newsweek) and a critical guide to one of the major determining factors in world affairs.
Crunch Big Data to optimize marketing and more!
Overwhelmed by all the Big Data now available to you? Not sure what questions to ask or how to ask them? Using Microsoft Excel and proven decision analytics techniques, you can distill all that data into manageable sets—and use them to optimize a wide variety of business and investment decisions. In Decision Analytics: Microsoft Excel, best selling statistics expert and consultant Conrad Carlberg will show you how—hands-on and step-by-step.
Carlberg guides you through using decision analytics to segment customers (or anything else) into sensible and actionable groups and clusters. Next, you’ll learn practical ways to optimize a wide spectrum of decisions in business and beyond—from pricing to cross-selling, hiring to investments—even facial recognition software uses the techniques discussed in this book!
Through realistic examples, Carlberg helps you understand the techniques and assumptions that underlie decision analytics and use simple Excel charts to intuitively grasp the results. With this foundation in place, you can perform your own analyses in Excel and work with results produced by advanced stats packages such as SAS and SPSS.
This book comes with an extensive collection of downloadable Excel workbooks you can easily adapt to your own unique requirements, plus VBA code to streamline several of its most complex techniques.Classify data according to existing categories or naturally occurring clusters of predictor variables Cut massive numbers of variables and records down to size, so you can get the answers you really need Utilize cluster analysis to find patterns of similarity for market research and many other applications Learn how multiple discriminant analysis helps you classify cases Use MANOVA to decide whether groups differ on multivariate centroids Use principal components to explore data, find patterns, and identify latent factors
Register your book for access to all sample workbooks, updates, and corrections as they become available at quepublishing.com/title/9780789751683.
In The Revenge of Geography, Kaplan builds on the insights, discoveries, and theories of great geographers and geopolitical thinkers of the near and distant past to look back at critical pivots in history and then to look forward at the evolving global scene. Kaplan traces the history of the world’s hot spots by examining their climates, topographies, and proximities to other embattled lands. The Russian steppe’s pitiless climate and limited vegetation bred hard and cruel men bent on destruction, for example, while Nazi geopoliticians distorted geopolitics entirely, calculating that space on the globe used by the British Empire and the Soviet Union could be swallowed by a greater German homeland.
Kaplan then applies the lessons learned to the present crises in Europe, Russia, China, the Indian subcontinent, Turkey, Iran, and the Arab Middle East. The result is a holistic interpretation of the next cycle of conflict throughout Eurasia. Remarkably, the future can be understood in the context of temperature, land allotment, and other physical certainties: China, able to feed only 23 percent of its people from land that is only 7 percent arable, has sought energy, minerals, and metals from such brutal regimes as Burma, Iran, and Zimbabwe, putting it in moral conflict with the United States. Afghanistan’s porous borders will keep it the principal invasion route into India, and a vital rear base for Pakistan, India’s main enemy. Iran will exploit the advantage of being the only country that straddles both energy-producing areas of the Persian Gulf and the Caspian Sea. Finally, Kaplan posits that the United States might rue engaging in far-flung conflicts with Iraq and Afghanistan rather than tending to its direct neighbor Mexico, which is on the verge of becoming a semifailed state due to drug cartel carnage.
A brilliant rebuttal to thinkers who suggest that globalism will trump geography, this indispensable work shows how timeless truths and natural facts can help prevent this century’s looming cataclysms.
Praise for The Revenge of Geography
“[An] ambitious and challenging new book . . . [The Revenge of Geography] displays a formidable grasp of contemporary world politics and serves as a powerful reminder that it has been the planet’s geophysical configurations, as much as the flow of competing religions and ideologies, that have shaped human conflicts, past and present.”—Malise Ruthven, The New York Review of Books
“Robert D. Kaplan, the world-traveling reporter and intellectual whose fourteen books constitute a bedrock of penetrating exposition and analysis on the post-Cold War world . . . strips away much of the cant that suffuses public discourse these days on global developments and gets to a fundamental reality: that geography remains today, as it has been throughout history, one of the most powerful drivers of world events.”—The National Interest
“Kaplan plunges into a planetary review that is often thrilling in its sheer scale . . . encyclopedic.”—The New Yorker
“[The Revenge of Geography] serves the facts straight up. . . . Kaplan’s realism and willingness to face hard facts make The Revenge of Geography a valuable antidote to the feel-good manifestoes that often masquerade as strategic thought.”—The Daily Beast
From the Hardcover edition.
Drawing on cutting-edge research in the social sciences, the contributors explore optimal ways to manage the modern city and propose solutions to today's most pressing urban problems. Topics include the urban economy, transportation, housing and open space, immigration, race, the impacts of poverty on children, education, crime, and financing and managing services. The contributors show how to make cities work for diverse urban constituencies, and why we still need cities despite the many challenges they pose. Making Cities Work brings the latest findings in urban economics to policymakers, researchers, and students, as well as anyone interested in urban affairs.
In addition to the editor, the contributors are David Card, Philip J. Cook, Janet Currie, Edward L. Glaeser, Joseph Gyourko, Richard J. Murnane, Witold Rybczynski, Kenneth A. Small, and Jacob L. Vigdor.
• Construct and interpret statistical charts and tables with Excel or OpenOffice.org Calc 3
• Work with mean, median, mode, standard deviation, Z scores, skewness, and other descriptive statistics
• Use probability and probability distributions
• Work with sampling distributions and confidence intervals
• Test hypotheses with Z, t, chi-square, ANOVA, and other techniques
• Perform powerful regression analysis and modeling
• Use multiple regression to develop models that contain several independent variables
• Master specific statistical techniques for quality and Six Sigma programs
About the Web Site
Download practice files, templates, data sets, and sample spreadsheet models—including ready-to-use solutions for your own work! www.ftpress.com/youcanlearnstatistics2e
Topics covered include land use and urban design, transportation, ecological planning and restoration, energy and materials use, economic development, social and environmental justice, and green architecture and building. All sections have a concise editorial introduction that places the selection in context and suggests further reading. Additional sections cover tools for sustainable development, international sustainable development, visions of sustainable community and case studies from around the world. The book also includes educational exercises for individuals, university classes, or community groups, and an extensive list of recommended readings.
The anthology remains unique in presenting a broad array of classic and contemporary readings in this field, each with a concise introduction placing it within the context of this evolving discourse. The Sustainable Urban Development Reader presents an authoritative overview of the field using original sources in a highly readable format for university classes in urban studies, environmental studies, the social sciences, and related fields. It also makes a wide range of sustainable urban planning-related material available to the public in a clear and accessible way, forming an indispensable resource for anyone interested in the future of urban environments.
New in the fourth edition of Latent Variable Models:
*a data CD that features the correlation and covariance matrices used in the exercises;
*new sections on missing data, non-normality, mediation, factorial invariance, and automating the construction of path diagrams; and
*reorganization of chapters 3-7 to enhance the flow of the book and its flexibility for teaching.
Intended for advanced students and researchers in the areas of social, educational, clinical, industrial, consumer, personality, and developmental psychology, sociology, political science, and marketing, some prior familiarity with correlation and regression is helpful.
She shows, in ways both hilarious and heartbreaking, how traditional charity often fails, but how a new form of philanthropic investing called "patient capital" can help make people self-sufficient and can change millions of lives. More than just an autobiography or a how-to guide to addressing poverty, The Blue Sweater is a call to action that challenges us to grant dignity to the poor and to rethink our engagement with the world.
Complexity surrounds us. We have too much email, juggle multiple remotes, and hack through thickets of regulations from phone contracts to health plans. But complexity isn’t destiny. Sull and Eisenhardt argue there’s a better way. By developing a few simple yet effective rules, people can best even the most complex problems.
In Simple Rules, Sull and Eisenhardt masterfully challenge how we think about complexity and offer a new lens on how to cope. They take us on a surprising tour of what simple rules are, where they come from, and why they work. The authors illustrate the six kinds o f rules that really matter - for helping artists find creativity and the Federal Reserve set interest rates, for keeping birds on track and Zipcar members organized, and for how insomniacs can sleep and mountain climbers stay safe.
Drawing on rigorous research and riveting stories, the authors ingeniously find insights in unexpected places, from the way Tina Fey codified her experience at Saturday Night Live into rules for producing 30 Rock (rule five: never tell a crazy person he’s crazy) to burglars’ rules for robbery (“avoid houses with a car parked outside”) to Japanese engineers mimicking the rules of slime molds to optimize Tokyo’s rail system. The authors offer fresh information and practical tips on fixing old rules and learning new ones.
Whether you’re struggling with information overload, pursuing opportunities with limited resources, or just trying to change your bad habits, Simple Rules provides powerful insight into how and why simplicity tames complexity.
The son of a sharecropper, Will Allen had no intention of ever becoming a farmer himself. But after years in professional basketball and as an executive for Kentucky Fried Chicken and Procter & Gamble, Allen cashed in his retirement fund for a two-acre plot a half mile away from Milwaukee’s largest public housing project. The area was a food desert with only convenience stores and fast-food restaurants to serve the needs of local residents.
In the face of financial challenges and daunting odds, Allen built the country’s preeminent urban farm—a food and educational center that now produces enough vegetables and fish year-round to feed thousands of people. Employing young people from the neighboring housing project and community, Growing Power has sought to prove that local food systems can help troubled youths, dismantle racism, create jobs, bring urban and rural communities closer together, and improve public health. Today, Allen’s organization helps develop community food systems across the country.
An eco-classic in the making, The Good Food Revolution is the story of Will’s personal journey, the lives he has touched, and a grassroots movement that is changing the way our nation eats.
Rajan shows how the individual choices that collectively brought about the economic meltdown--made by bankers, government officials, and ordinary homeowners--were rational responses to a flawed global financial order in which the incentives to take on risk are incredibly out of step with the dangers those risks pose. He traces the deepening fault lines in a world overly dependent on the indebted American consumer to power global economic growth and stave off global downturns. He exposes a system where America's growing inequality and thin social safety net create tremendous political pressure to encourage easy credit and keep job creation robust, no matter what the consequences to the economy's long-term health; and where the U.S. financial sector, with its skewed incentives, is the critical but unstable link between an overstimulated America and an underconsuming world.
In Fault Lines, Rajan demonstrates how unequal access to education and health care in the United States puts us all in deeper financial peril, even as the economic choices of countries like Germany, Japan, and China place an undue burden on America to get its policies right. He outlines the hard choices we need to make to ensure a more stable world economy and restore lasting prosperity.
For those who slept through Stats 101, this book is a lifesaver. Wheelan strips away the arcane and technical details and focuses on the underlying intuition that drives statistical analysis. He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions.
And in Wheelan’s trademark style, there’s not a dull page in sight. You’ll encounter clever Schlitz Beer marketers leveraging basic probability, an International Sausage Festival illuminating the tenets of the central limit theorem, and a head-scratching choice from the famous game show Let’s Make a Deal—and you’ll come away with insights each time. With the wit, accessibility, and sheer fun that turned Naked Economics into a bestseller, Wheelan defies the odds yet again by bringing another essential, formerly unglamorous discipline to life.
The book first discusses non- and semiparametric models before covering parameters and parametric models. It then offers a detailed treatment of maximum likelihood estimates (MLEs) and examines the theory of testing and confidence regions, including optimality theory for estimation and elementary robustness considerations. It next presents basic asymptotic approximations with one-dimensional parameter models as examples. The book also describes inference in multivariate (multiparameter) models, exploring asymptotic normality and optimality of MLEs, Wald and Rao statistics, generalized linear models, and more.
Mathematical Statistics: Basic Ideas and Selected Topics, Volume II will be published in 2015. It will present important statistical concepts, methods, and tools not covered in Volume I.
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- Covers all versions of Excel.
- Display sums and counts without using formulas.
- Master the basics of COUNT, COUNTA, COUNTBLANK, and other counting functions.
- Create conditional counts with COUNTIF and COUNTIFS.
- Calculate the mode for numeric or text values.
- Count unique values in a range.
- Count occurrences of specific text strings.
- Create frequency distributions and histograms.
- Master the basics of the SUM function.
- Use AutoSum to sum values quickly.
- Calculate running totals.
- Sum only the highest or lowest values in a range.
- Eliminate rounding errors in financial calculations.
- Sum every Nth value in a range.
- Create conditional sums with SUMIF and SUMIFS.
- Plenty of tips, tricks, and timesavers.
- Fully cross-referenced, linked, and searchable.
1. Getting Started with Sums & Counts
2. Counting Basics
3. Counting Tricks
4. Frequency Distributions
5. Summing Basics
6. Summing Tricks
- Covers all versions of Excel.
- Understand date and time serial numbers.
- Control how Excel interprets and formats dates and times.
- Resolve problems with two-digit years and negative times.
- Work around Excel's leap-year bug.
- Use the undocumented DATEDIF function.
- Generate series of dates and times.
- Convert imported text and numerical values to dates and times.
- Skip weekends and holidays in business and financial calculations.
- Find specific days of the month for holidays and paydays.
- Round times to the nearest hour, half-hour, minute, or any interval.
- Plenty of tips, tricks, and timesavers.
- Fully cross-referenced, linked, and searchable.
1. Getting Started with Dates & Times
2. Date & Time Basics
3. Date & Time Functions
4. Date Tricks
5. Time Tricks
How to present charts and tables that viewers will grasp immediately: visual information anyone can use!
In an information-overloaded world, you simply must present information effectively. Using charts and tables, you can present categorical and numerical data far more clearly and efficiently. In this Element, we’ll show you exactly how to select and develop easy-to-understand charts and tables for the types of data you’re most likely to work with.
The chapters of the book follow a basic chronological order covering the issues, personalities, and discoveries that are central to the questions and controversies surrounding human evolution. The coverage draws from a wide range of associated topics and examines not only controversies of a religious nature but also those that have little to do with religion, allowing readers to weigh the information, come to their own conclusions, and even begin their own debates.
Updated throughout, the second edition features three new chapters—growth modeling with ordered categorical variables, growth mixture modeling, and pooled interrupted time series LGM approaches. Following a new organization, the book now covers the development of the LGM, followed by chapters on multiple-group issues (analyzing growth in multiple populations, accelerated designs, and multi-level longitudinal approaches), and then special topics such as missing data models, LGM power and Monte Carlo estimation, and latent growth interaction models. The model specifications previously included in the appendices are now available on the CD so the reader can more easily adapt the models to their own research.
This practical guide is ideal for a wide range of social and behavioral researchers interested in the measurement of change over time, including social, developmental, organizational, educational, consumer, personality and clinical psychologists, sociologists, and quantitative methodologists, as well as for a text on latent variable growth curve modeling or as a supplement for a course on multivariate statistics. A prerequisite of graduate level statistics is recommended.
With a scholar's rigor and a local's perspective, Galster uncovers why metropolitan Detroit's cultural, commercial, and built landscape has been so radically transformed. He shows how geography, local government structure, and social forces created a housing development system that produced sprawl at the fringe and abandonment at the core. Galster argues that this system, in tandem with the region's automotive economic base, has chronically frustrated the population's quest for basic physical, social, and psychological resources. These frustrations, in turn, generated numerous adaptations—distrust, scapegoating, identity politics, segregation, unionization, and jurisdictional fragmentation—that collectively leave Detroit in an uncompetitive and unsustainable position.
Partly a self-portrait, in which Detroiters paint their own stories through songs, poems, and oral histories, Driving Detroit offers an intimate, insightful, and perhaps controversial explanation for the stunning contrasts—poverty and plenty, decay and splendor, despair and resilience—that characterize the once mighty city.