Book picks similar to
Field Experiments: Design, Analysis, and Interpretation by Alan Gerber
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statistics
data-science
economics
The Internet Is Not the Answer
Andrew Keen - 2015
There are many positive ways in which the Internet has contributed to the world, but as a society we are less aware of the Internet’s deeply negative effects on our psychology, economy, and culture. In The Internet Is Not the Answer, Andrew Keen, a twenty-year veteran of the tech industry, traces the technological and economic history of the internet from its founding in the 1960s through the rise of the big data companies to the increasing attempts to monetize almost every human activity, and investigates how the internet is reconfiguring our world—often at great cost. In this sharp, witty narrative, informed by the work of other writers, academics, and reporters, as well as his own wide-ranging research and interviews, Keen shows us the tech world, warts and all, and investigates what we can do to make sure the choices we make about the reconfiguring of our society do not lead to unpleasant unforeseen aftershocks.
The Accidental Creative: How to Be Brilliant at a Moment's Notice
Todd Henry - 2011
It isn't enough to just do your job anymore. In order to thrive in today's marketplace, all of us-even the accountants-have to be ready to generate brilliant ideas on demand. Business creativity expert Todd Henry explains how to establish effective practices that unleash your creative potential. Born out of his consultancy and his popular podcast, Henry has created a practical method for discovering your personal creative rhythm. He focuses on five key elements: *Focus: Begin with your end goal in mind. *Relationships: Build stimulating relationships and ideas will follow. *Energy: Manage it as your most valuable resource. *Stimuli: Structure the right "inputs" to maximize creative output. *Hours: Focus on effectiveness, not efficiency. This is a guide for staying inspired and experiencing greater creative productivity than you ever imagined possible.
Applied Predictive Modeling
Max Kuhn - 2013
Non- mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased against complex equations, a mathematical background is needed for advanced topics. Dr. Kuhn is a Director of Non-Clinical Statistics at Pfizer Global R&D in Groton Connecticut. He has been applying predictive models in the pharmaceutical and diagnostic industries for over 15 years and is the author of a number of R packages. Dr. Johnson has more than a decade of statistical consulting and predictive modeling experience in pharmaceutical research and development. He is a co-founder of Arbor Analytics, a firm specializing in predictive modeling and is a former Director of Statistics at Pfizer Global R&D. His scholarly work centers on the application and development of statistical methodology and learning algorithms. Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning. The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. Addressing practical concerns extends beyond model fitting to topics such as handling class imbalance, selecting predictors, and pinpointing causes of poor model performance-all of which are problems that occur frequently in practice. The text illustrates all parts of the modeling process through many hands-on, real-life examples. And every chapter contains extensive R code f
Making Ideas Happen: Overcoming the Obstacles Between Vision and Reality
Scott Belsky - 2010
Ideas for new businesses, solutions to the world's problems, and artistic breakthroughs are common, but great execution is rare. According to Scott Belsky, the capacity to make ideas happen can be developed by anyone willing to develop their organizational habits and leadership capability. That's why he founded Behance, a company that helps creative people and teams across industries develop these skills. Belsky has spent six years studying the habits of creative people and teams that are especially productive-the ones who make their ideas happen time and time again. After interviewing hundreds of successful creatives, he has compiled their most powerful-and often counterintuitive-practices, such as: •Generate ideas in moderation and kill ideas liberally •Prioritize through nagging •Encourage fighting within your team While many of us obsess about discovering great new ideas, Belsky shows why it's better to develop the capacity to make ideas happen-a capacity that endures over time.
The Averaged American: Surveys, Citizens, and the Making of a Mass Public
Sarah E. Igo - 2007
Through statistics like these, we feel that we understand our fellow citizens. But remarkably, such data now woven into our social fabric became common currency only in the last century. Sarah Igo tells the story, for the first time, of how opinion polls, man-in-the-street interviews, sex surveys, community studies, and consumer research transformed the United States public.Igo argues that modern surveys, from the Middletown studies to the Gallup Poll and the Kinsey Reports, projected new visions of the nation: authoritative accounts of majorities and minorities, the mainstream and the marginal. They also infiltrated the lives of those who opened their doors to pollsters, or measured their habits and beliefs against statistics culled from strangers. Survey data underwrote categories as abstract as the average American and as intimate as the sexual self.With a bold and sophisticated analysis, Igo demonstrates the power of scientific surveys to shape Americans sense of themselves as individuals, members of communities, and citizens of a nation. Tracing how ordinary people argued about and adapted to a public awash in aggregate data, she reveals how survey techniques and findings became the vocabulary of mass society and essential to understanding who we, as modern Americans, think we are.
Getting to Yes: Negotiating Agreement Without Giving In
Roger Fisher - 1981
One of the primary business texts of the modern era, it is based on the work of the Harvard Negotiation Project, a group that deals with all levels of negotiation and conflict resolution. Getting to Yes offers a proven, step-by-step strategy for coming to mutually acceptable agreements in every sort of conflict. Thoroughly updated and revised, it offers readers a straight- forward, universally applicable method for negotiating personal and professional disputes without getting angry-or getting taken.This is by far the best thing I`ve ever read about negotiation. It is equally relevant for the individual who would like to keep his friends, property, and income and the statesman who would like to keep the peace." --John Kenneth Galbraith"
How to Change the World: Social Entrepreneurs and the Power of New Ideas
David Bornstein - 2004
They are, writes David Bornstein, the driven, creative individuals who question the status quo, exploit new opportunities, refuse to give up--and remake the world for the better. How to Change the World tells the fascinating stories of these remarkable individuals--many in the United States, others in countries from Brazil to Hungary--providing an In Search of Excellence for the nonprofit sector. In America, one man, J.B. Schramm, has helped thousands of low-income highschool students get into college. In South Africa, one woman, Veronica Khosa, developed a home-based care model for AIDS patients that changed government health policy. In Brazil, Fabio Rosa helped bring electricity to hundreds of thousands of remote rural residents. Another American, James Grant, is credited with saving 25 million lives by leading and 'marketing' a global campaign for immunization. Yet another, Bill Drayton, created a pioneering foundation, Ashoka, that has funded and supported these social entrepreneurs and over a thousand like them, leveraging the power of their ideasacross the globe. These extraordinary stories highlight a massive transformation that is going largely unreported by the media: Around the world, the fastest-growing segment of society is the nonprofit sector, as millions of ordinary people--social entrepreneurs--are increasingly stepping in to solve theproblems where governments and bureaucracies have failed. How to Change the World shows, as its title suggests, that with determination and innovation, even a single person can make a surprising difference. For anyone seeking to make a positive mark on the world, this will be both an inspiring readand an invaluable handbook
Strengths Based Leadership: Great Leaders, Teams, and Why People Follow: A Landmark Study of Great Leaders, Teams, and the Reasons Why We Follow
Tom Rath - 2007
In recent years, while continuing to learn more about strengths, Gallup scientists have also been ex....
Understanding Psychology as a Science: An Introduction to Scientific and Statistical Inference
Zoltan Dienes - 2008
The book encourages a critical discussion of the different approaches and looks at some of the most important thinkers and their influence.
The Case Against Education: Why the Education System Is a Waste of Time and Money
Bryan Caplan - 2018
In this explosive book, Bryan Caplan argues that the primary function of education is not to enhance students' skill but to certify their intelligence, work ethic, and conformity—in other words, to signal the qualities of a good employee. Learn why students hunt for easy As and casually forget most of what they learn after the final exam, why decades of growing access to education have not resulted in better jobs for the average worker but instead in runaway credential inflation, how employers reward workers for costly schooling they rarely if ever use, and why cutting education spending is the best remedy.Caplan draws on the latest social science to show how the labor market values grades over knowledge, and why the more education your rivals have, the more you need to impress employers. He explains why graduation is our society's top conformity signal, and why even the most useless degrees can certify employability. He advocates two major policy responses. The first is educational austerity. Government needs to sharply cut education funding to curb this wasteful rat race. The second is more vocational education, because practical skills are more socially valuable than teaching students how to outshine their peers.Romantic notions about education being "good for the soul" must yield to careful research and common sense — The Case against Education points the way.
No Rules Rules: Netflix and the Culture of Reinvention
Reed Hastings - 2020
It has led nothing short of a revolution in the entertainment industries, generating billions of dollars in annual revenue while capturing the imaginations of hundreds of millions of people in over 190 countries. But to reach these great heights, Netflix, which launched in 1998 as an online DVD rental service, has had to reinvent itself over and over again. This type of unprecedented flexibility would have been impossible without the counterintuitive and radical management principles that cofounder Reed Hastings established from the very beginning. Hastings rejected the conventional wisdom under which other companies operate and defied tradition to instead build a culture focused on freedom and responsibility, one that has allowed Netflix to adapt and innovate as the needs of its members and the world have simultaneously transformed.Hastings set new standards, valuing people over process, emphasizing innovation over efficiency, and giving employees context, not controls. At Netflix, there are no vacation or expense policies. At Netflix, adequate performance gets a generous severance, and hard work is irrel-evant. At Netflix, you don't try to please your boss, you give candid feedback instead. At Netflix, employees don't need approval, and the company pays top of market. When Hastings and his team first devised these unorthodox principles, the implications were unknown and untested. But in just a short period, their methods led to unparalleled speed and boldness, as Netflix quickly became one of the most loved brands in the world.Here for the first time, Hastings and Erin Meyer, bestselling author of The Culture Map and one of the world's most influential business thinkers, dive deep into the controversial ideologies at the heart of the Netflix psyche, which have generated results that are the envy of the business world. Drawing on hundreds of interviews with current and past Netflix employees from around the globe and never-before-told stories of trial and error from Hastings's own career, No Rules Rules is the fascinating and untold account of the philosophy behind one of the world's most innovative, imaginative, and successful companies.
Trustworthy Online Controlled Experiments: A Practical Guide to A/B Testing
Ron Kohavi - 2020
This practical guide by experimentation leaders at Google, LinkedIn, and Microsoft will teach you how to accelerate innovation using trustworthy online controlled experiments, or A/B tests. Based on practical experiences at companies that each run more than 20,000 controlled experiments a year, the authors share examples, pitfalls, and advice for students and industry professionals getting started with experiments, plus deeper dives into advanced topics for practitioners who want to improve the way they make data-driven decisions. Learn how to - Use the scientific method to evaluate hypotheses using controlled experiments - Define key metrics and ideally an Overall Evaluation Criterion - Test for trustworthiness of the results and alert experimenters to violated assumptions - Build a scalable platform that lowers the marginal cost of experiments close to zero - Avoid pitfalls like carryover effects and Twyman's law - Understand how statistical issues play out in practice.
From Counterculture to Cyberculture: Stewart Brand, the Whole Earth Network, and the Rise of Digital Utopianism
Fred Turner - 2006
Bleak tools of the cold war, they embodied the rigid organization and mechanical conformity that made the military-industrial complex possible. But by the 1990s—and the dawn of the Internet—computers started to represent a very different kind of world: a collaborative and digital utopia modeled on the communal ideals of the hippies who so vehemently rebelled against the cold war establishment in the first place. From Counterculture to Cyberculture is the first book to explore this extraordinary and ironic transformation. Fred Turner here traces the previously untold story of a highly influential group of San Francisco Bay–area entrepreneurs: Stewart Brand and the Whole Earth network. Between 1968 and 1998, via such familiar venues as the National Book Award–winning Whole Earth Catalog, the computer conferencing system known as WELL, and, ultimately, the launch of the wildly successful Wired magazine, Brand and his colleagues brokered a long-running collaboration between San Francisco flower power and the emerging technological hub of Silicon Valley. Thanks to their vision, counterculturalists and technologists alike joined together to reimagine computers as tools for personal liberation, the building of virtual and decidedly alternative communities, and the exploration of bold new social frontiers. Shedding new light on how our networked culture came to be, this fascinating book reminds us that the distance between the Grateful Dead and Google, between Ken Kesey and the computer itself, is not as great as we might think.
Code Complete
Steve McConnell - 1993
Now this classic book has been fully updated and revised with leading-edge practices--and hundreds of new code samples--illustrating the art and science of software construction. Capturing the body of knowledge available from research, academia, and everyday commercial practice, McConnell synthesizes the most effective techniques and must-know principles into clear, pragmatic guidance. No matter what your experience level, development environment, or project size, this book will inform and stimulate your thinking--and help you build the highest quality code. Discover the timeless techniques and strategies that help you: Design for minimum complexity and maximum creativity Reap the benefits of collaborative development Apply defensive programming techniques to reduce and flush out errors Exploit opportunities to refactor--or evolve--code, and do it safely Use construction practices that are right-weight for your project Debug problems quickly and effectively Resolve critical construction issues early and correctly Build quality into the beginning, middle, and end of your project
The Courage to Teach: Exploring the Inner Landscape of a Teacher's Life
Parker J. Palmer - 1997
It is for teachers who refuse to harden their hearts, because they love learners, learning, and the teaching life." - Parker J. Palmer [from the Introduction] Teachers choose their vocation for reasons of the heart, because they care deeply about their students and about their subject. But the demands of teaching cause too many educators to lose heart. Is it possible to take heart in teaching once more so that we can continue to do what good teachers always do -- give heart to our students?In The Courage to Teach, Parker Palmer takes teachers on an inner journey toward reconnecting with their vocation and their students -- and recovering their passion for one of the most difficult and important of human endeavors.