A practical how-to guide on all the steps involved with survey implementation, this volume covers survey management, questionnaire design, sampling, respondent's psychology and survey participation, and data management. A comprehensive and practical reference for those who both use and produce survey data.
Learn methods of data analysis and their application to real-world data sets This updated second edition serves as an introduction to data mining methods and models, including association rules, clustering, neural networks, logistic regression, and multivariate analysis. The authors apply a unified “white box” approach to data mining methods and models. This approach is designed to walk readers through the operations and nuances of the various methods, using small data sets, so readers can gain an insight into the inner workings of the method under review. Chapters provide readers with hands-on analysis problems, representing an opportunity for readers to apply their newly-acquired data mining expertise to solving real problems using large, real-world data sets. Data Mining and Predictive Analytics: Offers comprehensive coverage of association rules, clustering, neural networks, logistic regression, multivariate analysis, and R statistical programming language Features over 750 chapter exercises, allowing readers to assess their understanding of the new material Provides a detailed case study that brings together the lessons learned in the book Includes access to the companion website, www.dataminingconsultant, with exclusive password-protected instructor content Data Mining and Predictive Analytics will appeal to computer science and statistic students, as well as students in MBA programs, and chief executives.
#1 NEW YORK TIMES BESTSELLER • “The Uninhabitable Earth hits you like a comet, with an overflow of insanely lyrical prose about our pending Armageddon.”—Andrew Solomon, author of The Noonday Demon NAMED ONE OF THE BEST BOOKS OF THE YEAR BY The New Yorker • The New York Times Book Review • Time • NPR • The Economist • The Paris Review • Toronto Star • GQ • The Times Literary Supplement • The New York Public Library • Kirkus Reviews It is worse, much worse, than you think. If your anxiety about global warming is dominated by fears of sea-level rise, you are barely scratching the surface of what terrors are possible—food shortages, refugee emergencies, climate wars and economic devastation. An “epoch-defining book” (The Guardian) and “this generation’s Silent Spring” (The Washington Post), The Uninhabitable Earth is both a travelogue of the near future and a meditation on how that future will look to those living through it—the ways that warming promises to transform global politics, the meaning of technology and nature in the modern world, the sustainability of capitalism and the trajectory of human progress. The Uninhabitable Earth is also an impassioned call to action. For just as the world was brought to the brink of catastrophe within the span of a lifetime, the responsibility to avoid it now belongs to a single generation—today’s. LONGLISTED FOR THE PEN/E.O. WILSON LITERARY SCIENCE WRITING AWARD “The Uninhabitable Earth is the most terrifying book I have ever read. Its subject is climate change, and its method is scientific, but its mode is Old Testament. The book is a meticulously documented, white-knuckled tour through the cascading catastrophes that will soon engulf our warming planet.”—Farhad Manjoo, The New York Times “Riveting. . . . Some readers will find Mr. Wallace-Wells’s outline of possible futures alarmist. He is indeed alarmed. You should be, too.”—The Economist “Potent and evocative. . . . Wallace-Wells has resolved to offer something other than the standard narrative of climate change. . . . He avoids the ‘eerily banal language of climatology’ in favor of lush, rolling prose.”—Jennifer Szalai, The New York Times “The book has potential to be this generation’s Silent Spring.”—The Washington Post “The Uninhabitable Earth, which has become a best seller, taps into the underlying emotion of the day: fear. . . . I encourage people to read this book.”—Alan Weisman, The New York Review of Books
The #1 New York Times Bestseller! With over 500 vibrant, full-color photos, Humans of New York: Stories is an insightful and inspiring collection of portraits of the lives of New Yorkers. Humans of New York: Stories is the culmination of five years of innovative storytelling on the streets of New York City. During this time, photographer Brandon Stanton stopped, photographed, and interviewed more than ten thousand strangers, eventually sharing their stories on his blog, Humans of New York. In Humans of New York: Stories, the interviews accompanying the photographs go deeper, exhibiting the intimate storytelling that the blog has become famous for today. Ranging from whimsical to heartbreaking, these stories have attracted a global following of more than 30 million people across several social media platforms.
This book presents guidelines for implementing school-based management practices. Chapter 1 describes the growing interest in and rationale for school-based management (SBM). The second chapter discusses essential characteristics of good schools, and the third chapter describes 13 elements necessary for effective SBM. Pros and cons of SBM are discussed in chapter 4. Chapters 5 and 6 examine necessary organizational elements and participants' roles and responsibilities. Chapter 7 offers suggestions for initiating the process, and chapter 8 offers guidelines for developing the school-site committee and identifying its role. The ninth chapter discusses how to develop the school plan and the school budget. Chapter 10 deals with two main questions: (1) How much of the school system budget will be set aside for the schools? and (2) How will funds be allocated to the schools? Several sample budgets are included. Guidelines for beginning a pilot SBM program are provided in the 11th chapter. Ways in which the effects of SBM on student learning and employees can be evaluated are described in chapter 12. Chapter 13 lists common mistakes to avoid. The final chapter contains a list of dos and don'ts. The appendix contains a sample survey for determining the extent to which SBM is practiced in a school system. (Contains 95 references.) (LMI).
Cities across the globe are looking to develop affordable, environmentally friendly, and socially responsible transportation solutions that can meet the accessibility needs of expanding metropolitan populations and support future economic and urban development. When appropriately planned and properly implemented as part of a larger public transportation network, urban rail systems can provide rapid mobility and vital access to city centers from surrounding districts. High-performing urban rail services, when carefully approached as development projects, can help enhance quality of life by giving citizens access to employment opportunities, essential services, urban amenities, and neighboring communities. The purpose of this Handbook is to synthesize and disseminate knowledge to inform the planning, implementation, and operations of urban rail projects with a view towards: -- Emphasizing the need for early studies and project planning; -- Making projects more sustainable (economically, socially, and environmentally); -- Improving socioeconomic returns and access to opportunities for users; -- Maximizing the value of private participation, where appropriate; and -- Building capacity within project implementing and managing institutions This Handbook provides experiential advice to tackle the technical, institutional, and financial challenges faced by decision makers considering urban rail projects. It brings together the expertise of World Bank staff and the input of numerous specialists to synthesize international 'good practices' and recommendations that are independent of commercial, financial political, or other interests. The material presented is intended as an honest-broker guide to maximize the impact and manage the challenges of urban rail systems in cities in both developed and developing countries. Rather than identify a single approach, this Handbook acknowledges the complexities and context necessary when approaching an urban rail development by helping to prepare decision makers to ask the right questions, consider the key issues, perform the necessary studies, apply adequate tools, and learn from international good practice all at the right time in the project development process.
The science of complexity has revolutionized our understanding of everything from the brain to the economy to the weather. This book shows how it can change the way we approach our most persistent social problems. It introduces key concepts like emergence, self-organization and networks, and uses them to propose novel solutions to problems that affect us all. Suitable for anyone struggling to cope with complex challenges. Written by Yaneer Bar-Yam the leading expert in the use of complexity science in solving real world problems in healthcare, education, military, engineering, ethnic violence and terrorism.