today. An essential reference for all teachers, educational leaders, and policymakers at all levels, the book is organized and written in a style that is accessible to all, even those with little or no knowledge of the legal issues in education.

    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.

    Ethical Leadership and Decision Making in Education: Applying Theoretical Perspectives to Complex Dilemmas, Second Edition: *demonstrates the application of different ethical paradigms (the ethics of justice, care, critique, and the profession) through discussion and analysis of real-life moral dilemmas that educational leaders face in their schools and communities;*addresses some of the practical, pedagogical, and curricular issues related to the teaching of ethics for educational leaders;*emphasizes the importance of ethics instruction from a variety of theoretical approaches; and*provides a process that instructors might follow to develop their own ethics unit or course.Part I provides an overview of why ethics is so important, especially for today's educational leaders, and presents a multiparadigm approach essential to practitioners as they grapple with ethical dilemmas. Part II deals with the dilemmas themselves. It includes a brief introduction to how the cases were constructed, an illustration of how the multiparadigm approach may be applied to a real dilemma, and ethical dilemmas written by graduate students that represent the kinds of dilemmas faced by practicing administrators in urban, suburban, and rural settings in an era full of complexities and contradictions. Part III focuses on pedagogy and provides teaching notes for the instructor. The authors discuss the importance of self-reflection on the part of both instructors and students, and model how they thought through their own personal and professional ethical codes as well as reflected upon the critical incidents in their lives that shape their teaching and frequently determine what they privileged in class.New in the Second Edition: *A completely new chapter emphasizing religious differences and presenting the contradictions between religion and culture;*A completely new chapter on testing, juxtaposing the paradox of accountability with responsibility;*Several new dilemmas focusing on higher education, recognizing that many educational leadership training programs include students with this focus; and*Changes throughout to update the text, including a discussion of recent scholarship in the field of ethical leadership.Ethical Leadership and Decision Making in Education: Applying Theoretical Perspectives to Complex Dilemmas, Second Edition is easily adaptable for a variety of uses with a wide range of audiences. It is equally valuable as a text for university courses related to the preparation of educational leaders and as a professional reference for aspiring and practicing administrators, teacher leaders, office personnel, and educational policy makers.

    From students with disabilities, culturally diverse students, and students with limited English proficiency to economically disadvantaged students this text provides teachers with the tools they need in their diverse classrooms. Revised to reflect the most current research, terminology and teaching practices, the strength of this text continues to be its numerous learning activities and sample lessons addressing both elementary and secondary classrooms. This edition continues its very popular multi- chapter unit on curriculum adaptations with specific strategies and activities for teaching reading, writing, and mathematics. With a new chapter on Response to Intervention and Progress Monitoring and full integration of the RTI framework, and the increase emphasis on middle and secondary students, this text continues its reign as an outstanding resource for all general education teachers. 0131381253 / 9780131381254 Teaching Students Who are Exceptional, Diverse, and at Risk in the General Education Classroom (with MyEducationLab) Package consists of 0135140870 / 9780135140871 MyEducationLab -- Access Card 0137151799 / 9780137151790 Teaching Students Who are Exceptional, Diverse, and at Risk in the General Education Classroom

    The contributors are leading authorities who demonstrate proven ways to teach different aspects of writing, with chapters on planning, revision, sentence construction, handwriting, spelling, and motivation. The use of the Internet in instruction is addressed, and exemplary approaches to teaching English-language learners and students with special needs are discussed. The book also offers best-practice guidelines for designing an effective writing program. Focusing on everyday applications of current scientific research, the book features many illustrative case examples and vignettes.

    

    This book will incite controversy, wonderful debate, and dialogue among nurses and others. It is a must-read for every nurse educator and for every nurse that yearns for nursing to acknowledge and reach for the real difference that nursing can make in safety and quality in health care." --Beverly Malone, chief executive officer, National League for Nursing"This book describes specific steps that will enable a new system to improve both nursing formation and patient care. It provides a timely and essential element to health care reform." --David C. Leach, former executive director, Accreditation Council for Graduate Medical Education"The ideas about caregiving developed here make a profoundly philosophical and intellectually innovative contribution to medicine as well as all healing professions, and to anyone concerned with ethics. This groundbreaking work is both paradigm-shifting and delightful to read." --Jodi Halpern, author, From Detached Concern to Empathy: Humanizing Medical Practice"This book is a landmark work in professional education! It is a must-read for all practicing and aspiring nurse educators, administrators, policy makers, and, yes, nursing students." --Christine A. Tanner, senior editor, Journal of Nursing Education"This work has profound implications for nurse executives and frontline managers." --Eloise Balasco Cathcart, coordinator, Graduate Program in Nursing Administration, New York University

    Educators will find information on how to teach students to read based on evidence from a broad base of effective, well-designed research. Topics have been updated and added to better reflect current thinking in the field and address issues that have come to national and international attention for a number of reasons, including the recently released U.S. National Reading Panel report. The editors maintain a balance among theory, research, and effective classroom practice without presenting a formulaic view of good instruction or overly theoretical discussions in which practical applications of research findings are not adequately explored. The 17 chapters focus on research related to early reading instruction, phonemic awareness, comprehension, and many other topics. Each chapter concludes with "Questions for Discussion"; to encourage reflection on the topics discussed. Teacher educators will find this volume to be a valuable tool for preservice teacher preparation as well as graduate level courses. The professional development community, school administrators, and policymakers will also find it to be an indispensable resource as they seek to implement programs consistent with rapidly emerging legislative and policy mandates.

      Statistics are everywhere, as integral to science as they are to business, and in the popular media hundreds of times a day. In this age of big data, a basic grasp of statistical literacy is more important than ever if we want to separate the fact from the fiction, the ostentatious embellishments from the raw evidence -- and even more so if we hope to participate in the future, rather than being simple bystanders. In The Art of Statistics, world-renowned statistician David Spiegelhalter shows readers how to derive knowledge from raw data by focusing on the concepts and connections behind the math. Drawing on real world examples to introduce complex issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether a notorious serial killer could have been caught earlier, and if screening for ovarian cancer is beneficial. The Art of Statistics not only shows us how mathematicians have used statistical science to solve these problems -- it teaches us how we too can think like statisticians. We learn how to clarify our questions, assumptions, and expectations when approaching a problem, and -- perhaps even more importantly -- we learn how to responsibly interpret the answers we receive. Combining the incomparable insight of an expert with the playful enthusiasm of an aficionado, The Art of Statistics is the definitive guide to stats that every modern person needs.

    It shows you how to deal with the parent who is bossy, volatile, argumentative, aggressive, or maybe the worst - apathetic. It provides specific phrases to use with parents to help you avoid using "trigger" words which unintentionally make matters worse. It will show you how to deliver bad news to good parents, how to build positive credibility to all types of parents, and how to foster the kind of parent involvement which leads to student success.

    We are bombarded with more information each day than our brains can process—especially in election season. It's raining bad data, half-truths, and even outright lies. New York Times bestselling author Daniel J. Levitin shows how to recognize misleading announcements, statistics, graphs, and written reports revealing the ways lying weasels can use them. It's becoming harder to separate the wheat from the digital chaff. How do we distinguish misinformation, pseudo-facts, distortions, and outright lies from reliable information? Levitin groups his field guide into two categories—statistical infomation and faulty arguments—ultimately showing how science is the bedrock of critical thinking. Infoliteracy means understanding that there are hierarchies of source quality and bias that variously distort our information feeds via every media channel, including social media. We may expect newspapers, bloggers, the government, and Wikipedia to be factually and logically correct, but they so often aren't. We need to think critically about the words and numbers we encounter if we want to be successful at work, at play, and in making the most of our lives. This means checking the plausibility and reasoning—not passively accepting information, repeating it, and making decisions based on it. Readers learn to avoid the extremes of passive gullibility and cynical rejection. Levitin's charming, entertaining, accessible guide can help anyone wake up to a whole lot of things that aren't so. And catch some lying weasels in their tracks!

    Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality -- the study of cause and effect -- on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.

    This practical book shows you how true data-drivenness involves processes that require genuine buy-in across your company, from analysts and management to the C-Suite and the board.Through interviews and examples from data scientists and analytics leaders in a variety of industries, author Carl Anderson explains the analytics value chain you need to adopt when building predictive business models—from data collection and analysis to the insights and leadership that drive concrete actions. You’ll learn what works and what doesn’t, and why creating a data-driven culture throughout your organization is essential. Start from the bottom up: learn how to collect the right data the right way Hire analysts with the right skills, and organize them into teams Examine statistical and visualization tools, and fact-based story-telling methods Collect and analyze data while respecting privacy and ethics Understand how analysts and their managers can help spur a data-driven culture Learn the importance of data leadership and C-level positions such as chief data officer and chief analytics officer

    Essentially, you make an initial guess, and then get more data to improve it. Bayes Theorem, or Bayes Rule, has a ton of real world applications, from estimating your risk of a heart attack to making recommendations on Netflix But It Isn't That Complicated This book is a short introduction to Bayes Theorem. It is only 15 pages long, and is intended to show you how Bayes Theorem works as quickly as possible. The examples are intentionally kept simple to focus solely on Bayes Theorem without requiring that the reader know complicated probability distributions. If you want to learn the basics of Bayes Theorem as quickly as possible, with some easy to duplicate examples, this is a good book for you.

    It is a guided tour, as one examines the tools of expert teachers as they engage students in a journey that is aptly dubbed Reading Apprenticeship?learning how to become a savvy, strategic reader under the tutelage of thoughtful, caring, and demanding teachers.? P. David Pearson, University of California, Berkeley, and founding editor of the Handbook of Reading Research.Reading for Understanding is a monumental achievement. It was a monumental achievement when it came out as a first edition in 1999, bringing years of rigorous reading research together in a framework for teaching that made sense in actual secondary school classrooms. Now, just thirteen years later, Schoenbach and Greenleaf have several randomized clinical trials and multiple on-going studies at their fingertips to demonstrate the effects of this approach for developing the reading and thinking of young people in our nation's middle and high school classrooms, as well as in community college classrooms. Their careful work on developing disciplinary literacy among all students represents a passion for and commitment to supporting students?and their teachers?in reading for understanding, which translates to reading for enjoyment, self-awareness, learning, and for purposeful and informed action in our society. ?Elizabeth Moje, Arthur F. Thurnau Professor and Associate Dean for Research, School of Education, University of MichiganReading Apprenticeship has proven to be an inspiration to Renton Technical College faculty and students alike. They have learned together to view themselves as readers in transformative ways, as they embrace powerful techniques to increase reading comprehension. The ideas and strategies in Reading for Understanding anchor this new and broad-based energy around reading and an enthusiasm among our faculty to model effective reading strategies for our students. ?Steve Hanson, President, Renton Technical College, Renton, Washington Reading for Understanding has the finest blend I have seen of research, strategies, and classroom vignettes to deepen teacher learning and help them connect the dots between theory and practice. ?Curtis Refior, Content Area Literacy Coach, Fowlerville Community Schools, Fowlerville, Michigan A teacher-tested, research-based resource for dramatically improving reading skillsPublished in partnership with WestEd, this significantly updated second edition of the bestselling book contains strategies for helping students in middle school through community college gain the reading independence to master subject area textbooks and other material.Based on the Reading Apprenticeship program, which three rigorous gold standard research studies have shown to be effective in raising students' reading achievement Presents a clear framework for improving the reading and subject area learning of all students, including English learners, students with special needs, as well as those in honors and AP courses Provides concrete tools for classroom use and examples from a range of classrooms Presents a clear how-to for teachers implementing the subject area literacies of the Common Core Standards Reading for Understanding proves it's never too late for teachers and students to work together to boost literacy, engagement, and achievement.