Statistical Testing Strategies in the Health Sciences provides a compendium of statistical approaches for decision making, ranging from graphical methods and classical procedures through computationally intensive bootstrap strategies to advanced empirical likelihood techniques. It bridges the gap between theoretical statistical methods and practical procedures applied to the planning and analysis of health-related experiments. The book is organized primarily based on the type of questions to be answered by inference procedures or according to the general type of mathematical derivation. It establishes the theoretical framework for each method, with a substantial amount of chapter notes included for additional reference. It then focuses on the practical application for each concept, providing real-world examples that can be easily implemented using corresponding statistical software code in R and SAS. The book also explains the basic elements and methods for constructing correct and powerful statistical decision-making processes to be adapted for complex statistical applications. With techniques spanning robust statistical methods to more computationally intensive approaches, this book shows how to apply correct and efficient testing mechanisms to various problems encountered in medical and epidemiological studies, including clinical trials. Theoretical statisticians, medical researchers, and other practitioners in epidemiology and clinical research will appreciate the book’s novel theoretical and applied results. The book is also suitable for graduate students in biostatistics, epidemiology, health-related sciences, and areas pertaining to formal decision-making mechanisms.

The untold story of the root cause of America's education crisis--and the seemingly endless cycle of multigenerational poverty. It was only after years within the education reform movement that Natalie Wexler stumbled across a hidden explanation for our country's frustrating lack of progress when it comes to providing every child with a quality education. The problem wasn't one of the usual scapegoats: lazy teachers, shoddy facilities, lack of accountability. It was something no one was talking about: the elementary school curriculum's intense focus on decontextualized reading comprehension "skills" at the expense of actual knowledge. In the tradition of Dale Russakoff's The Prize and Dana Goldstein's The Teacher Wars, Wexler brings together history, research, and compelling characters to pull back the curtain on this fundamental flaw in our education system--one that fellow reformers, journalists, and policymakers have long overlooked, and of which the general public, including many parents, remains unaware. But The Knowledge Gap isn't just a story of what schools have gotten so wrong--it also follows innovative educators who are in the process of shedding their deeply ingrained habits, and describes the rewards that have come along: students who are not only excited to learn but are also acquiring the knowledge and vocabulary that will enable them to succeed. If we truly want to fix our education system and unlock the potential of our neediest children, we have no choice but to pay attention.

"A rare opportunity for the new generation of educators to learn alongside a well-known and experienced educator to integrate all learning styles into assessments. Principals should consider this for faculty book studies. The presented techniques will, no doubt, raise standardized test scores while teachers continue to present real curriculum."-Janette Bowen, Sixth-Grade TeacherJunction City Middle School, KSGive all students an equal chance to perform well on your classroom tests and assessments!In today's diverse classrooms, students of different socioeconomic, linguistic, and cultural backgrounds and ability levels share a common learning environment. To meet each student's unique strengths and needs, educators need flexible testing and assessment strategies that fulfill the requirements for standardized assessment and accountability in ways that don't put students at a disadvantage because of their differences.Classroom Testing and Assessment for ALL Students helps both general and special education teachers meet and move beyond the challenges of NCLB and IDEA by using teacher-made tests, appropriate testing accommodations, technology-based testing, and classroom-based assessments that support the teaching and learning process so all students have the opportunity to succeed. The book offers ways for teachers to better differentiate their testing and assessment strategies through: Classroom and school-based examples in each chapterBulleted information outlining hands-on, research-based strategies for teacher implementationForms, reproducibles, stories, vignettes, reflection questions, and checklists that guide educators in applying and tailoring the strategies to their classrooms and studentsTips on using technology to help all students perform better Teachers know their students best. This resource allows teachers to design tests and assessments to accommodate the various strengths and needs of all learners in their classroom.