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The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.
Strengthen programs of family and community engagement to promote equity and increase student success! When schools, families, and communities collaborate and share responsibility for students′ education, more students succeed in school. Based on 30 years of research and fieldwork, the fourth edition of the bestseller School, Family, and Community Partnerships: Your Handbook for Action, presents tools and guidelines to help develop more effective and more equitable programs of family and community engagement. Written by a team of well-known experts, it provides a theory and framework of six types of involvement for action; up-to-date research on school, family, and community collaboration; and new materials for professional development and on-going technical assistance. Readers also will find: Examples of best practices on the six types of involvement from preschools, and elementary, middle, and high schools Checklists, templates, and evaluations to plan goal-linked partnership programs and assess progress CD-ROM with slides and notes for two presentations: A new awareness session to orient colleagues on the major components of a research-based partnership program, and a full One-Day Team Training Workshop to prepare school teams to develop their partnership programs. As a foundational text, this handbook demonstrates a proven approach to implement and sustain inclusive, goal-linked programs of partnership. It shows how a good partnership program is an essential component of good school organization and school improvement for student success. This book will help every district and all schools strengthen and continually improve their programs of family and community engagement.
Guideline 12: If the Results of Previous Studies Are Inconsistent or Widely Varying, Cite Them Separately
Once upon a time...children's nonfiction books were stodgy, concise, and not very kid friendly. Most were text heavy, with just a few scattered images decorating the content and meaning, rather than enhancing it. Over the last 20 years, children's nonfiction has evolved into a new breed of visually dynamic and engaging texts.In 5 Kinds of Nonfiction: Enriching Reading and Writing Instruction with Children's Books , Melissa Stewart and Dr. Marlene Correia present a new way to sort nonfiction into five major categories and show how doing so can help teachers and librarians build stronger readers and writers. Along the way, they: Introduce the 5 kinds of nonfiction: Active, Browseable, Traditional, Expository Literature, and Narrative -;and explore each category through discussions, classroom examples, and insights from leading children's book authorsOffer tips for building strong, diverse classroom texts and library collectionsProvide more than 20 activities to enhance literacy instructionInclude innovative strategies for sharing and celebrating nonfiction with students.With more than 150 exemplary nonfiction book recommendations and Stewart and Correia's extensive knowledge of literacy instruction, 5 Kinds of Nonfiction will elevate your understanding of nonfiction in ways that speak specifically to the info-kids in your classrooms, but will inspire all readers and writers.
Scores of talented and dedicated people serve the forensic science community, performing vitally important work. However, they are often constrained by lack of adequate resources, sound policies, and national support. It is clear that change and advancements, both systematic and scientific, are needed in a number of forensic science disciplines to ensure the reliability of work, establish enforceable standards, and promote best practices with consistent application. Strengthening Forensic Science in the United States: A Path Forward provides a detailed plan for addressing these needs and suggests the creation of a new government entity, the National Institute of Forensic Science, to establish and enforce standards within the forensic science community. The benefits of improving and regulating the forensic science disciplines are clear: assisting law enforcement officials, enhancing homeland security, and reducing the risk of wrongful conviction and exoneration. Strengthening Forensic Science in the United States gives a full account of what is needed to advance the forensic science disciplines, including upgrading of systems and organizational structures, better training, widespread adoption of uniform and enforceable best practices, and mandatory certification and accreditation programs. While this book provides an essential call-to-action for congress and policy makers, it also serves as a vital tool for law enforcement agencies, criminal prosecutors and attorneys, and forensic science educators.
Volumes in Writing Spaces: Readings on Writing offer multiple perspectives on a wide-range of topics about writing, much like the model made famous by Wendy Bishop’s “The Subject Is . . .” series. In each chapter, authors present their unique views, insights, and strategies for writing by addressing the undergraduate reader directly. Drawing on their own experiences, these teachers-as-writers invite students to join in the larger conversation about developing nearly every aspect of craft of writing. Consequently, each essay functions as a standalone text that can easily complement other selected readings in writing or writing-intensive courses across the disciplines at any level. Topics in Volume 1 of the series include academic writing, how to interpret writing assignments, motives for writing, rhetorical analysis, revision, invention, writing centers, argumentation, narrative, reflective writing, Wikipedia, patchwriting, collaboration, and genres.
Empowering striving writers to thrive as writers! Somehow, in every classroom during every year, there are students who keep us up at night because of the instructional challenges they face as writers. These students—our striving writers—may find success exploring different entry points and pathways than those their classmates travel. Every Child Can Write will help you lead striving writers along their journey toward growth, confidence, and success. Filled with practical strategies, classroom-management ideas,and reproducible tools, this book also offers low- and high-tech solutions for increasing writing volume and boosting self-esteem. Plus, with suggestions for differentiating instruction based on standards and student needs, it will help you: Implement principles of UDL to optimize your classroom environment and student learning; Identify and honor students’ strengths throughout your writing instruction; Maximize the power of formative assessment to set goals with students; and Integrate the most appropriate technology that empowers students and leads them to independence. As essential as writing is in elementary school, it will be even more important when your students reach middle school. Now is the time to give them the skills, practice, and confidence they need to succeed. As we know, in distance learning caregivers and teachers partner more than ever to help students with writing. The Distance Learning companion to Every Child Can Write is for teachers to share with caregivers to help children develop their writing lives—even while learning at home. Each of the eight modules contains video clips that talk caregivers through tools for supporting their student writers, along with downloadable tools that can be used by teachers or caregivers.
Provides teachers with a method to help students develop into passionate, life-long readers.