With it has come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting—the first comprehensive treatment of this topic in any book. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie wrote much of the statistical modeling software in S-PLUS and invented principal curves and surfaces. Tibshirani proposed the Lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, and projection pursuit.

    Under the direction of Stephen Greenblatt, General Editor, the editors have reconsidered all aspects of the anthology to make it an even better teaching tool.

    Get the most recent updates on MLA citation in a convenient, 40-page resource based on The MLA Handbook, 8th Edition, with plenty of models. Browse our catalog or contact your representative for a full listing of updated titles and packages, or to request a custom ISBN.The unique collaborative effort of a professor of English and a professor of philosophy, Current Issues and Enduring Questions is an extensive resource for teaching argument, persuasive writing, and rigorous critical thinking. This extraordinarily versatile text and reader continues to address current student interests and trends in argument, research, and writing.Its comprehensive coverage of classic and contemporary approaches to argument includes Aristotelian, Toulmin, and a range of alternative views, including a new chapter on analyzing and writing about arguments in popular culture. Readings on contemporary controversies (including student loan debt, locavorism, and the boundaries of online privacy) and classical philosophical questions (such as How free is the will of the individual?) are sure to spark student interest and lively discussion and writing, and new e-Pages take advantage of what the Web can do by including videos, speeches, film trailers, and other multimodal arguments.

    IN CULTURAL ANTHROPOLOGY, HAVILAND CHALLENGES AND SUPPORTS STUDENTS WITH A THOUGHTFUL LOOK AT THE DIVERSITY OF THE HUMAN CONDITION; AN EXAMINATION INTO THE FIELD OF CULTURAL ANTHROPOLOGY, ITS FINDINGS, AND ITS RELEVANCE; AND THE CONTINUING ROLE OF CULTURAL SURVIVAL ISSUES.

    With a clever mix of popular culture, everyday life, and extensive student activities, The Real World fully realizes sociology's unique ability to stimulate students intellectually as well as resonate with them personally.

    The text is published in full color and contains striking sailing photography from well-known photographer Billy Black, and world-class illustrations from award-winning illustrator Peter Bull. One of the text's most distinguishing features is its user friendly "spreads" in which instructional topics are self-contained on opposing pages throughout the book. This easy to read learning tool follows the critically acclaimed Sailing Made Easy, which Sailing Magazine called "best in class" upon its release in 2010. Sailing Made Easy is the #1 resource in basic sailing education, and Coastal Cruising Made Easy is poised to become the industry standard in intermediate sailing education.

    Aimed at undergraduate students in mathematics, physics, and engineering, the book's intuitive explanations, lack ofadvanced prerequisites, and consciously user-friendly prose style will help students to master the subject more readily than was previously possible. The key to this is the book's use of new geometric arguments in place of the standard calculational ones. These geometric arguments are communicatedwith the aid of hundreds of diagrams of a standard seldom encountered in mathematical works. A new approach to a classical topic, this work will be of interest to students in mathematics, physics, and engineering, as well as to professionals in these fields.

    But that does not even begin to convey what the Berger experience is: What makes these bestselling textbooks so distinctive is the unmistakable presence of KATHLEEN STASSEN BERGER on every page, in writing that continually draws on the author’s teaching and family life to demonstrate a remarkable understanding not just of the field, but of students’ questions, their concerns, and their lives.The distinctive, definitive BERGER touch is evident throughout her new textbook, Invitation to the Life Span. This brief, original, 15-chapter textbook was created from page 1 to address the challenges teachers and students face when covering the entire life span in a semester (or even a quarter!). The hallmark Berger qualities are all here—the relatable presentation of research, the inclusive approach to world cultures, the study help that builds critical thinking and observational skills, the outstanding media and supplements—and all held together with Berger’s skill in bringing students and the science together.

    This book contains student-friendly Study Tips, Clinical View boxes, and progressive question sets to motivate students to internalize and apply what they've learned.

    Thomas Frank, founder of the College Info Geek blog, YouTube channel, and podcast, breaks these ways down into ten steps in this short book.You'll learn how to learn more effectively in your classes, take better notes, remember more from textbook readings, cut down on procrastination, build an optimal study environment, and more.Along the way, you'll find techniques for increasing your study and work efficiency, giving you more free time in college as well.

    This newest edition expands on the strengths of earlier versions, helping students bridge the gap between concepts and reasoning. Students are shown, rather than told about, how physics works and are given the opportunity to apply concepts to real-world problems. Each chapter and concept has been scrutinized to ensure clarity, currency, and accuracy while checkpoints, problem solving tactics, and sample problems help students make sense of new concepts. As always, Fundamentals of Physics covers every aspect of basic physics, from force and motion to relativity and will prepare today's students to be tomorrow's scientists.

    It classifies the critical characteristics of the perpetrators and victims of major crimes—murder, arson, sexual assault, and nonlethal acts—based on the motivation of the offender. The second edition contains new classifications on computer crimes, religion-extremist murder, and elder female sexual homicide.This edition also contains new information on stalking and child abduction, the use of biological agents as weapons, cybercrimes, Internet child sex offenders, burglary and rape, and homicidal poisoning. In addition, many of the case studies and crime statistics have been updated.

    'Social Work Macro Practice' focuses on work with organizations and communities, including planned change approaches and implementation.

    New features include: a new chapter on queer theory; every chapter has been revised with new introductions with appropriate new critical vocabulary, critical terms, further readings sections, and web sites; new student essays; structuralism and deconstruction have been combined into one section to make the material clearer and more streamlined; and the addition of Plotinus, Giovanni Boccaccio, Joseph Addison, Percy Pysshe Shelley, and Mikhail Bakhtin.

    Chock full of easy to understand instructions and full color pictures for the 24 recipes included, you are sure to succeed with this book, regardless of your skill level. With a few simple ingredients, and a little bit of time, you’ll be making bath bombs in an afternoon. You’re in good hands with this quick and easy guide to showing you not only the basics, but also more fun and challenging recipes like the Fizzy Pops, designed to look like tasty cake pop treats. Taking it a step further she has also included cupcake bath bombs with a sugar scrub topping. Who wouldn't love to make these? This book can be a project for yourself, a gift for a friend, or an enhancement to your knowledge in the world of bath and body crafts. Whatever the purpose, the reader will enjoy!