This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree- based methods, support vector machines, clustering, and more. Color graphics and real-world examples are used to illustrate the methods presented. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform. Two of the authors co-wrote The Elements of Statistical Learning (Hastie, Tibshirani and Friedman, 2nd edition 2009), a popular reference book for statistics and machine learning researchers. An Introduction to Statistical Learning covers many of the same topics, but at a level accessible to a much broader audience. This book is targeted at statisticians and non-statisticians alike who wish to use cutting-edge statistical learning techniques to analyze their data. The text assumes only a previous course in linear regression and no knowledge of matrix algebra.

    Offering time-tested problems, conceptual and visual pedagogy, and a state-of-the-art media package, this 11th edition looks to the future of university physics, in terms of both content and approach.

    Popular phrases, words, and expressions accompany the complete conjugation of common Spanish verbs.

    

    Looks at the role of emotional intelligence in leadership, discussing the characteristics of a good leader and leadership styles, and outlines the steps to becoming an effective leader.

    This engaging introductory language/linguistics textbook provides more extensive coverage of issues of particular interest to English majors and future English instructors. It invites all students to connect academic linguistics to the everyday use of the English language around them. The book's approach taps students' natural curiosity about the English language. Through exercises and discussion questions about ongoing changes in English, How English Works asks students to become active participants in the construction of linguistic knowledge.

    Now in its sixth edition, it has been completely revised and updated with crucial, up-to-the-minute information on the industry's major changes in response to today's rapid technological advances and uncertain economy. Veteran music lawyer Donald Passman is in the thick of this transformation and understands that anyone involved in the music business is feeling the deep, far-reaching effects of it. This latest edition of what the "Los Angeles Times" called "the industry bible" will lead novices and experts alike through the fundamental practices as well as the new, uncharted territory of one of this country's most dynamic industries.In the music business, the key to success lies in knowing how to protect yourself. To do that, you need the best and most up-to-date advice available. Whether you are -- or aspire to be -- a performer, writer, or executive, Passman's comprehensive guide to the legal and financial aspects of the music world is an indispensable tool. Drawing on his unique professional experience as one of the most trusted advisors in the industry, Passman offers authoritative information on how to: Select and hire a winning team of advisors -- personal and business managers, agents, and attorneys -- and structure their commissions, percentages, and fees in a way that will protect you and maximize these relationshipsMaster the big picture and the finer points of record dealsNavigate the ins and outs of songwriting, music publishing, and copyrightsMaximize concert, touring, and merchandising deals This latest edition also includes information on: Music downloads, webcasting, streaming-on-demand, and podcastingThe new video streaming servicesHow royalties are computed in the digital ageThe latest developments in deals with independent labels, including upstream dealsUpdates on all the traditional industry matters, such as royalties, advances, video budgets, and copyright lawIn "All You Need to Know About the Music Business," one of the industry's most influential figures shows you how to thrive in the most exciting business in the world. It's a book that no musician, entertainment lawyer, agent, promoter, publisher, manager, record company executive -- anyone who makes their living from music -- can afford to be without.

    A New York Public Library Outstanding Reference BookFilled with more than 500 color photographs, charts, maps, and line drawings, this is an incomparable guide to the world's most important mythological traditions.

    KEY TOPICS: Written in a reader-friendly style, the book encourages broad problem-solving skills while thoroughly covering the material required for introductory algorithms. The author emphasizes conceptual understanding before the introduction of the formal treatment of each technique. Popular puzzles are used to motivate readers' interest and strengthen their skills in algorithmic problem solving. Other enhancement features include chapter summaries, hints to the exercises, and a solution manual. MARKET: For those interested in learning more about algorithms.

    The Fourth Edition of volumes 1 and 2 is concerned with mechanics and E&M/Optics. New features include: expanded coverage of classic physics topics, substantial increases in the number of in-text examples which reinforce text exposition, the latest pedagogical and technical advances in the field, numerical analysis, computer-generated graphics, computer projects and much more.

    A who's who of pathology experts delivers the most dependable, current, and complete coverage of today's essential pathology knowledge. At the same time, masterful editing and a practical organization make mastering every concept remarkably easy. Online access via Student Consult includes self-assessment and review questions, interactive case studies, downloadable images, videos, and a virtual microscope that lets you view slides at different magnifications. The result remains the ideal source for an optimal understanding of pathology. Offers the most authoritative and comprehensive, yet readable coverage available in any pathology textbook, making it ideal for USMLE or specialty board preparation as well as for course work. Includes access to the complete contents online via Student Consult, along with self-assessment and review questions, over 100 interactive clinical case studies, videos, and a virtual microscope that lets users view slides at different magnifications.Delivers a state-of-the-art understanding of the pathologic basis of disease through completely updated coverage, including the latest cellular and molecular biology.Demonstrates every concept visually with over 1,600 full-color photomicrographs and conceptual diagrams - many revised for even better quality.Facilitates learning with an outstanding full-color, highly user-friendly design.

    This book can be cut, drawn in, folded into shapes and will even take you to the fourth dimension. So join stand-up mathematician Matt Parker on a journey through narcissistic numbers, optimal dating algorithms, at least two different kinds of infinity and more.

    Featuring original texts from sources around the world, it includes readings from Greek and Roman classics (by Homer, Hesiod, Ovid, and other writers); Nordic mythology (by Snorri Sturluson); Hindu culture (The Ramayana); and from such ancient works as The Epic of Gilgamesh and the Bible. Selections from Native-American sources and fairy tales and stories from Africa, Germany, and the United States are also included. In addition, authors Eva Thury and Margaret Devinney draw comparisons between classical myths and such contemporary cultural phenomena as The X Files, Star Trek, and Mother Goose. They also incorporate readings by Carl Jung, Levi-Strauss, Victor Turner, and other scholars who consider mythic material from different analytical perspectives. Finally, works by Milton, Keats, Updike, and Joyce are presented as examples of modern literary texts with mythological roots. The selections are organized into seven topical sections: myths of creation and destruction; hero and trickster myths; ritual and myth; myths and dreams; folktale and myth; modern American myths; and myths and literature. Introduction to Mythology: Contemporary Approaches to Classical and World Myths employs an innovative pedagogical structure to help students unravel the complex web of literary allusions often found in mythological texts. Extensive marginal notes provide cross-references and explanations of terms and culture-specific concepts, while a glossary of deities, suggested readings for each chapter, and more than 200 illustrations, photographs, and maps further enhance the volume. Ideal for courses in classical and world mythology, this text can also be used in world culture, world literature, and comparative religion courses. An Instructor's Manual and a Student's Website featuring chapter objectives and summaries, key terms, study questions, self-tests, and off-site links of interest will accompany the book.

    It givessyntax and output for accomplishing many analyses through the mostrecent releases of SAS, SPSS, and SYSTAT, some not available insoftware manuals. The book maintains its practical approach, stillfocusing on the benefits and limitations of applications of a techniqueto a data set -- when, why, and how to do it. Overall, it providesadvanced students with a timely and comprehensive introduction totoday's most commonly encountered statistical and multivariatetechniques, while assuming only a limited knowledge of higher-levelmathematics.

    Now this instant classic has been completely updated, outfitted with a whole new arsenal of indispensable knowledge on global affairs, popular culture, economic trends, scientific principles, and modern arts. Here's your chance to brush up on all those subjects you slept through in school, reacquaint yourself with all the facts you once knew (then promptly forgot), catch up on major developments in the world today, and become the Renaissance man or woman you always knew you could be! How do you tell the Balkans from the Caucasus? What's the difference between fission and fusion? Whigs and Tories? Shiites and Sunnis? Deduction and induction? Why aren't all Shakespearean comedies necessarily thigh-slappers? What are transcendental numbers and what are they good for? What really happened in Plato's cave? Is postmodernism dead or just having a bad hair day? And for extra credit, when should you use the adjective continual and when should you use continuous? An Incomplete Education answers these and thousands of other questions with incomparable wit, style, and clarity. American Studies, Art History, Economics, Film, Literature, Music, Philosophy, Political Science, Psychology, Religion, Science, and World History: Here's the bottom line on each of these major disciplines, distilled to its essence and served up with consummate flair.