Download or read book Statistical Learning with Sparsity written by Trevor Hastie and published by CRC Press. This book was released on 2015-05-07 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover New Methods for Dealing with High-Dimensional DataA sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is much easier to estimate and interpret than a dense model. Statistical Learning with Sparsity: The Lasso and Generalizations presents methods that exploit sparsity to help recover the underl

Download or read book Lasso the Wind written by Timothy Egan and published by Vintage. This book was released on 2009-09-23 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: A New York Times Notable Book of the Year Winner of the Mountains and Plains Book Seller's Association Award "Sprawling in scope. . . . Mr. Egan uses the past powerfully to explain and give dimension to the present." --The New York Times "Fine reportage . . . honed and polished until it reads more like literature than journalism." --Los Angeles Times "They have tried to tame it, shave it, fence it, cut it, dam it, drain it, nuke it, poison it, pave it, and subdivide it," writes Timothy Egan of the West; still, "this region's hold on the American character has never seemed stronger." In this colorful and revealing journey through the eleven states west of the 100th meridian, Egan, a third-generation westerner, evokes a lovely and troubled country where land is religion and the holy war between preservers and possessors never ends. Egan leads us on an unconventional, freewheeling tour: from America's oldest continuously inhabited community, the Ancoma Pueblo in New Mexico, to the high kitsch of Lake Havasu City, Arizona, where London Bridge has been painstakingly rebuilt stone by stone; from the fragile beauty of Idaho's Bitterroot Range to the gross excess of Las Vegas, a city built as though in defiance of its arid environment. In a unique blend of travel writing, historical reflection, and passionate polemic, Egan has produced a moving study of the West: how it became what it is, and where it is going. "The writing is simply wonderful. From the opening paragraph, Egan seduces the reader. . . . Entertaining, thought provoking." --The Arizona Daily Star Weekly "A western breeziness and love of open spaces shines through Lasso the Wind. . . . The writing is simple and evocative." --The Economist

Download or read book A Hollywood Affair written by Lucy Broadbent and published by Headline. This book was released on 2011-07-07 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Love and loyalties get tested in another gripping LA drama from Lucy Broadbent. Pearl Sash lives the dream. Adoring husband, perfect child, and a glamorous Hollywood Hills mansion. Shame how perfect gets boring, isn't it? Cue the re-entrance of Brett. Dangerous, sexy Brett who she married years ago, and who left her the second his own Hollywood star was rising. Now he's back, wanting to start over. No man ever made her feel so bad. No man ever made her feel so good! Will Pearl make the right decision to get her own Hollywood ending?

Download or read book The Elements of Statistical Learning written by Trevor Hastie and published by Springer Science & Business Media. This book was released on 2009-08-26 with total page 757 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing 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 colour graphics. It is 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. This major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, least angle regression & path algorithms for the lasso, non-negative matrix factorisation, and spectral clustering. There is also a chapter on methods for "wide'' data (p bigger than n), including multiple testing and false discovery rates.

Download or read book An Introduction to Statistical Learning written by Gareth James and published by Springer Nature. This book was released on 2023-08-01 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. 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, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.

Download or read book Myths of Harmony written by Marixa Lasso and published by University of Pittsburgh Pre. This book was released on 2007-08-12 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book centers on a foundational moment for Latin American racial constructs. While most contemporary scholarship has focused the explanation for racial tolerance-or its lack-in the colonial period, Marixa Lasso argues that the key to understanding the origins of modern race relations are to be found later, in the Age of Revolution.Lasso rejects the common assumption that subalterns were passive and alienated from Creole-led patriot movements, and instead demonstrates that during Colombia's revolution, free blacks and mulattos (pardos) actively joined and occasionally even led the cause to overthrow the Spanish colonial government. As part of their platform, patriots declared legal racial equality for all citizens, and promulgated an ideology of harmony and fraternity for Colombians of all colors. The fact that blacks were mentioned as equals in the discourse of the revolution and later served in republican government posts was a radical political departure. These factors were instrumental in constructing a powerful myth of racial equality-a myth that would fuel revolutionary activity throughout Latin America.Thus emerged a historical paradox central to Latin American nation-building: the coexistence of the principle of racial equality with actual racism at the very inception of the republic. Ironically, the discourse of equality meant that grievances of racial discrimination were construed as unpatriotic and divisive acts-in its most extreme form, blacks were accused of preparing a race war. Lasso's work brings much-needed attention to the important role of the anticolonial struggles in shaping the nature of contemporary race relations and racial identities in Latin America.

Download or read book Computer Aided Verification written by Madhusudan Parthasarathy and published by Springer. This book was released on 2012-06-22 with total page 804 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 24th International Conference on Computer Aided Verification, CAV 2012, held in Berkeley, CA, USA in July 2012. The 38 regular and 20 tool papers presented were carefully reviewed and selected from 185 submissions. The papers are organized in topical sections on automata and synthesis, inductive inference and termination, abstraction, concurrency and software verification, biology and probabilistic systems, embedded and control systems, SAT/SMT solving and SMT-based verification, timed and hybrid systems, hardware verification, security, verification and synthesis, and tool demonstration.

Download or read book AutoCAD 2021 Instructor written by James Leach and published by SDC Publications. This book was released on 2020-07 with total page 1256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is your AutoCAD 2021 Instructor. The objective of this book is to provide you with extensive knowledge of AutoCAD, whether you are taking an instructor-led course or learning on your own. AutoCAD 2021 Instructor maintains the pedagogy and in-depth coverage that have always been the hallmark of the Leach texts. As the top-selling university textbook for almost a decade, the AutoCAD Instructor series continues to deliver broad coverage of AutoCAD in a structured, easy-to-comprehend manner. AutoCAD 2021 Instructor is command-oriented, just like AutoCAD. Chapters are structured around related commands, similar to the organization of AutoCAD’s menu system. The sequence of chapters starts with fundamental drawing commands and skills and then progresses to more elaborate procedures and specialized applications. The writing style introduces small pieces of information explained in simple form, and then builds on that knowledge to deliver more complex drawing strategies, requiring a synthesis of earlier concepts. Over 2000 figures illustrate the commands, features, and ideas. AutoCAD 2021 Instructor is an ideal reference guide, unlike tutorial-oriented books where specific information is hard to relocate. Because these chapters focus on related commands, and complete coverage for each command is given in one place, the commands, procedures, and applications are easy to reference. Tabbed pages help locate tables, lists, appendices, and the comprehensive index. What makes this book unique? • In depth coverage of AutoCAD 2021 commands and features • Command Tables indicate where to locate and how to start each command • TIP markers in the margin provide important tips, notes, reminders, short-cuts and identify what's new • Complete chapter exercises with many multi-chapter “REUSE” problems • Well suited for a two or three course sequence

Download or read book Erased written by Marixa Lasso and published by Harvard University Press. This book was released on 2019-02-25 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Panama Canal's untold history—from the Panamanian point of view. Sleuth and scholar Marixa Lasso recounts how the canal’s American builders displaced 40,000 residents and erased entire towns in the guise of bringing modernity to the tropics. The Panama Canal set a new course for the modern development of Central America. Cutting a convenient path from the Atlantic to the Pacific oceans, it hastened the currents of trade and migration that were already reshaping the Western hemisphere. Yet the waterway was built at considerable cost to a way of life that had characterized the region for centuries. In Erased, Marixa Lasso recovers the history of the Panamanian cities and towns that once formed the backbone of the republic. Drawing on vast and previously untapped archival sources and personal recollections, Lasso describes the canal’s displacement of peasants, homeowners, and shop owners, and chronicles the destruction of a centuries-old commercial culture and environment. On completion of the canal, the United States engineered a tropical idyll to replace the lost cities and towns—a space miraculously cleansed of poverty, unemployment, and people—which served as a convenient backdrop to the manicured suburbs built exclusively for Americans. By restoring the sounds, sights, and stories of a world wiped clean by U.S. commerce and political ambition, Lasso compellingly pushes back against a triumphalist narrative that erases the contribution of Latin America to its own history.

Download or read book Photoshop CS3 for Nature Photographers written by Ellen Anon and published by John Wiley & Sons. This book was released on 2007-08-13 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the new edition of this practical guide, master photographer Ellen Anon and digital-imaging expert Tim Grey show you how to capture the beauty of nature by shooting the best possible photos from the start—and then getting the most out of your images at your desktop. You’ll find eye-opening techniques, workflow ideas, and terrific Photoshop tools, plus a host of valuable tips and stunning examples from some of the most esteemed professional nature photographers working today.

Download or read book Adobe Photoshop CC Classroom in a Book written by Adobe Creative Team and published by Adobe Press. This book was released on 2013-05-30 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fastest, easiest, most comprehensive way to learn Adobe Photoshop CC Classroom in a Book®, the best-selling series of hands-on software training workbooks, offers what no other book or training program does—an official training series from Adobe Systems Incorporated, developed with the support of Adobe product experts. Adobe Photoshop CC Classroom in a Book contains 14 lessons that cover the basics, providing countless tips and techniques to help you become more productive with the program. You can follow the book from start to finish or choose only those lessons that interest you. Purchasing this book gives you access to the downloadable lesson files you need to work through the projects in the book, and to electronic book updates covering new features that Adobe releases for Creative Cloud customers. For access, goto www.peachpit.com/redeem and redeem the unique code provided inside this book. “The Classroom in a Book series is by far the best training material on the market. Everything you need to master the software is included: clear explanations of each lesson, step-by-step instructions, and the project files for the students.” Barbara Binder, Adobe Certified Instructor Rocky Mountain Training

Download or read book Adobe Photoshop CC Classroom in a Book 2014 release written by Andrew Faulkner and published by Adobe Press. This book was released on 2014-07-23 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fastest, easiest, most comprehensive way to learn Adobe® Photoshop® CC (2014 release) Classroom in a Book®, the best-selling series of hands-on software training workbooks, offers what no other book or training program does–an official training series from Adobe Systems Incorporated, developed with the support of Adobe product experts. Adobe Photoshop CC Classroom in a Book contains 14 lessons that cover the basics, providing countless tips and techniques to help you become more productive with the program. You can follow the book from start to finish or choose only those lessons that interest you. In addition to learning the key elements of the Photoshop interface, this completely revised CC (2014 release) edition covers new features, including Generator, 3D printing, linked Smart Objects, Blur Gallery, smarter Smart Guides, Perspective Warp, and more. Purchasing this book gives you access to the downloadable lesson files you need to work through the projects in the book, and to electronic book updates covering new features that Adobe releases for Creative Cloud customers. For access, goto www.peachpit.com/redeem and redeem the unique code provided inside this book. “The Classroom in a Book series is by far the best training material on the market. Everything you need to master the software is included: clear explanations of each lesson, step-by-step instructions, and the project files for the students.” Barbara Binder, Adobe Certified Instructor Rocky Mountain Training

Download or read book Big data analytics to advance stroke and cerebrovascular disease A tool to bridge translational and clinical research written by Alexis Netis Simpkins and published by Frontiers Media SA. This book was released on 2023-12-26 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Multivariate Biomarker Discovery written by Darius M. Dziuda and published by Cambridge University Press. This book was released on 2024-05-31 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: A concise guide to all aspects of predictive modeling for biomarker discovery for medical diagnosis, prognosis, and personalized medicine.

Download or read book Theory of Ridge Regression Estimation with Applications written by A. K. Md. Ehsanes Saleh and published by John Wiley & Sons. This book was released on 2019-01-08 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to the systematic analytical results for ridge, LASSO, preliminary test, and Stein-type estimators with applications Theory of Ridge Regression Estimation with Applications offers a comprehensive guide to the theory and methods of estimation. Ridge regression and LASSO are at the center of all penalty estimators in a range of standard models that are used in many applied statistical analyses. Written by noted experts in the field, the book contains a thorough introduction to penalty and shrinkage estimation and explores the role that ridge, LASSO, and logistic regression play in the computer intensive area of neural network and big data analysis. Designed to be accessible, the book presents detailed coverage of the basic terminology related to various models such as the location and simple linear models, normal and rank theory-based ridge, LASSO, preliminary test and Stein-type estimators. The authors also include problem sets to enhance learning. This book is a volume in the Wiley Series in Probability and Statistics series that provides essential and invaluable reading for all statisticians. This important resource: Offers theoretical coverage and computer-intensive applications of the procedures presented Contains solutions and alternate methods for prediction accuracy and selecting model procedures Presents the first book to focus on ridge regression and unifies past research with current methodology Uses R throughout the text and includes a companion website containing convenient data sets Written for graduate students, practitioners, and researchers in various fields of science, Theory of Ridge Regression Estimation with Applications is an authoritative guide to the theory and methodology of statistical estimation.

Download or read book Flash 8 written by E. A. Vander Veer and published by "O'Reilly Media, Inc.". This book was released on 2006-03-22 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: This guide provides a primer on animation, which helps you get comfortable with the Flash interface. It also covers advanced animations, including adding special effects and audio, video, and interactivity to your presentations. It shows how to use a dollop of ActionScript to customize your content.

Download or read book Malas written by Marcela Fuentes and published by Penguin. This book was released on 2024-06-04 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: A GOOD MORNING AMERICA BOOK CLUB PICK “A vivacious, page-turning novel of rebellion and rebirth.” —Xochitl Gonzalez, New York Times bestselling author of Olga Dies Dreaming and Anita de Monte Laughs Last A story full of passion and revenge, following one family living on the Texas Mexico border and a curse that reverberates across generations—"Fuentes has achieved something rare and indelible with this story of complex women.” (Erika L. Sánchez) In 1951, a mysterious old woman confronts Pilar Aguirre in the small border town of La Cienega, Texas. The old woman is sure Pilar stole her husband and, in a heated outburst, lays a curse on Pilar and her family. More than forty years later, Lulu Muñoz is dodging chaos at every turn: her troubled father’s moods, his rules, her secret life as singer in a punk band, but most of all her upcoming quinceañera. When her beloved grandmother passes away, Lulu finds herself drawn to the glamorous stranger who crashed the funeral and who lives alone and shunned on the edge of town. Their unexpected kinship picks at the secrets of Lulu’s family’s past. As the quinceañera looms—and we move between these two strong, irascible female voices—one woman must make peace with the past, and one girl pushes to embrace her future. Rich with cinematic details—from dusty rodeos to the excitement of a Selena concert and the comfort of conjunto ballads played at family gatherings—this memorable debut is a love letter to the Tejano culture and community that sustain both of these women as they discover what family means.