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Statistical Computation for Programmers, Scientists, Quants, Excel Users, and Other Professionals Using the open source R language, you can build powerful statistical models to answer many of your most challenging questions. R has traditionally been difficult for non-statisticians to learn, and most R books assume far too much knowledge to be of help. R for Everyone, Second Edition, is the solution. Drawing on his unsurpassed experience teaching new users, professional data scientist Jared P. Lander has written the perfect tutorial for anyone new to statistical programming and modeling. Organized to make learning easy and intuitive, this guide focuses on the 20 percent of R functionality you’ll need to accomplish 80 percent of modern data tasks. Lander’s self-contained chapters start with the absolute basics, offering extensive hands-on practice and sample code. You’ll download and install R; navigate and use the R environment; master basic program control, data import, manipulation, and visualization; and walk through several essential tests. Then, building on this foundation, you’ll construct several complete models, both linear and nonlinear, and use some data mining techniques. After all this you’ll make your code reproducible with LaTeX, RMarkdown, and Shiny. By the time you’re done, you won’t just know how to write R programs, you’ll be ready to tackle the statistical problems you care about most. Coverage includes Explore R, RStudio, and R packages Use R for math: variable types, vectors, calling functions, and more Exploit data structures, including data.frames, matrices, and lists Read many different types of data Create attractive, intuitive statistical graphics Write user-defined functions Control program flow with if, ifelse, and complex checks Improve program efficiency with group manipulations Combine and reshape multiple datasets Manipulate strings using R’s facilities and regular expressions Create normal, binomial, and Poisson probability distributions Build linear, generalized linear, and nonlinear models Program basic statistics: mean, standard deviation, and t-tests Train machine learning models Assess the quality of models and variable selection Prevent overfitting and perform variable selection, using the Elastic Net and Bayesian methods Analyze univariate and multivariate time series data Group data via K-means and hierarchical clustering Prepare reports, slideshows, and web pages with knitr Display interactive data with RMarkdown and htmlwidgets Implement dashboards with Shiny Build reusable R packages with devtools and Rcpp Register your product at informit.com/register for convenient access to downloads, updates, and corrections as they become available.
This ninth edition of the Textbook of Family Medicine, edited by Drs. Robert E. Rakel and David P. Rakel, remains your #1 choice for complete guidance on the principles of family medicine, primary care in the community, and all aspects of clinical practice. Ideal for both residents and practicing physicians, this medical reference book includes evidence-based, practical information to optimize patient care and prepare you for the ABFM exam. A clean, quick-reference layout makes it easy for you to put information to work immediately in your practice. - Gain a new understanding of the patient-centered medical home and how to achieve this status in outpatient clinics. - Make the most effective care decisions with help from "Evidence vs. Harm" icons that guide you through key treatments of common medical conditions. - Take advantage of today's most useful online resources with a convenient list of outstanding clinical websites. - Quickly spot "Best Evidence Recommendations" with special boxes located throughout the text, and glean helpful tips on diagnosis and therapy from "Key Points" boxes found on every page. - Quickly access content with an efficient new layout that includes more than 1,000 tables and full-color illustrations; treatment boxes for a concise overview of how to treat various conditions; Grade A SORT recommendations; and key points highlighting the major takeaways of each chapter. - Take advantage of an enhanced focus on team-based care as the role of primary care providers evolves, and stay up to date on the most current practice guidelines with evidence-based information throughout. - View 30 immersive procedural videos online from Procedures Consult, including chest tube placement, knee injection, vasectomy, vaginal tear repair, skin biopsy, colposcopy, IUD insertion, and more. - Remain at the forefront of the field with coverage on self-care, the emergence of tobacco alternatives such as e-cigarettes, and the changing picture of cancer in America. - Expert Consult eBook version included with purchase. This enhanced eBook experience allows you to search all of the text, figures, references, and videos from the book on a variety of devices.
The global burden of disease: 2004 update is a comprehensive assessment of the health of the world's population. It provides detailed global and regional estimates of premature mortality, disability and loss of health for 135 causes by age and sex, drawing on extensive WHO databases and on information provided by Member States.--Publisher description.
DIFFERENT KIND OF HEAVY METAL SUPERSTAR Whether they’re doctors or diplomats, soldiers or secretaries, translators or nightclub waiters, the myriad mechanical marvels known as droids are an indispensable part of what keeps the Star Wars galaxy humming. The varieties and classes of droids are nearly as infinite as their designated specialties. In this updated and expanded nuts-to-bolts survey, each and every droid receives its due–from the simplest drones to the most sophisticated automatons, from heroic protocol model, C-3PO, and his multitasking sidekick, R2-D2, to the insidious Separatist leader General Grievous. Inside you’ll discover: • All the newest droids: from The Phantom Menace, Attack of the Clones, and Revenge of the Sith to the Knights of the Old Republic video games and the Clone Wars animated TV series, plus the bestselling multinovel series Star Wars: The New Jedi Order–all catalogued here for the first time • Detailed histories and capabilities of nearly one hundred droids along with full-color computer-generated illustrations and schematics of their construction highlights • Special sections, including “A Layperson’s Guide to Droids,” “Major Manufacturers,” and “A Short History of Droids” • An easy reference at your fingertips–each entry is arranged by Droid Type, including medics and scientists, repair units, battle units, and cyborgs–plus special expanded entries for R-series astromechs, the 3PO protocol series, and battle droids For the definitive debriefing on droids, there’s only one official, authoritative, and absolutely essential technical guide!
At last a guide to fish as well as invertebrates with profusely illustrated keys and the most recent terminology! It is not only practical but authoritative as well. A Practical Guide to the Marine Animals of Northeastern North America features Leland Pollock's innovative, user-friendly keys that circumvent many of the difficulties of traditional identification systems. Pollock's keys offer choices among distinctive attributes of the specimen. Results are compared to all variations found in the region's fauna, using a neatly displayed tabular form accompanied by many line drawings.
Popular Music Theory and Analysis: A Research and Information Guide uncovers the wealth of scholarly works dealing with the theory and analysis of popular music. This annotated bibliography is an exhaustive catalog of music-theoretical and musicological works that is searchable by subject, genre, and song title. It will support emerging scholarship and inquiry for future research on popular music.
International Encyclopedia of Public Health, Second Edition, Seven Volume Set is an authoritative and comprehensive guide to the major issues, challenges, methods, and approaches of global public health. Taking a multidisciplinary approach, this new edition combines complementary scientific fields of inquiry, linking biomedical research with the social and life sciences to address the three major themes of public health research, disease, health processes, and disciplines. This book helps readers solve real-world problems in global and local health through a multidisciplinary and comprehensive approach. Covering all dimensions of the field, from the details of specific diseases, to the organization of social insurance agencies, the articles included cover the fundamental research areas of health promotion, economics, and epidemiology, as well as specific diseases, such as cancer, cardiovascular diseases, diabetes, and reproductive health. Additional articles on the history of public health, global issues, research priorities, and health and human rights make this work an indispensable resource for students, health researchers, and practitioners alike. Provides the most comprehensive, high-level, internationally focused reference work available on public health Presents an invaluable resource for both researchers familiar with the field and non-experts requiring easy-to-find, relevant, global information and a greater understanding of the wider issues Contains interdisciplinary coverage across all aspects of public health Incorporates biomedical and health social science issues and perspectives Includes an international focus with contributions from global domain experts, providing a complete picture of public health issues