This book offers readers an accessible introduction to the world of multivariate statistics in the life sciences, providing a comprehensive description of the general data analysis paradigm, from exploratory analysis (principal component analysis, self-organizing maps and clustering) to modeling (classification, regression) and validation (including variable selection). It also includes a special section discussing several more specific topics in the area of chemometrics, such as outlier detection, and biomarker identification. The corresponding R code is provided for all the examples in the book; and scripts, functions and data are available in a separate R package. This second revised edition features not only updates on many of the topics covered, but also several sections of new material (e.g., on handling missing values in PCA, multivariate process monitoring and batch correction).
This book offers readers an accessible introduction to the world of multivariate statistics in the life sciences, providing a comprehensive description of the general data analysis paradigm, from exploratory analysis (principal component analysis, self-organizing maps and clustering) to modeling (classification, regression) and validation (including variable selection). It also includes a special section discussing several more specific topics in the area of chemometrics, such as outlier detection, and biomarker identification. The corresponding R code is provided for all the examples in the book; and scripts, functions and data are available in a separate R package. This second revised edition features not only updates on many of the topics covered, but also several sections of new material (e.g., on handling missing values in PCA, multivariate process monitoring and batch correction).
In an emergency, you only have one chance...and usually very little time...to make the right decision. How can you be certain you have the knowledge you need? Through six editions, Rosen’s Emergency Medicine has set the standard in emergency medicine, offering unparalleled comprehensiveness, clarity, and authority. Now, the seventh edition places the latest knowledge at your fingertips, while a more streamlined format makes it easy to find the exact information you seek more rapidly and conveniently than ever before. Presents more than 1,200 exquisite color illustrations that accurately capture the real-life appearance of patient symptoms and diagnostic imaging findings, helping you to reach a definitive diagnosis more easily. Includes "Cardinal Presentations" sections that provide quick and easy guidance on differential diagnosis and directed testing. Presents greatly expanded coverage of emergency ultrasound and emergency gynecological disorders to place the latest knowledge at your fingertips, as well as state-of-the-art coverage of emergency ultrasound, management of sepsis, new airway devices, updated protocols for adult and pediatric cardiac arrest, STEMI and NSTEMI/ACS, DVT and PTE, and much, much more. Features a streamlined format that focuses on the most need-to-know information so you can find answers more quickly.
Rely on Rosen's Emergency Medicine for the latest answers on every facet of emergency medicine practice. For decades, this medical reference book has set the standard in emergency medicine, offering unparalleled comprehensiveness, clarity, and authority - to help you put the latest and best knowledge to work for your patients in the ER. Consult this title on your favorite e-reader, conduct rapid searches, and adjust font sizes for optimal readability. Compatible with Kindle®, nook®, and other popular devices. Practice confidently with easily actionable, dependable guidance on the entire breadth of emergency medicine topics. Get expert guidance on how to approach specific clinical presentations in the ER. The "Cardinal Presentations Section" provides quick and easy reference to differential diagnosis and directed testing for fever in the adult patient; dizziness and vertigo; chest pain; and over 20 other frequently seen presentations in the emergency department. Effectively apply the newest emergency medicine techniques and approaches, including evidence-based therapies for shock; high-cost imaging; evaluation and resuscitation of the trauma patient; cardiovascular emergencies; evaluation and risk stratification for transient ischemic attack (TIA) patients; and much more. Locate the answers you need quickly thanks to a user-friendly, full-color design, complete with more illustrations than ever before. Access the complete contents on the go from your laptop or mobile device at Expert Consult, fully searchable, with links to PubMed.
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