An Essential Reference for Intermediate and Advanced R ProgrammersAdvanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the elegance, beauty, and flexibility at the heart of R.The book develops the necessary skills to produce quality code that can be used in a variety of circumstances. You will learn:The fundamentals of R, including standard data types and functionsFunctional programming as a useful framework for solving wide classes of problemsThe positives and negatives of metaprogramming How to write fast, memory-efficient code This book not only helps current R users become R programmers but also shows existing programmers what‘s special about R. Intermediate R programmers can dive deeper into R and learn new strategies for solving diverse problems while programmers from other languages can learn the details of R and understand why R works the way it does.
Direct Pay: A Simpler Way to Practice Medicine examines the direct pay business model as a policy alternative and potential policy solution to the economic, technological, and sociocultural problems that have emerged for practicing physicians as a result of the Affordable Care Act. Based on a research study conducted by the author, the book addresses key research issues that are supported by theory and recent literature.The research and hypotheses presented in the text are tested and proven through a set of questionnaires, interviews with direct pay physicians, and case studies that illustrate how the subject originated and why it is gaining momentum in today‘s challenging health reform environment.The book provides guidance on direct pay from a public policy perspective. It examines the impact of recent health reform policies and provisions on direct pay physicians, including the individual mandate and universal coverage provisions, patient-centered medical home (PCMH) certification and model of care, provisions to expand Medicaid and changes to reimbursement for Medicare, policy changes from HIPAA, and the HIT policy of Meaningful Use (MU).The book analyzes the organizational style and culture of the participating direct pay practices using theoretical and practical tests of the Competing Values Framework. It not only gauges the practices and policy implementation of direct pay practices, but also searches for variations between pure versus hybrid organizational identity of direct pay practices, and variations between direct pay practices operating on all-inclusive, fee-for-care (FFC) models versus fee-for-service (FFS) payment models.Providing a fundamental understanding of direct pay, the book highlights emerging trends and supplies authoritative analysis on how the direct pay business model can help to advance the practice of medicine through improved efficiency and effectiveness.
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