Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application. This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas-from science and engineering, to medicine, academia and commerce.

Clinical Integration: A Roadmap to Accountable Care, presents novel ideas to advance healthcare leaders' initiatives in the development of new clinically integrated networks and accountable care organizations. Expanded from its original edition, it integrates points from private sector payer perspectives on the industry shift and new chapters on operations of a network and comparative effectiveness research. Many issues are discussed, including the complexities of quality measurement across the industry, the importance of physician and collaborative leadership, and the continued adoption of new health information technologies. Acceleration in the advancement of quality, with greater attention to patient-centered care are essential elements in the reform of the U.S. health system and the growth of these new models of care delivery.