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The new edition of this textbook presents a practical, updated approach to predictive analytics for classroom learning. The authors focus on using analytics to solve business problems and compares several different modeling techniques, all explained from examples using the SAS Enterprise Miner software. The authors demystify complex algorithms to show how they can be utilized and explained within the context of enhancing business opportunities. Each chapter includes an opening vignette that provides real-life examples of how business analytics have been used in various aspects of organizations to solve issues or improve their results. A running case provides an example of a how to build and analyze a complex analytics model and utilize it to predict future outcomes. The new edition includes chapters on clusters and associations and text mining to support predictive models. An additional case is also included that can be used with each chapter or as a semester project.

This volume demonstrates how urban climate science can provide valuable information for planning healthy cities. The book illustrates the idea of "e;Science in Time, Science in Place"e; by providing worldwide case-based urban climatic planning applications for a variety of regions and countries, utilizing relevant climatic-spatial planning experiences to address local climatic and environmental health issues. Comprised of three major sections entitled "e;The Rise of Mega-cities and the Concept of Climate Resilience and Healthy Living,"e; "e;Urban Climate Science in Action,"e; and "e;Future Challenges and the Way Forward,"e; the book argues for the recognition of climate as a key element of healthy cities. Topics covered include: urban resilience in a climate context, climate responsive planning and urban climate interventions to achieve healthy cities, climate extremes, public health impact, urban climate-related health risk information, urban design and planning, and governance and management of sustainable urban development. The book will appeal to an international audience of practicing planners and designers, public health and built environment professionals, social scientists, researchers in epidemiology, climatology and biometeorology, and international to city scale policy makers.

Many emerging market countries are bank-based economies and are increasingly affected by geopolitical risks, U.S. dollar dynamics, regulations, preferential trade agreements (PTAs), MNCs (that often function like international organizations), social networks, labor dynamics, cross-border spillovers and the inefficient expansion of formal/informal microfinance. Country risks, informal economies (that account for 20-50 percent of the national economy of many emerging market countries), investor protection, enforcement commitment, compliance costs, sustainability (environmental, social, economic and political sustainability), economic growth, political stability, financial stability, geopolitical risk, social networks, household economics, inequality and international trade outcomes can vary dramatically across many DECs and LDECs due to these phenomena. The COVID-19 pandemic has illustrated the many problems inherent in political systems, economic policy and governments¿ emergency powersduring pandemics/epidemics and economic/financial crisis.This second volume focuses on geopolitical risks that are intertwined with constitutional political economy and labor issues, alongside addressing some of the financial and constitutional crises that occurred in Europe, Asia and the U.S. during 2007-2020. This book provides analysis of complex systems and the preferences and reasoning of state/government and corporate actors in order to develop better artificial intelligence and decision-system models of geopolitical risk, public policy and international capital flows, all of which are increasingly important decision factors for investment managers, boards-of-directors and government officials.

This book offers an in-depth analysis of the differences between common law and civil law systems from various theoretical perspectives. Written by a global network of experts, it explores the topic against the background of a variety of legal traditions.Common law and civil law are typically presented as antagonistic players on a field claimed by diverse legal systems: the former being based on precedent set by judges in deciding cases before them; the latter being founded on a set of rules intended to govern the decisions of those applying them. Perceived in this manner, common law and civil law differ in terms of the (main) source(s) of law; who is to create them; who is (merely) to draw from them; and whether the law itself is pure each step of the way, or whether the law¿s purity may be tarnished when confronted with a set of contingent facts. These differences have deep roots in (legal) history ¿ roots that allow us to trace them back to distinct traditions.Nevertheless, it is questionable whether the divide thus depicted is as great as it may seem: international and supranational legal systems unconcerned by national peculiarities appear to level the playing field. A normative understanding of constitutions seems to grant ever-greater authority to High Court decisions based on thinly worded maxims in countries that adhere to the civil law tradition. The challenges contemporary regulation faces call for ever-more detailed statutes governing the decisions of judges in the common law tradition. These and similar observations demand a structural reassessment of the role of judges, the power of precedent, the limits of legislation and other features often thought to be so different in common and civil law systems. The book addresses this reassessment.

The volume covers most of the topics addressed and discussed during the Workshop INdAM "e;Recent advances in kinetic equations and applications"e;, which took place in Rome (Italy), from November 11th to November 15th, 2019. The volume contains results on kinetic equations for reactive and nonreactive mixtures and on collisional and noncollisional Vlasov equations for plasmas. Some contributions are devoted to the study of phase transition phenomena, kinetic problems with nontrivial boundary conditions and hierarchies of models. The book, addressed to researchers interested in the mathematical and numerical study of kinetic equations, provides an overview of recent advances in the field and future research directions.

This book provides a concise yet comprehensive resource on Diabetic Kidney Disease. Similar to the previous edition, the book reviews the most up-to-date research on diabetic nephropathy, the current understanding of its pathophysiology, renal structural alterations and clinical features, and summarizes recent evidence-based clinical treatment modalities for the prevention and management of diabetic kidney disease. General clinical aspects are also covered, as well as an overview to the novel approaches being designed by leading researchers in the field.A convenient compendium for physicians involved in the care of diabetic patients with varying degrees of kidney involvement, Diabetes and Kidney Disease, 2e is also a handy resource for medical residents and students interested in the current status and future approaches to reducing the burden of diabetes and diabetic kidney disease.

This proceedings volume provides a multifaceted perspective on the unprecedented crises generated by the global COVID-19 pandemic, and its ramifications for individuals, businesses, organizations, governments and systems in developing countries. Featuring selected papers from the 2020 Annual Griffiths School of Management and IT Conference (GSMAC), held in Oradea, Romania, this volume focuses on business, technological and ethical considerations in the process of navigating through a global crisis. It analyzes the effectiveness of different measures taken at individual, organizational and country level and outlines potential scenarios and solutions for the new post-crisis reality. Finally, the book provides diagnosis and recommendations for managerial practice in various industries impacted.