Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors—all leaders in the statistics community—introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examples drawn from real applications and research emphasize the use of Bayesian inference in practice. New to the Third Edition Four new chapters on nonparametric modeling Coverage of weakly informative priors and boundary-avoiding priors Updated discussion of cross-validation and predictive information criteria Improved convergence monitoring and effective sample size calculations for iterative simulation Presentations of Hamiltonian Monte Carlo, variational Bayes, and expectation propagation New and revised software code The book can be used in three different ways. For undergraduate students, it introduces Bayesian inference starting from first principles. For graduate students, the text presents effective current approaches to Bayesian modeling and computation in statistics and related fields. For researchers, it provides an assortment of Bayesian methods in applied statistics. Additional materials, including data sets used in the examples, solutions to selected exercises, and software instructions, are available on the book’s web page.
Endothelial cells are early targets of radiation injury. Because these cells are tissues easily damaged by radiation, if we can understand the causes of radiation injury, then normal cells can be well protected and tumors can be destroyed. The Radiation Biology of the Vascular Endothelium brings together expert reviews on the biology and radiobiology of the vasculature, with emphasis on the endothelial cell component of blood vessels. The book covers both the basic aspects of endothelial cell biology and the practical consequences of this for the oncologist, with special reference to the radiation oncologist. After reading The Radiation Biology of the Vascular Endothelium, no clinical or experimental oncologist should be able to ignore the intimate relationship between tumor and normal tissue cells and endothelial cells that form the barrier to, and are the bearers of, essential nutrient supplies.
Expanding and building on the measures included in the original 1994 volume, Communication Research Measures II: A Sourcebook provides new measures in mass, interpersonal, instructional, and group/organizational communication areas, and highlights work in newer subdisciplines in communication, including intercultural, family, and health. It also includes measures from outside the communication discipline that have been employed in communication research. The measures profiled here are "the best of the best" from the early 1990s through today. They are models for future scale development as well as tools for the trade, and they constitute the main tools that researchers can use for self-administered measurement of people's attitudes, conceptions of themselves, and perceptions of others. The focus is on up-to-date measures and the most recent scales and indexes used to assess communication variables. Providing suggestions for measurement of concepts of interest to researchers; inspiring students to consider research directions not considered previously; and supplying models for scale developers to follow in terms of the work necessary to produce a valid and reliable measurement instrument in the discipline, the authors of this key resource have developed a significant contribution toward improving measurement and providing measures for better science.
The Ethical Educator: Pointers & Pitfalls for School Administrators is an accessible, nuts-and-bolts resource for education leaders at the school and district levels as they confront difficult ethical situations in their day-to-day work. The book features 100 real-life cases drawn from School Administrator magazine’s Ethical Educator column over the past ten years. The dilemmas encompass numerous aspects of administration, from First Amendment and religious liberty issues to personnel and board relations. Every case provides an opportunity for the reader to consider how they might handle a similar situation and to reflect on the perspectives of experienced administrators who explain how they would address the dilemma. Each chapter begins with a down-to-earth introduction by a nationally recognized school district attorney, who touches on relevant legal parameters and case law. Making ethical decisions tests us as administrators, for those decisions set precedents that shape how others perceive our ethical judgment and, in turn, the ethical identity of the school or district. The Ethical Educator: Pointers & Pitfalls for School Administrators will help the reader become a more effective education administrator, a more courageous leader of a school organization, and simply a human being with a greater sense of ethical alignment and purpose.
With recent advances in computing power and the widespread availability of preference, perception and choice data, such as public opinion surveys and legislative voting, the empirical estimation of spatial models using scaling and ideal point estimation methods has never been more accessible.The second edition of Analyzing Spatial Models of Choice and Judgment demonstrates how to estimate and interpret spatial models with a variety of methods using the open-source programming language R. Requiring only basic knowledge of R, the book enables social science researchers to apply the methods to their own data. Also suitable for experienced methodologists, it presents the latest methods for modeling the distances between points. The authors explain the basic theory behind empirical spatial models, then illustrate the estimation technique behind implementing each method, exploring the advantages and limitations while providing visualizations to understand the results. This second edition updates and expands the methods and software discussed in the first edition, including new coverage of methods for ordinal data and anchoring vignettes in surveys, as well as an entire chapter dedicated to Bayesian methods. The second edition is made easier to use by the inclusion of an R package, which provides all data and functions used in the book. David A. Armstrong II is Canada Research Chair in Political Methodology and Associate Professor of Political Science at Western University. His research interests include measurement, Democracy and state repressive action. Ryan Bakker is Reader in Comparative Politics at the University of Essex. His research interests include applied Bayesian modeling, measurement, Western European politics, and EU politics. Royce Carroll is Professor in Comparative Politics at the University of Essex. His research focuses on measurement of ideology and the comparative politics of legislatures and political parties. Christopher Hare is Assistant Professor in Political Science at the University of California, Davis. His research focuses on ideology and voting behavior in US politics, political polarization, and measurement. Keith T. Poole is Philip H. Alston Jr. Distinguished Professor of Political Science at the University of Georgia. His research interests include methodology, US political-economic history, economic growth and entrepreneurship. Howard Rosenthal is Professor of Politics at NYU and Roger Williams Straus Professor of Social Sciences, Emeritus, at Princeton. Rosenthal’s research focuses on political economy, American politics and methodology.
More than $3 billion is spent annually on homeland security. New threats and vulnerabilities are identified on virtually a daily basis. The McGraw-Hill Homeland Security Handbook provides first responders, security professionals, and students with a fundamental and definitive overview of critical homeland security issues. This first all-in-one reference features review and assessment of myriad homeland security risks, along with insights, strategies, and practical advice for working successfully in the new threat environment. A team of more than 70 experts supplies chapters covering terrorist tactics, intra-government coordination of information, behavioral pattern recognition, aviation and maritime passenger and cargo security, new rules for securing cyberspace, roles of media and private individuals, and more. Homeland security is the fastest-growing training market in the United States The Handbook has a large and immediate built-in market, from law enforcement EMT, and fire departments to security professionals and students The United States has more than four million professionals classified as first responders
Featuring a foreword by Michael Chertoff, former Secretary of Homeland Security, The McGraw-Hill Homeland Security Handbook, 2e is the one-stop guide for any professional or student involved in counterterrorism, homeland security, business continuity, or disaster risk management. This indispensable book provides government officials, corporate risk managers, business and security executives, first responders, and all homeland security and emergency prepared-ness professionals with a wide-ranging and definitive overview of critical homeland security issues. The handbook addresses virtually every aspect of homeland security, including terrorism motivated by radical Islamist extremism; transportation and infrastructure protection; community and business resilience; intelligence and information; and the roles of business, academia, science, and the private sector in confronting terrorism and natural disasters. Enriched with the insight and knowledge of renowned national and international experts—from senators and captains of industry to key figures in intelligence, military affairs, diplomacy, international organizations, and academia—this peerless guide offers prescriptive strategies and guidance to help security professionals more effectively manage the risk of terrorism and prepare for and respond to natural disasters. Conveniently organized into thematic sections, The McGraw-Hill Homeland Security Handbook covers: Terrorist and Criminal Threats Policy, Governance, and Legal Responses Interoperability, Information Sharing, and Collaboration Risk Management, Decision Making, and Communication Protecting Critical Infrastructure Disaster Preparedness and Emergency Management Private Sector Security and Resilience Thinking, Education, and Training Science and Technology Civil Liberties and Other Legal Issues International Challenges and Approaches The McGraw-Hill Homeland Security Handbook synthesizes the latest information with unmatched scope and detail and discusses what governments, businesses, and citizens must do to manage the risk of disasters and counter evolving threats.
More than $3 billion is spent annually on homeland security. New threats and vulnerabilities are identified on virtually a daily basis. The McGraw-Hill Homeland Security Handbook provides first responders, security professionals, and students with a fundamental and definitive overview of critical homeland security issues. This first all-in-one reference features review and assessment of myriad homeland security risks, along with insights, strategies, and practical advice for working successfully in the new threat environment. A team of more than 70 experts supplies chapters covering terrorist tactics, intra-government coordination of information, behavioral pattern recognition, aviation and maritime passenger and cargo security, new rules for securing cyberspace, roles of media and private individuals, and more.
The European Mosaic is an up-to-date introduction to all aspects of the politics, economics, culture and recent history of the European Union in particular and Europe in general. The European Mosaic effectively familiarizes students with EU issues that are currently in the news and likely to remain so for the foreseeable future. It is a clear and accessible introduction to the European polity. Its strongly interdisciplinary focus provides a multidimensional understanding of contemporary Europe, of the process of European integration, and of the dynamics of the European Union. Suitable for undergrduate courses in European politics.
Modern Methods for Evaluating Your Social Science Data With recent advances in computing power and the widespread availability of political choice data, such as legislative roll call and public opinion survey data, the empirical estimation of spatial models has never been easier or more popular. Analyzing Spatial Models of Choice and Judgment with R demonstrates how to estimate and interpret spatial models using a variety of methods with the popular, open-source programming language R. Requiring basic knowledge of R, the book enables researchers to apply the methods to their own data. Also suitable for expert methodologists, it presents the latest methods for modeling the distances between points—not the locations of the points themselves. This distinction has important implications for understanding scaling results, particularly how uncertainty spreads throughout the entire point configuration and how results are identified. In each chapter, the authors explain the basic theory behind the spatial model, then illustrate the estimation techniques and explore their historical development, and finally discuss the advantages and limitations of the methods. They also demonstrate step by step how to implement each method using R with actual datasets. The R code and datasets are available on the book’s website.
Based on the collective wisdom of dozens of experts in stress management, thisbook will help anyone who feels hemmed in by work demands, family responsibilities, or financial difficulties. Includes special sections on back pain, panic attacks, colitis, headaches, fatigue, and other stress-related ailments.
A complete board examination review for neurocritical care – enhanced by more than 800 Q&A The NeuroICU Board Review is a comprehensive board exam and curriculum review for the emerging specialty of neurocritical care. It delivers a through overview of neurological disease states (pathology, pathophysiology, and therapy), neurosurgery, and critical care medicine (including medical, surgical, cardiac, and cardiothoracic critical care), along with important topics such as neuromonitoring, neurosurgical emergencies, neuropharmacology, and neurosurgical post-operative care. This powerful review also includes clinical scenarios and more than 800 questions and answers with detailed answer explanations, with accompanying images, illustrations, tables, and detailed references. • Developed for residents and practicing physicians preparing to take certifying board exams in Neurocritical Care, Surgical Critical Care, and Neurological Surgery • More than 800 Q&A with detailed answer explanations • Clinical scenarios show readers how to apply principles to real-world cases
This complete guide presents the information needed to avoid, fight, or adapt to stress of all kinds, from everyday hassles to once in a lifetime traumas. Mental health professionals give practical suggestions to cope with the gamut of stressful emotions.
The professional world calls it networking. The Christian world calls it bonding and mentoring. Regardless of what you call it, the easy-to-use strategies in this book will show you how you can have a greater impact for God when you strengthen and deepen relationships.
No textbook communicates the basics of statistical analysis to liberal arts students as effectively as the bestselling Statistics: Concepts and Controversies (SCC). And no text makes it easier for these students to understand and talk about statistical claims they encounter in commercials, campaigns, the media, sports, and elsewhere in their lives. The new edition offers SCC’s signature combination of engaging cases, real-life examples and exercises, helpful pedagogy, rich full-color design, and innovative media learning tools, all significantly updated.
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