This textbook presents an introduction to generalized linear models, complete with real-world data sets and practice problems, making it applicable for both beginning and advanced students of applied statistics. Generalized linear models (GLMs) are powerful tools in applied statistics that extend the ideas of multiple linear regression and analysis of variance to include response variables that are not normally distributed. As such, GLMs can model a wide variety of data types including counts, proportions, and binary outcomes or positive quantities. The book is designed with the student in mind, making it suitable for self-study or a structured course. Beginning with an introduction to linear regression, the book also devotes time to advanced topics not typically included in introductory textbooks. It features chapter introductions and summaries, clear examples, and many practice problems, all carefully designed to balance theory and practice. The text also provides a working knowledge of applied statistical practice through the extensive use of R, which is integrated into the text. Other features include: • Advanced topics such as power variance functions, saddlepoint approximations, likelihood score tests, modified profile likelihood, small-dispersion asymptotics, and randomized quantile residuals • Nearly 100 data sets in the companion R package GLMsData • Examples that are cross-referenced to the companion data set, allowing readers to load the data and follow the analysis in their own R session
The first publication to outline the complex global story of human migration and dispersal throughout the whole of human prehistory. Utilizing archaeological, linguistic and biological evidence, Peter Bellwood traces the journeys of the earliest hunter-gatherer and agriculturalist migrants as critical elements in the evolution of human lifeways. The first volume to chart global human migration and population dispersal throughout the whole of human prehistory, in all regions of the world An archaeological odyssey that details the initial spread of early humans out of Africa approximately two million years ago, through the Ice Ages, and down to the continental and island migrations of agricultural populations within the past 10,000 years Employs archaeological, linguistic and biological evidence to demonstrate how migration has always been a vital and complex element in explaining the evolution of the human species Outlines how significant migrations have affected population diversity in every region of the world Clarifies the importance of the development of agriculture as a migratory imperative in later prehistory Fully referenced with detailed maps throughout
Making Sense of Mass Education provides a contemporary analysis of the ideas and issues that have traditionally dominated education research, challenging outdated preconceptions with fundamental theory and discussion. It takes a demythologising approach in assessing these issues and their relevance to schooling and education in Australia. This text examines the cultural context of education and the influence of external media and new technologies, and highlights the many forms of discrimination in education, including social class, race and gender. It looks at alternative approaches to education, including the repercussions of gathering data to measure school performance, and considers the intersection of ethics and philosophy in classroom teaching. The fourth edition expands on these issues with three new chapters: on sexuality, children's rights, and neoliberalism and the marketisation of education. Each chapter challenges and breaks down common myths surrounding these topics, encouraging pre-service teachers to think critically and reflect on their own beliefs.
How did the city-state of Athens defeat the invaders from Persia, the first world empire, on the plain of Marathon in 490 BCE? Clever scholars skeptical of our earliest surviving source, Herodotus, have produced one ingenious theory after another. In this stimulating new book, bound to provoke controversy, Peter Krentz argues that Herodotus was right after all. Beginning his analysis with the Athenians’ first formal contact with the Persians in 507 BCE, Krentz weaves together ancient evidence with travelers’ descriptions, archaeological discoveries, geological surveys, and the experiences of modern reenactors and soldiers to tell his story. Krentz argues that before Marathon the Athenian army fought in a much less organized way than the standard view of the hoplite phalanx suggests: as an irregularly armed mob rather than a disciplined formation of identically equipped infantry. At Marathon the Athenians equipped all their fighters, including archers and horsemen, as hoplites for the first time. Because their equipment weighed only half as much as is usually thought, the Athenians and their Plataean allies could charge almost a mile at a run, as Herodotus says they did. Krentz improves on this account in Herodotus by showing why the Athenians wanted to do such a risky thing.
The tropical oceans play important roles in the global climate system through ocean transports of heat and freshwater as well as ocean–atmosphere interactions. The developments in observational networks during recent decades have helped us to quantify the strength and variability of most of the ocean general circulations responsible for the transports. Those are discussed in detail in individual sections covering each tropical basin separately with a special emphasis on recent research results. Shallow overturning cells observed in all three tropical basins as well as the deep Atlantic meridional overturning circulation are such examples that are linked to ocean and climate variations on multiple timescales. In addition, tropical ocean–atmosphere interactions associated with oceanic planetary waves cause large-scale climate variations such as El Niño/Southern Oscillation (ENSO), Indian Ocean Dipole, Atlantic Niño, and ENSO Modoki. Recent advances in numerical modeling augmented by in situ and satellite observations are helping the research community to understand ocean process and to predict associated climate variations on seasonal to longer timescales.
Humanity's ability to produce enough food is mostly due to adoption of new methods and technologies by the agricultural industries as they became available. New information, communication and high speed processing and precision agriculture technologies have the potential to transform the agricultural industry. These technologies incorporate radio-frequency and microwave radiation into their systems. This book presents an overview of how these technologies are being used in agricultural systems. The main purpose of the book is to provide a glimpse of what is possible and encourage practitioners in the engineering and agricultural industries to explore how radio-frequency and microwave systems might further enhance the agricultural industry. The authors have extensive experience in agricultural and microwave engineering, instrumentation and communication systems.
Provides an invaluable distillation of key topics in forensic medicine for undergraduate, masters, and postgraduate students Essential Forensic Medicine covers the broad area of the forensic medical sciences, delivering core knowledge in the biomedical sciences, and the law and ethics surrounding them. Concise, accessible chapters cover a wide range of topics from basic forensic identification and examination techniques to forensic toxicology and psychiatry. Written by internationally-recognized experts in the field, this authoritative guide offers complete chapter coverage of the legal system, courts, and witnesses; investigation of the deceased and their lawful disposal; and the duties of a registered medical practitioner and the General Medical Council. It instructs readers on the general principles of scene examination and the medico-legal autopsy including how to interpret the many kinds of injuries one can suffer—including those from blunt impact and sharp force, firearms and explosives, asphyxia and drowning. Further chapters cover sexual offences, child abuse, and using DNA in human identification, mental health, alcohol and drug abuse. A fresh, accessible, up to date textbook on forensic medicine Written by a well-known experts with decades of experience in the field Includes numerous figures and tables, and detailed lists of key information Features numerous case studies to reinforce key concepts and ideas explored within the book Helps students to prepare for examinations and enables practitioners to broaden their understanding of the discipline Part of the “Essential Forensic Science” series, Essential Forensic Medicine is a highly useful guide for advanced undergraduate students, master’s students, and new practitioners to the field.
School superintendents, business managers, central office leaders, elected officials, industry leaders, educators, and aspiring practitioners in the field of education will find this book a useful resource in understanding innovative ways to stretch limited school resources or to improve the scope and quality of services and programs offered to deserving students. Approaching educational entrepreneurship by leveraging public and private partnerships is the primary focus throughout the book. Where available, real-world examples from school districts across the country are presented to provide the reader with ideas to consider and potentially emulate. Appreciating that there are innumerable ways for school leadership to pursue entrepreneurialism, chapters that represent a wide cross-section of common areas of educational practice were selected for inclusion. It should not be surprising, then, that such topics as curriculum development, educational technology, cooperative purchasing, higher education relationships, grant writing, foundation planning, and special education service delivery were all examined as potential public-private partnership opportunities. Improving schools in the twenty-first century will require new ways of approaching age-old challenges, not the least of which centers on increasingly scarce public funding. In response, the authors invite all readers to join the quest of applying the principles of entrepreneurship to schools to make them even stronger for the next generation.
Since its foundation in 1995, the World Trade Organization, with its extensive legal provisions, has been defining the world trade relations and also had an enormous impact on both European and national economic law. At the same time, the WTO is perceived within the political discussion as a symbol for the world trade relations as a whole, the challenges of globalization and justice of the world trade order. Due to the expansion, consolidation and the increased enforcement of its rules, the relevance of the World Trade Organization will continue to increase. This book describes the institutional system, the basic principles and the vast variety of rules of the World Trade Organization. It aims at clarifying the structures and the general concepts, in order to enable the reader to get a better understanding of the issues at stake in many of the discussions and controversies on world trade.
Incorporating research findings over the last twenty years, First Islanders examines the human prehistory of Island Southeast Asia. This fascinating story is explored from a broad swathe of multidisciplinary perspectives and pays close attention to migration in the period dating from 1.5 million years ago to the development of Indic kingdoms late in the first millennium CE.
American Cancer Society Atlas of Clinical Oncology ACS Adult Leukemias Adult Leukemias summarizes advances in leukemia biology and treatment. It discusses the most successful treatments currently available and examines the remaining obstacles to a cure. Dr. Wiernik’s team at New York Medical College has done seminal work in ......
Sociology of Religion: Contemporary Developments charts changes in the sociology of religion without ignoring the continuing relevance of Weber, Durkheim, and Marx. Veteran sociologists Christiano, Swatos, and Kivisto address both the foundations and the profound changes in the field, placing new conceptions against their historical background. Charts, pictures, down-to-earth examples, and a readable style keep the history and new developments within the reach of undergraduates. Instructors who want to give their students a current and comprehensive overview of the field should take a look at Sociology of Religion: Contemporary Developments. Visit our website for sample chapters!
Although they are relative latecomers on the evolutionary scene, having emerged only 135?170 million years ago, angiosperms—or flowering plants—are the most diverse and species-rich group of seed-producing land plants, comprising more than 15,000 genera and over 350,000 species. Not only are they a model group for studying the patterns and processes of evolutionary diversification, they also play major roles in our economy, diet, and courtship rituals, producing our fruits, legumes, and grains, not to mention the flowers in our Valentine’s bouquets. They are also crucial ecologically, dominating most terrestrial and some aquatic landscapes. This fully revised edition of Phylogeny and Evolution of the Angiosperms provides an up-to-date, comprehensive overview of the evolution of and relationships among these vital plants. Incorporating molecular phylogenetics with morphological, chemical, developmental, and paleobotanical data, as well as presenting a more detailed account of early angiosperm fossils and important fossil information for each evolutionary branch of the angiosperms, the new edition integrates fossil evidence into a robust phylogenetic framework. Featuring a wealth of new color images, this highly synthetic work further reevaluates long-held evolutionary hypotheses related to flowering plants and will be an essential reference for botanists, plant systematists, and evolutionary biologists alike.
2008 NOMINEE The Council on Botanical and Horticultural Libraries Annual Award for a Significant Work in Botanical or Horticultural Literature From medicinal, industrial, and culinary uses to cutting-edge laboratory techniques in modern research and plant conservation strategies, Natural Products from Plants
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