Univariate and multivariate multilevel models are used to understand how to design studies and analyze data in this comprehensive text distinguished by its variety of applications from the educational, behavioral, and social sciences. Basic and advanced models are developed from the multilevel regression (MLM) and latent variable (SEM) traditions within one unified analytic framework for investigating hierarchical data. The authors provide examples using each modeling approach and also explore situations where alternative approaches may be more appropriate, given the research goals. Numerous examples and exercises allow readers to test their understanding of the techniques presented. Changes to the new edition include: -The use of Mplus 7.2 for running the analyses including the input and data files at www.routledge.com/9781848725522. -Expanded discussion of MLM and SEM model-building that outlines the steps taken in the process, the relevant Mplus syntax, and tips on how to evaluate the models. -Expanded pedagogical program now with chapter objectives, boldfaced key terms, a glossary, and more tables and graphs to help students better understand key concepts and techniques. -Numerous, varied examples developed throughout which make this book appropriate for use in education, psychology, business, sociology, and the health sciences. -Expanded coverage of missing data problems in MLM using ML estimation and multiple imputation to provide currently-accepted solutions (Ch. 10). -New chapter on three-level univariate and multilevel multivariate MLM models provides greater options for investigating more complex theoretical relationships(Ch.4). -New chapter on MLM and SEM models with categorical outcomes facilitates the specification of multilevel models with observed and latent outcomes (Ch.8). -New chapter on multilevel and longitudinal mixture models provides readers with options for identifying emergent groups in hierarchical data (Ch.9). -New chapter on the utilization of sample weights, power analysis, and missing data provides guidance on technical issues of increasing concern for research publication (Ch.10). Ideal as a text for graduate courses on multilevel, longitudinal, latent variable modeling, multivariate statistics, or advanced quantitative techniques taught in psychology, business, education, health, and sociology, this book’s practical approach also appeals to researchers. Recommended prerequisites are introductory univariate and multivariate statistics.
Multilevel modelling is a data analysis method that is frequently used to investigate hierarchal data structures in educational, behavioural, health, and social sciences disciplines. Multilevel data analysis exploits data structures that cannot be adequately investigated using single-level analytic methods such as multiple regression, path analysis, and structural modelling. This text offers a comprehensive treatment of multilevel models for univariate and multivariate outcomes. It explores their similarities and differences and demonstrates why one model may be more appropriate than another, given the research objectives. New to this edition: An expanded focus on the nature of different types of multilevel data structures (e.g., cross-sectional, longitudinal, cross-classified, etc.) for addressing specific research goals; Varied modelling methods for examining longitudinal data including random-effect and fixed-effect approaches; Expanded coverage illustrating different model-building sequences and how to use results to identify possible model improvements; An expanded set of applied examples used throughout the text; Use of four different software packages (i.e., Mplus, R, SPSS, Stata), with selected examples of model-building input files included in the chapter appendices and a more complete set of files available online. This is an ideal text for graduate courses on multilevel, longitudinal, latent variable modelling, multivariate statistics, or advanced quantitative techniques taught in psychology, business, education, health, and sociology. Recommended prerequisites are introductory univariate and multivariate statistics.
With 15 national championships and a tradition of national achievement that dates back to the 1920s, the University of Alabama has secured its spot as one of the most successful athletic institutions in the history of American sports. Dating back to the days when university president Dr. George H. “Mike” Denny decided football would be the university’s ticket to national prominence, Alabama has produced some of the most legendary teams and players in the history of the game. Many of those legends have long since passed, but standouts such as Johnny Mack Brown, Dixie Howell, Don Huston, Pat Trammell, and Derrick Thomas remain alive and well in the hearts and minds of loyal Crimson Tide fans. The legends of Tide stars such as Joe Namath, Ken Stabler, Harry Gilmer, Johnny Musso, John Hannah, and Ozzie Newsome continue to grow with time. None of those legends stands taller than Paul “Bear” Bryant, the former Crimson Tide player who returned to Alabama as head coach in 1958 and built a dynasty that rivaled any in sports, pro, or college football. From Wallace Wade to Heisman Trophy–winner Mark Ingram, current coach Nick Saban, and all points in between, Legends of Alabama Football chronicles the coaches, players, and events that placed Crimson Tide football on the national sports landscape.
The first book to demonstrate how plants originally considered harmful to the environment actually restore Earth’s ecosystems and possess powerful healing properties • Explains how invasive plants enhance biodiversity, purify ecosystems, and revitalize the land • Provides a detailed look at the healing properties of 25 of the most common invasive plants Most of the invasive plant species under attack for disruption of local ecosystems in the United States are from Asia, where they play an important role in traditional healing. In opposition to the loud chorus of those clamoring for the eradication of all these plants that, to the casual observer, appear to be a threat to native flora, Timothy Scott shows how these opportunistic plants are restoring health to Earth’s ecosystems. Far less a threat to the environment than the cocktails of toxic pesticides used to control them, these invasive plants perform an essential ecological function that serves to heal both the land on which they grow and the human beings who live upon it. These plants remove toxic residues in the soil, providing detoxification properties that can help heal individuals. Invasive Plant Medicine demonstrates how these “invasives” restore natural balance and biodiversity to the environment and examines the powerful healing properties offered by 25 of the most common invasive plants growing in North America and Europe. Each plant examined includes a detailed description of its physiological actions and uses in traditional healing practices; tips on harvesting, preparation, and dosage; contraindications; and any possible side effects. This is the first book to explore invasive plants not only for their profound medical benefits but also with a deep ecological perspective that reveals how plant intelligence allows them to flourish wherever they grow.
Publisher's Note: Products purchased from 3rd Party sellers are not guaranteed by the Publisher for quality, authenticity, or access to any online entitlements included with the product. This exhaustively comprehensive edition of the classic Bonica’s Management of Pain, first published 65 years ago, expertly combines the scientific underpinnings of pain with clinical management. Completely revised, it discusses a wide variety of pain conditions—including neuropathic pain, pain due to cancer, and acute pain situations—for adults as well as children. An international group of the foremost experts provides comprehensive, current, clinically oriented coverage of the entire field. The contributors describe contemporary clinical practice and summarize the evidence that guides clinical practice.
The story of contemporary Ireland is inseparable from the story of the official republican movement, a story told here for the first time - from the clash between Catholic nationalist and socialist republicanism in the 1960s and '70s through the Workers' Party's eventual rejection of irredentism. A roll-call of influential personalities in the fields of politics, trade unionism and media - many still operating at the highest levels of Irish public life - passed though the ranks of this secretive movement, which never achieved its objectives but had a lasting influence on the landscape of Irish politics. 'A vibrant, balanced narrative' Diarmaid Ferriter, Irish Times Books of the Year 'An indispensable handbook' Maurice Hayes, Irish Times 'Hugely impressive' Irish Mail on Sunday 'Excellent' Sunday Business Post
The Mexican American boxer is one who leaves it all in the ring. They have been described as devastating punchers, fearless fighters, and tough competitors by boxing fans, sportswriters, and commentators alike. Mexican American boxers have long carried a reputation in boxing circles as being the ultimate crowd-pleasers. In continuing that tradition, the dramatic testimonies of seven distinct, valiant, and dashing warriors from the Golden State of California are presented here in intricate detail: Aurelio Herrera, Art Aragon, Mando Ramos, Bobby Chacon, "Yaqui" Lopez, Arturo Frias, and Oscar Muniz. By exposing new generations to their action-packed stories, new life is breathed into these talented and gifted boxers, ensuring their fighting spirit and heartfelt memories will never die. This volume salutes these pioneers of Mexican American boxing for opening the doors for today's boxers.
Revisits and updates WPA-funded archaeological research on key Oklahoma mound sites As part of Great Depression relief projects started in the 1930s, the Works Progress Administration (WPA) sponsored massive archaeological projects across Oklahoma. The WPA crews excavated eight mound sites and dozens of nonmound residential sites in the Arkansas River Valley that date between AD 1000 and 1450. These sites are considered the westernmost representations of Mississippian culture in the Southeast. The results of these excavations were documented in field journals and photographs prepared by the field supervisors and submitted in a series of quarterly reports to WPA headquarters. These reports contain a wealth of unpublished information summarizing excavations at the mound sites and residential sites, including mound profiles, burial descriptions, house maps, artifact tables, and artifact sketches. Of the excavated mound sites, results from only one, Spiro, have been extensively studied and synthesized in academic literature. The seven additional WPA-excavated mound sites—Norman, Hughes, Brackett, Eufaula, Skidgel, Reed, and Lillie Creek—are known to archaeologists outside of Oklahoma only as unlabeled points on maps of mound sites in the Southeast. The Ritual Landscape of Late Precontact Eastern Oklahoma curates and contextualizes the results of the WPA excavations, showing how they inform archaeological understanding of Mississippian occupation in the Arkansas Valley. Regnier, Hammerstedt, and Savage also relate the history and experiences of practicing archaeology in the 1930s, incorporating colorful excerpts from field journals of the young, inexperienced archaeologists. Finally, the authors update current knowledge of mound and nonmound sites in the region, providing an excellent example of historical archaeology.
This unique volume presents new understandings of the neurochemical nature of major depression, and how herbs and their constituent flavonoids and terpenes appear to address some of the mechanisms now thought to be involved. It explores how recent studies of the rapid antidepressant effects of ketamine inform neuroscientists about deep intracellular mechanisms of antidepressant action that have little to do with simple enhancement of monoaminergic activity. These mechanisms include actions on PI3K, Akt, mTOR, GSK3, BDNF, and other intracellular pathways. New theories of the pathophysiology underlying major depression, such as oxidative damage, inflammation, stress and insulin resistance are then explored. Key Features: Focuses on oxidative damage, inflammation, and metabolic syndrome. Explains that a significant percentage of people treated for major depression obtain little if any relief from standard antidepressant medications. These facts lead to discussion of herbs that can be used to treat major depression, as well as consideration of the scientific basis for how these herbs act. The antidepressant properties of 66 herbs are discussed, along with dosing and safety information.
The Land Run of 1889 and the oil boom in the early 20th century cemented Oklahoma's reputation as a place where fortunes could be made and lost seemingly overnight. In eastern Oklahoma, a group of men formed the Pocola Mining Company to loot the Spiro Mounds and make a fortune selling their finds. Their remarkable discovery was billed in newspapers as 'King Tut's Tomb in Oklahoma.' With only profit in mind, the looters gave little care to the archaeological value of their finds, allowing many valuable and perishable items to be destroyed. A handful of young archaeologists from the University of Oklahoma and crews of local men were left to salvage what they could at Spiro; their work was funded by relief money provided by the Works Progress Administration during the Great Depression. In three years, the team excavated dozens of sites in eastern Oklahoma. The photographs in this volume tell the story of the looting of Spiro and professional archaeological excavations in eastern Oklahoma.
Rutter’s Child and Adolescent Psychiatry has become an established and accepted textbook of child psychiatry. Now completely revised and updated, the fifth edition provides a coherent appraisal of the current state of the field to help trainee and practising clinicians in their daily work. It is distinctive in being both interdisciplinary and international, in its integration of science and clinical practice, and in its practical discussion of how researchers and practitioners need to think about conflicting or uncertain findings. This new edition now offers an entirely new section on conceptual approaches, and several new chapters, including: neurochemistry and basic pharmacology brain imaging health economics psychopathology in refugees and asylum seekers bipolar disorder attachment disorders statistical methods for clinicians This leading textbook provides an accurate and comprehensive account of current knowledge, through the integration of empirical findings with clinical experience and practice, and is essential reading for professionals working in the field of child and adolescent mental health, and clinicians working in general practice and community pediatric settings.
This book tackles the debate over nanotechnology's environmental health and safety (EHS) by thoroughly explaining EHS issues, financial implications, foreseeable risks (i.e. exposure, dose, hazards of nanomaterials), and the implications of occupational hygiene precautions and consumer protections. Real-world case studies are included, e.g. the discussion of a leading chemical company's unusual pairing with the USA's largest environmental NGO, and an innovative program designed for small- to mid-sized businesses, which became a model approach for proactive nanotechnology EHS risk management. - Considers the potential of nanotechnology from multiple perspectives (NGO, insurance industry, small business, etc) - Provides guidance and advice for appropriate, proactive risk management strategies - Reviews toxicological studies and industrial initiatives, documented with actual case studies - Of significant interest to CEOs/CTOs of technology companies (SMEs), Health and Safety officers of technology companies (SMEs), Government officials (HSE), Toxicology experts, and venture capitalists
This yearbook is the official guide to schools offering the International Baccalaureate Diploma, Middle Years and Primary Years programmes. It tells you where the schools are and what they offer, and provides up-to-date information about the IB programmes and the International Baccalaureate Organization.
Widely recognized as the gold standard reference in the field, Green's Operative Hand Surgery, 8th Edition, provides complete coverage of the surgical and nonsurgical management of the full range of upper extremity conditions. In a clearly written and well-illustrated format, it contains both foundational content for residents and fellows as well as new approaches, case-based controversies, and outcomes-based solutions for practitioners. Drs. Scott W. Wolfe, William C. Pederson, Scott H. Kozin, and Mark S Cohen, along with new, international contributing authors, provide expert perspectives and preferred methods for all aspects of today's hand, wrist, and elbow surgery. - Contains thoroughly revised and updated indications and techniques to treat the full spectrum of upper extremity disorders. - Highlights the latest advances and approaches, such as wide-awake local anesthesia no tourniquet (WALANT) hand surgery, nerve transfer techniques, tendon transfer and tendon avulsion repairs, skin grafting techniques, and more. - Offers nearly 140 innovative and high-resolution videos (99 are NEW) that provide real-life, step-by-step guidance on key procedures. - Provides state-of-the-art information on wrist arthritis, hand trauma, new arthroplasties, targeted muscle reinnervation, wrist instability surgeries, fracture management, rehabilitation, congenital disorders, orthotic interventions, and more. - Includes newly updated, high-resolution illustrations, images, and photos throughout. - Presents case-based controversies and unique solutions, plus current views on what works and what does not, based on recent science and outcome measures. - Enhanced eBook version included with purchase. Your enhanced eBook allows you to access all of the text, figures, and references from the book on a variety of devices.
This yearbook is the official guide to schools offering the International Baccalaureate Diploma, Middle Years and Primary Years programmes. It tells you where the schools are and what they offer, and provides up-to-date information about the IB programmes and the International Baccalaureate Organization.
Reflecting the developments in gas turbine combustion technology that have occurred in the last decade, Gas Turbine Combustion, Fourth Edition provides an up-to-date design manual and research reference on the design, manufacture, and operation of gas turbine combustors in applications ranging from aeronautical to power generation. Essentially self-contained, the book only requires a moderate amount of prior knowledge of physics and chemistry. New co-author Dr. Scott Samuelson, worked closely with Arthur Lefebvre, and has retained the readable, easy to follow approach of the original editions while updating the coverage of design, combustor performance, fuels, emissions, and other topics.
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