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.
This book demonstrates how to use multilevel and longitudinal modeling techniques available in the IBM SPSS mixed-effects program (MIXED). Annotated screen shots provide readers with a step-by-step understanding of each technique and navigating the program. Readers learn how to set up, run, and interpret a variety of models. Diagnostic tools, data management issues, and related graphics are introduced throughout. Annotated syntax is also available for those who prefer this approach. Extended examples illustrate the logic of model development to show readers the rationale of the research questions and the steps around which the analyses are structured. The data used in the text and syntax examples are available at www.routledge.com/9780415817110. Highlights of the new edition include: Updated throughout to reflect IBM SPSS Version 21. Further coverage of growth trajectories, coding time-related variables, covariance structures, individual change and longitudinal experimental designs (Ch.5). Extended discussion of other types of research designs for examining change (e.g., regression discontinuity, quasi-experimental) over time (Ch.6). New examples specifying multiple latent constructs and parallel growth processes (Ch. 7). Discussion of alternatives for dealing with missing data and the use of sample weights within multilevel data structures (Ch.1). The book opens with the conceptual and methodological issues associated with multilevel and longitudinal modeling, followed by a discussion of SPSS data management techniques which facilitate working with multilevel, longitudinal, and cross-classified data sets. Chapters 3 and 4 introduce the basics of multilevel modeling: developing a multilevel model, interpreting output, and trouble-shooting common programming and modeling problems. Models for investigating individual and organizational change are presented in chapters 5 and 6, followed by models with multivariate outcomes in chapter 7. Chapter 8 provides an illustration of multilevel models with cross-classified data structures. The book concludes with ways to expand on the various multilevel and longitudinal modeling techniques and issues when conducting multilevel analyses. It's ideal for courses on multilevel and longitudinal modeling, multivariate statistics, and research design taught in education, psychology, business, and sociology.
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.
“Emphasize[s] the role of Winfield Scott Hancock . . . [and] the Second Corps in plugging the gap and saving the day for the Union.” —Gettysburg Magazine On the afternoon of July 2, 1863, Lt. Gen. James Longstreet struck the Union left flank with a massive blow that collapsed Dan Sickles’ advanced position in the Peach Orchard and rolled northward, tearing open a large gap in the center of the Federal line on Cemetery Ridge. Fresh Confederates from A. P. Hill’s Corps advanced toward the mile-wide breach, where Southern success would split the Army of the Potomac in two. The fate of the Battle of Gettysburg hung in the balance. Despite the importance of the position, surprisingly few Union troops were available to defend Cemetery Ridge. Major General Winfield S. Hancock’s veteran Second Corps had been whittled from three divisions to less than one after Gibbon’s division was sucked into earlier fighting and Caldwell’s command was shattered in the Wheatfield. With little time and few men, Hancock determined to plug the yawning gap. Reprising Horatio at the Bridge, the gallant commander cobbled together various commands and refused to yield the precious acres in Plum Run ravine. The swirling seesaw fighting lasted for hours and included hand-to-hand combat and personal heroics of which legends are made. The Second Day at Gettysburg expands on David Shultz and David Wieck’s critically acclaimed earlier work The Battle Between the Farm Lanes. This completely revised and expanded study, which includes new photographs, original maps, and a self-guided tour of the fighting, is grounded in extensive research and unmatched personal knowledge of the terrain.
Did Jesus speak Greek? An affirmative answer to the question will no doubt challenge traditional presuppositions. The question relates directly to the historical preservation of Jesus's words and theology. Traditionally, the authenticity of Jesus's teaching has been linked to the recovery of the original Aramaic that presumably underlies the Gospels. The Aramaic Hypothesis infers that the Gospels represent theological expansions, religious propaganda, or blatant distortions of Jesus's teachings. Consequently, uncovering the original Aramaic of Jesus's teachings will separate the historical Jesus from the mythical personality. G. Scott Gleaves, in Did Jesus Speak Greek?, contends that the Aramaic Hypothesis is inadequate as an exclusive criterion of historical Jesus studies and does not aptly take into consideration the multilingual culture of first-century Palestine. Evidence from archaeological, literary, and biblical data demonstrates Greek linguistic dominance in Roman Palestine during the first century CE. Such preponderance of evidence leads not only to the conclusion that Jesus and his disciples spoke Greek but also to the recognition that the Greek New Testament generally and the Gospel of Matthew in particular were original compositions and not translations of underlying Aramaic sources.
This book presents a framework to reconceptualize internet governance and better manage cyber attacks. It examines the potential of polycentric regulation to increase accountability through bottom-up action. It also provides a synthesis of the current state of cybersecurity research, bringing features of cyber attacks to light and comparing and contrasting the threat to all relevant stakeholders. Throughout the book, cybersecurity is treated holistically, covering issues in law, science, economics and politics. This interdisciplinary approach is an exemplar of how strategies from different disciplines as well as the private and public sectors may cross-pollinate to enhance cybersecurity. Case studies and examples illustrate what is at stake and identify best practices. The book discusses technical issues of Internet governance and cybersecurity while presenting the material in an informal, straightforward manner. The book is designed to inform readers about the interplay of Internet governance and cybersecurity and the potential of polycentric regulation to help foster cyber peace.
Dead men tell no tales, and the soldiers who rode and died with George Armstrong Custer at the Battle of the Little Bighorn have been silent statistics for more than a hundred years. By blending historical sources, archaeological evidence, and painstaking analysis of the skeletal remains, Douglas D. Scott, P. Willey, and Melissa A. Connor reconstruct biographies of many of the individual soldiers, identifying age, height, possible race, state of health, and the specific way each died. They also link reactions to the battle over the years to shifts in American views regarding the appropriate treatment of the dead.
Throughout the western classical tradition, composers have influenced and been influenced by their students and teachers. Many musicians frequently add to their personal acclaim by naming their teachers and the lineage through which they were taught. Until now, the relationships between composers have remained uncataloged and understudied, but with enough research, it is possible to document entire schools of composition. Composer Genealogies: A Compendium of Composers, Their Teachers, and Their Students is the first volume to gather the genealogies of more than seventeen thousand classical composers in a single volume. Functioning as its own fully cross-referenced index, this volume lists composers and their dates, followed by their teachers and notable students. A short introduction presents the parameters by which composers were selected and provides a survey of the literature available for further study. Gathering records and information from reference books, university websites, obituaries, articles, composers’ websites, and even direct contact with some composers, Pfitzinger creates a valuable resource for music researchers, composers, and performers.
Modified format genealogy tracing more than 10 generations of the descendants of George Bigbie, who lived in Tidewater Virginia in the early 1700s. Traces at nearly a dozen distinct family lines in Virginia, Ohio, Tennessee, Missouri, Arkansas, Oklahoma, South Carolina and Texas, and includes families with surname spelling variants Bigbee, Bigby, Bigbey, and others. Introduction includes a short essay on the probable origins of the Bigbie name. 172 + v pages, 1200-name personal name index, full footnotes, plus maps, photographs and black and white illustrations. This is a revised and enlarged edition of Volume 1 of the same title published in 1994 and 2010.
In this book, the author provides an hour-by-hour tactical history of the battle, beginning before dawn on September 17 and concluding with the immediate aftermath of the battle, including General McClellan's fateful decision to not pursue Lee's retreating forces back across the Potomac to Virginia. But this is not only an operational history of Antietam: the author also offers the reader insight into the experiences of enlisted soldiers, the terror of the fighting itself, and the emotional aftermath for those who survived"--
In the years leading up to the Civil War, southern evangelical denominations moved from the fringes to the mainstream of the American South. Scott Stephan argues that female Baptists, Methodists, and Presbyterians played a crucial role in this transformation. While other scholars have pursued studies of southern evangelicalism in the context of churches, meetinghouses, and revivals, Stephan looks at the domestic rituals over which southern women had increasing authority-from consecrating newborns to God's care to ushering dying kin through life's final stages. Laymen and clergymen alike celebrated the contributions of these pious women to the experience and expansion of evangelicalism across the South. This acknowledged domestic authority allowed some women to take on more public roles in the conversion and education of southern youth within churches and academies, although always in the name of family and always cloaked in the language of Christian self-abnegation. At the same time, however, women's work in the name of domestic devotion often put them at odds with slaves, children, or husbands in their households who failed to meet their religious expectations and thereby jeopardized evangelical hopes of heavenly reunification of the family. Stephan uses the journals and correspondence of evangelical women from across the South to understand the interconnectedness of women's personal, family, and public piety. Rather than seeing evangelical women as entirely oppressed or resigned to the limits of their position in a patriarchal slave society, Stephan seeks to capture a sense of what agency was available to women through their moral authority.
Harrisburg served as a refuge and passageway for many African Americans fleeing the South via the Underground Railroad and moving north in search of freedom and a better way of life. African Americans of Harrisburg opens the door to this culturally diverse city of the wealthy, middle class, and poor with every possible race, religion, ethnicity, and lifestyle, which makes the fabric of the community so rich.
Any alteration of the natural processes occurring on a piece of land will have expected as well as unanticipated effects, and those effects have little regard for arbitrary human boundaries. Consequently, it is not enough for land managers to consider only how they might maintain the parcels for which they are responsible; they must also anticipate
This will be the first book to attempt to take a 'holistic' approach to security in the Commons (outer space, the atmosphere, the oceans, cyberspace, etc) in that it examines in detail each domain of the commons, identifying and assessing the current and future threats to free international access to the domain.
With updated content and new expert contributors, A Practical Approach to Transesophageal Echocardiography, Fourth Editionis every clinician’s go-to reference for TEE skill-building. The book is written concisely, so you can quickly digest and apply critical information in a real clinical setting. Numerous figures throughout each chapter and hundreds of video clips on the eBook paint an important visual picture, illuminating the textual explanations and instructions.
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