Factor Analysis and Dimension Reduction in R provides coverage, with worked examples, of a large number of dimension reduction procedures along with model performance metrics to compare them. Factor analysis in the form of principal components analysis (PCA) or principal factor analysis (PFA) is familiar to most social scientists. However, what is less familiar is understanding that factor analysis is a subset of the more general statistical family of dimension reduction methods.

Data Analytics for the Social Sciences is an introductory, graduate-level treatment of data analytics for social science. It features applications in the R language, arguably the fastest growing and leading statistical tool for researchers.The book starts with an ethics chapter on the uses and potential abuses of data analytics. Chapters 2 and 3 show how to implement a broad range of statistical procedures in R. Chapters 4 and 5 deal with regression and classification tree...

"Describes the quantitative research process--framing analytical questions, developing a comprehensive outline, providing a roadmap for the reader, and accessing indispensable computer and program tools. Supplies end-of-chapter checklists, extensive examples, and biobliographies."

Multilevel Modeling: Applications in STATA®, IBM® SPSS®, SAS®, R & HLM™ provides a gentle, hands-on illustration of the most common types of multilevel modeling software, offering instructors multiple software resources for their students and an applications-based foundation for teaching multilevel modeling in the social sciences. Author G. David Garson’s step-by-step instructions for software walk readers through each package. The instructions for the different platforms ...

A revolution in American medicine is in full swing, with the race from fee-for-service to fee-for-value at the front line in an epic battle that will transform healthcare delivery for decades to come. In America’s Healthcare Transformation, eminent physician leader Robert A. Phillips brings together key thought leaders and trail-blazing practitioners, who provide a wide-ranging exploration of the strategies, innovations, and paradigm shifts that are driving this healthcare transfo...

Includes more than 70 illustrations of the finds, places and locations in Ethiopia and Abyssinia."THE FOLLOWING PAGES stand as a record of a four months' journey, which my wife and I made in Abyssinia at the beginning of this year; Aksum, the sacred city of the Ethiopians, and the ancient capital of the country, being the object towards which our steps were directed.The impressions of inscriptions which we took, and the photographs of the ruins, now place the Sabæans of Arabi...

A classic battle of the sexes and a court room farce, this peerlessly witty examination of husband and wife attorneys was first crafted for Spencer Tracy and Katharine Hepburn. Commissioned by L.A. Theatre Works, David Rambo includes never-before-heard original material in this adaptation of the Oscar-nominated screenplay by Garson Kanin and Ruth Gordon.An L.A. Theatre Works full-cast performance featuring Adam Arkin, Anne DeSalvo, Paul Eiding, Mary Pat Gleason, Annabelle Gurwitch,...

Organizational Behavior and Public Management reveals how organizational behavior enables managers to direct resources that advance the programs and policies of public and government. This edition offers a public sector perspective of core topics, such as communication, decision-making, leadership, management ethics, motivation, organizational change, participation and performance appraisal. Contemporary Psychology called this book "skillful and comprehensive…There is a need for a text lik...

Delivering IT projects on time and within budget, while maintaining privacy, security, and accountability, remains one of the major public challenges of our time. In the four short years since the publication of the second edition of the Handbook of Public Information Systems, the field of public information systems has continued to evolve. This ev

Hierarchical Linear Modeling provides a brief, easy-to-read guide to implementing hierarchical linear modeling using three leading software platforms, followed by a set of original "how-to" application articles following a standardized instructional format. The Guide portion consists of five chapters that provide an overview of HLM, discussion of methodological assumptions, and parallel worked model examples in SPSS, SAS, and HLM software. The Applications portion consists...