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Abstract/Sommario: This book unifies and extends latent variable models, including multilevel or generalized linear mixed models, longitudinal or panel models, item response or factor models, latent class or finite mixture models, and structural equation models. Following a gentle introduction to latent variable modeling, the authors clearly explain and contrast a wide range of estimation and prediction methods from biostatistics, psychometrics, econometrics, and statistics. They present exciting and rea ...; [Leggi tutto...] This book unifies and extends latent variable models, including multilevel or generalized linear mixed models, longitudinal or panel models, item response or factor models, latent class or finite mixture models, and structural equation models. Following a gentle introduction to latent variable modeling, the authors clearly explain and contrast a wide range of estimation and prediction methods from biostatistics, psychometrics, econometrics, and statistics. They present exciting and realistic applications that demonstrate how researchers can use latent variable modeling to solve concrete problems in areas as diverse as medicine, economics, and psychology. The examples considered include many nonstandard response types, such as ordinal, nominal, count, and survival data. Joint modeling of mixed responses, such as survival and longitudinal data, is also illustrated.

Abstract/Sommario: As the world becomes more interdependent, and economies struggle, global philanthropy continues to increase. More than that, nonprofits are taking up roles that have traditionally been filled by the government—including social welfare, healthcare, and human rights. Global Fundraising provides complete coverage of the implications of this growth for nonprofit culture and how it drives changes in fundraising practices.

Abstract/Sommario: The effects of globalization have long been dealt with in terms of economic and technological consequences, but what about the influence on education? Though still not a precise concept, what we understand as “globalization” is bringing forth numerous and profound changes in the economic, cultural, and political life of nations. With increased opportunities for interaction and learning, education around the world is rapidly becoming transformed. The essays contained in this comprehensi ...; [Leggi tutto...] The effects of globalization have long been dealt with in terms of economic and technological consequences, but what about the influence on education? Though still not a precise concept, what we understand as “globalization” is bringing forth numerous and profound changes in the economic, cultural, and political life of nations. With increased opportunities for interaction and learning, education around the world is rapidly becoming transformed. The essays contained in this comprehensive yet readable book, strive to provide a thorough examination of the impact these changes are having on how education is defined, whom it serves, and how it is assessed around the world.

Abstract/Sommario: In this comprehensive overview of current research, theories, and models related to the globalization of educationt the author introduces readers to the processes, institutions, and forces by which schooling has been globalized, and examines the impact of these forces on schooling in local contexts.

Abstract/Sommario: Providing a theoretical and empirical foundation in governance networks, the book offers a conceptual framework for describing governance networks and provides a holistic way to conceive their construction. The text details the skills and functions of public administrators in the context of networked relationships and presents the theoretical foundations to analyze governance networks. It identifies the reforms and trends in governing that led to governance networks, explains the roles ...; [Leggi tutto...] Providing a theoretical and empirical foundation in governance networks, the book offers a conceptual framework for describing governance networks and provides a holistic way to conceive their construction. The text details the skills and functions of public administrators in the context of networked relationships and presents the theoretical foundations to analyze governance networks. It identifies the reforms and trends in governing that led to governance networks, explains the roles that various actors take on through networked relationships, highlights the challenges involved in the failure of networked activities, and illustrates how policy tools are mobilized by these relationships.

Abstract/Sommario: Educational policy continues to be of major concern. Policy debates about economic growth and national competitiveness, for example, commonly focus on the importance of human capital and a highly educated workforce. Defining the theoretical boundaries and methodological approaches of education policy research are the two primary themes of this comprehensive handbook. Organized into seven sections, the handbook focuses on: disciplinary foundations of educational policy, methodological p ...; [Leggi tutto...] Educational policy continues to be of major concern. Policy debates about economic growth and national competitiveness, for example, commonly focus on the importance of human capital and a highly educated workforce. Defining the theoretical boundaries and methodological approaches of education policy research are the two primary themes of this comprehensive handbook. Organized into seven sections, the handbook focuses on: disciplinary foundations of educational policy, methodological perspectives, the policy process, resources, management, and organization, teaching and learning policy, actors and institutions, and education access and differentiation.

Abstract/Sommario: Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data.