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Bayesian Inference for Partially Identified Models: Exploring the Limits of Limited Data shows how the Bayesian approach to inference is applicable to partially identified models (PIMs) and examines the performance of Bayesian procedures in partially identified contexts. Drawing on his many years of research in this area, the author presents a thorough overview of the statistical theory, properties, and applications of PIMs.

The book first describes how reparameterization can assist in computing posterior quantities and providing insight into the properties...

Presents a new, modern approach to measurement error in continuous explanatory variables and misclassification in categorical explanatory variables Discusses the Bayesian impacts on measurement error-the first book to do so Contains a balance of basic pedagogic and research-oriented material Unifies the epidemiology and statistics literature on the subject, making it accessible to researchers in both field Presents technical and mathematical details at the end of each chapter to make the book easy to use This book addresses the challenge of accurately measuring explanatory variables, a common...

The case studies in this volume examine the activities of faith-based institutions in a representative sample of African and Latin American countries, including societies with and without a dominant religious tradition, and states with different levels and types of government-provided social services. Among other questions, the chapters examine the types of social service activities faith-based organizations engage in; their effect on civil society and democratic processes; their influence on the character of local and national communities; and what new pressures would be brought to bear on...

The case studies in this volume examine the activities of faith-based institutions in a representative sample of African and Latin American countries, including societies with and without a dominant religious tradition, and states with different levels and types of government-provided social services. Among other questions, the chapters examine the types of social service activities faith-based organizations engage in; their effect on civil society and democratic processes; their influence on the character of local and national communities; and what new pressures would be brought to bear on...