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Type: BOOK - Published: 2003-12-17 - Publisher: CRC Press

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Among the many uses of hierarchical modeling, their application to the statistical analysis of spatial and spatio-temporal data from areas such as epidemiology
Hierarchical Modeling and Analysis for Spatial Data, Second Edition
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Pages: 587
Authors: Sudipto Banerjee
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Type: BOOK - Published: 2014-09-12 - Publisher: CRC Press

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Keep Up to Date with the Evolving Landscape of Space and Space-Time Data Analysis and Modeling Since the publication of the first edition, the statistical lands
Bayesian Hierarchical Models
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Authors: Peter D. Congdon
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Type: BOOK - Published: 2019-09-16 - Publisher: CRC Press

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An intermediate-level treatment of Bayesian hierarchical models and their applications, this book demonstrates the advantages of a Bayesian approach to data set
Data Analysis Using Regression and Multilevel/Hierarchical Models
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Authors: Andrew Gelman
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This book, first published in 2007, is for the applied researcher performing data analysis using linear and nonlinear regression and multilevel models.
Hierarchical Modeling and Inference in Ecology
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Authors: J. Andrew Royle
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A guide to data collection, modeling and inference strategies for biological survey data using Bayesian and classical statistical methods. This book describes a