Contents -- Preface -- Contributors -- Part I: Introduction to hierarchical modeling -- 1 Elements of hierarchical Bayesian inference -- 2 Bayesian hierarchical models in geographical genetics -- Part II: Hierarchical models in experimental settings -- 3 Synthesizing ecological experiments and observational data with hierarchical Bayes -- 4 Effects of global change on inflorescence production: a Bayesian hierarchical analysis -- Part III: Spatial modeling -- 5 Building statistical models to analyze species distributions -- 6 Implications of vulnerability to hurricane damage for long-term survival of tropical tree species: a Bayesian hierarchical analysis -- Part IV: Spatio-temporal modeling -- 7 Spatial-temporal statistical modeling and prediction of environmental processes -- 8 Hierarchical Bayesian spatio-temporal models for population spread -- 9 Spatial models for the distribution of extremes -- References -- Index -- A -- B -- C -- D -- E -- F -- G -- H -- I -- J -- K -- L -- M -- N -- O -- P -- Q -- R -- S -- T -- U -- V -- W -- X -- Y -- Z.