| Description |
1 online resource (822 p.) |
| Contents |
Front Cover -- Applied Hierarchical Modeling in Ecology Analysis of distribution, abundance and species richness in R and BUGS -- Applied Hierarchical Modeling in Ecology Analysis of distribution, abundance and species richness in R and BUGS -- Copyright -- Dedication -- Contents -- Foreword -- Preface -- UNIFYING THEMES OF BOTH AHM BOOKS -- THE EXPERIMENTAL APPROACH TO STATISTICAL ANALYSIS -- UNIFIED FORMAT/LAYOUT OF PRESENTATION -- INTENDED AUDIENCE OF THE BOOK -- COMPUTATION -- BOOK WEB PAGES, R PACKAGE, AND USER GROUP EMAILS -- ADDITIONAL RESOURCES -- Acknowledgments -- Introduction |
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1. SPATIOTEMPORAL HIERARCHICAL MODELS -- 2. OPEN MODELS -- 3. WAYS TO DESCRIBE POPULATION CHANGE IN OPEN MODELS -- 4. MEASUREMENT ERROR IN POPULATION DYNAMICS DATA -- 5. RELATIVE ABUNDANCE MODELING -- 6. BRIEF OVERVIEW OF PART 1 OF AHM2 -- 7. BRIEF OVERVIEW OF PART 2 OF AHM2 -- 1 -- MODELS FOR DYNAMIC SYSTEMS -- 1 -- RELATIVE ABUNDANCE MODELS FOR POPULATION DYNAMICS -- 1.1 INTRODUCTION -- 1.2 RISKS IN THE NAIVE INTERPRETATION OF RELATIVE ABUNDANCE -- 1.3 CRESTED TIT COUNT DATA FROM THE SWISS MHB BREEDING BIRD SURVEY -- 1.4 GENERALIZED LINEAR MODELS: A SITE-BY-YEAR MODEL |
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1.5 GENERALIZED LINEAR MIXED MODELS -- 1.5.1 A GLMM TO PARTITION THE TOTAL VARIABILITY IN RELATIVE ABUNDANCE -- 1.5.2 A GLMM WITH TRENDS IN RELATIVE ABUNDANCE -- 1.5.3 ADDING COVARIATES INTO A GLMM FOR RELATIVE ABUNDANCE AND MODELING A TREND -- 1.5.4 THE "TRIM MODEL" WITH TEMPORAL AUTOCORRELATION -- 1.5.5 BRIEF COMMENTS ON GLMS AND GLMMS -- 1.6 GAUSSIAN STATE-SPACE MODELS FOR INFERENCE ABOUT RELATIVE ABUNDANCE -- 1.6.1 MODELING MULTIPLE TIME-SERIES WITH FIXED EFFECTS FOR SITE-LEVEL PARAMETERS -- 1.6.2 MODELING MULTIPLE TIME-SERIES WITH RANDOM EFFECTS FOR SITE-LEVEL PARAMETERS |
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1.6.3 BRIEF COMMENTS ON GAUSSIAN STATE-SPACE MODELS -- 1.7 "DEMOGRAPHIC" STATE-SPACE MODELS FOR INFERENCE ABOUT RELATIVE ABUNDANCE -- 1.7.1 SIMULATION ASSESSMENT OF A DEMOGRAPHIC STATE-SPACE MODEL -- 1.7.2 DEMOGRAPHIC STATE-SPACE MODELS FOR SWISS CRESTED TITS -- 1.7.2.1 Demographic SSM with Generalized Markovian Dynamics and With Overdispersion -- 1.7.2.2 Demographic SSM With Generalized Markovian Dynamics and With Covariates -- 1.7.2.3 Comparison of the Inferences Under the Demographic State-Space Models -- 1.7.3 COMMENTS ON DEMOGRAPHIC STATE-SPACE MODELS |
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1.8 MODELING POPULATION DYNAMICS AT TWO TEMPORAL SCALES -- 1.8.1 ANALYSIS OF SIMULATED DATA UNDER A GAUSSIAN PHENOMENOLOGICAL MODEL -- 1.8.2 MODELING THE TWO-SCALE DYNAMICS OF BRITISH BUTTERFLIES -- 1.8.3 BRIEF COMMENTS ON TWO-SCALE DYNAMICS MODELS -- 1.9 SUMMARY AND OUTLOOK -- 2 -- MODELING POPULATION DYNAMICS WITH COUNT DATA∗∗ -- 2.1 INTRODUCTION -- 2.2 SWISS MHB DATA FOR THE GREEN WOODPECKER -- 2.3 YEAR-STRATIFIED N-MIXTURE MODEL -- 2.3.1 ADDING COVARIATES AND ESTIMATING A COMMON TREND OVER TIME -- 2.3.2 YEAR-STRATIFIED MODEL WITH MULTILEVEL ROBUST DESIGN DATA |
| Notes |
Description based upon print version of record |
| Form |
Electronic book
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| Author |
Royle, J. Andrew
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| ISBN |
9780128097274 |
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0128097272 |
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