Quantitative analyses in wildlife science /

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"Over the past fifty years, wildlife science has become increasingly quantitative. But to wildlife scientists, many of whom have not been formally trained as biometricians, computer modelers, or mathematicians, the wide array of available techniques for analyzing wildlife populations and habita...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Brennan, Leonard A. (Leonard Alfred) (Editor ), Tri, Andrew N. (Editor ), Marcot, Bruce G. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Baltimore : Johns Hopkins University Press, 2019.
Colección:Wildlife management and conservation (Series)
Temas:
Population biology > Mathematical models.
Population biology > Data processing.
Biologie des populations > Modèles mathématiques.
Biologie des populations > Informatique.
SCIENCE > Life Sciences > Biology > General.
Population biology > Data processing
Population biology > Mathematical models
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Foreword / by R.J. Gutiérrez
  • Preface
  • Acknowledgments
  • Introduction / Leonard A. Brennan, Andrew N. Tri, and Bruce G. Marcot
  • Part I. General statistical methods. Regression : linear and nonlinear, parametric and nonparametric / David B. Wester ; Multivariate models and analyses / Erica F. Stuber, Christopher C. Chizinski, Jeffrey J. Lusk, and Joseph J. Fontaine ; Comparing ecological models / Mevin B. Hooten and Evan G. Cooch
  • Part II. Estimation of abundance and demographic parameters. Estimation of population parameters using marked animals / Gary C. White ; Distance sampling / Stephen T. Buckland, David L. Miller, and Eric Rexstad ; Occupancy modeling applications / Chris Sutherland and Daniel W. Linden
  • Part III. Dynamic modeling of processes. Analysis of population monitoring data / Jamie S. Sanderlin, Michael L. Morrison, and William M. Block ; Systems analysis and simulation / Stephen J. DeMaso and Joseph P. Sands ; Applications of individual-based models / Julie A. Heinrichs and Bruce G. Marcot ; Detecting and analyzing density dependence / Zachary S. Ladin and Christopher K. Williams
  • Part IV. Analysis of spatially based data on animals and resources. Resource selection analysis / Julianna M.A. Jenkins, Damon B. Lesmeister, and Raymond J. Davis ; Spatial statistics in wildlife research / Andrew N. Tri
  • Part V. Numerical methods. Bayesian analysis of molecular genetics data / Damon L. Williford and Randy W. DeYoung ; Machine learning, random forests, and boosted regression trees / Jane Elith ; Causal modeling and the role of expert knowledge / Bruce G. Marcot
  • Summary and synthesis : looking to the future / Andrew N. Tri, Bruce G. Marcot, and Leonard A. Brennan.

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