Ecological models and data in R /

Ecological Models and Data in R is the first truly practical introduction to modern statistical methods for ecology. In step-by-step detail, the book teaches ecology graduate students and researchers everything they need to know in order to use maximum likelihood, information-theoretic, and Bayesian...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Bolker, Benjamin M., 1967- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Princeton : Princeton University Press, [2008]
Temas:
Ecology > Statistical methods.
Ecology > Mathematical models.
Ecology > Simulation methods.
R (Computer program language)
Écologie > Méthodes de simulation.
R (Langage de programmation)
ecology.
data analysis.
statistical methods.
mathematical models.
simulation.
computer software.
NATURE > Ecology.
NATURE > Ecosystems & Habitats > Wilderness.
SCIENCE > Environmental Science.
SCIENCE > Life Sciences > Ecology.
COMPUTERS > Mathematical & Statistical Software.
Ecology > Mathematical models
Ecology > Simulation methods
Ecology > Statistical methods
Datenanalyse
R > Programm
Ökologie
Ekologi > statistiska metoder.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Introduction and background
  • Exploratory data analysis and graphics
  • Deterministic functions for ecological modeling
  • Probability and stochastic distributions for ecological modeling
  • Stochastic simulation and power analysis
  • Likelihood and all that
  • Optimization and all that
  • Likelihood examples
  • Standard statistics revisited
  • Modeling variance
  • Dynamic models
  • Afterword
  • Appendix: Algebra and calculus basics.

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