Ecological Models and Data in R

Ecological Models and Data in R

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Introduction and background; Exploratory data analysis and graphics; Deterministic functions for ecological modeling; Probability and stochastic distributions for ecological modeling; Stochatsic simulation and power analysis; Likelihood and all that; Optimization and all that; Likelihood examples; Standar statistics revisited; Modeling variance; Dynamic models.This book shows the lessons learned from teaching this material to several cohorts of graduate students. No other book Ia#39;ve read gives such a good feel for the compromises scientists have to make in searching for good statistical models.

Title:Ecological Models and Data in R
Author:Benjamin M. Bolker
Publisher:Princeton University Press - 2008-07-21


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