ABSTRACT

Emphasizing the inductive nature of statistical thinking, Environmental and Ecological Statistics with R connects applied statistics to the environmental and ecological fields. It follows the general approach to solving a statistical modeling problem, covering model specification, parameter estimation, and model evaluation. The author uses many exa

part |2 pages

I Basic Concepts

chapter 1|10 pages

Introduction

chapter 2|12 pages

R

chapter 3|24 pages

Statistical Assumptions

chapter 4|66 pages

Statistical Inference

part |4 pages

II Statistical Modeling

chapter 5|50 pages

Linear Models

chapter 6|48 pages

Nonlinear Models

chapter 7|32 pages

Classification and Regression Tree

chapter 8|66 pages

Generalized Linear Model

part |2 pages

III Advanced Statistical Modeling

chapter 10|70 pages

Multilevel Regression