1. Basic Concepts -- R -- Statistical Assumptions -- Statistical Inference -- 2. Statistical Modeling -- Linear Models -- Nonlinear Models -- Classification and Regression Tree -- Generalized Linear Model -- 3. Advanced Statistical Modeling -- Simulation for Model Checking and Statistical lnference -- Multilevel Regression
Summary
'.......This book focuses on statistical modeling and data analysis for environmental and ecological problems. By guiding readers through the processes of scientific problem solving and statistical model development, it eases the transition from scientific hypothesis to statistical model. (Back of book)