Environmental and Ecological Statistics with R
Qian, Song S.
Environmental and Ecological Statistics with R - 2nd ed - Boca Raton CRC Press 2017 - 535p - Chapman and Hall/CRC Press Applied Environmental Statistics .
Part I: Basic Concepts
1. Introduction
2. A Crash Course on R
3. Statistical Assumptions
4. Statistical Inference
Part II: Statistical Modeling
5. Linear Models
6. Nonlinear Models
7. Classification and Regression Tree
8. Generalized Linear Model
Part III: Advanced Statistical Modeling
9. Simulation for Model Checking and Statistical Inference
10. Multilevel Regression
11. Evaluating Models Based on Statistical Significance Testing
9781498728720
Environmental Sciences - Statistical Methods
Ecology
550.2855133 / QIA
Environmental and Ecological Statistics with R - 2nd ed - Boca Raton CRC Press 2017 - 535p - Chapman and Hall/CRC Press Applied Environmental Statistics .
Part I: Basic Concepts
1. Introduction
2. A Crash Course on R
3. Statistical Assumptions
4. Statistical Inference
Part II: Statistical Modeling
5. Linear Models
6. Nonlinear Models
7. Classification and Regression Tree
8. Generalized Linear Model
Part III: Advanced Statistical Modeling
9. Simulation for Model Checking and Statistical Inference
10. Multilevel Regression
11. Evaluating Models Based on Statistical Significance Testing
9781498728720
Environmental Sciences - Statistical Methods
Ecology
550.2855133 / QIA