Environmental and Ecological Statistics with R

Qian, Song S.

Environmental and Ecological Statistics with R by Song S. Qian - 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
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