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Environmental and Ecological Statistics with R by Song S. Qian

By: Qian, Song S.
Material type: materialTypeLabelBookSeries: Chapman and Hall/​CRC Press Applied Environmental Statistics. Publisher: Boca Raton CRC Press 2017Edition: 2nd ed.Description: 535p.ISBN: 9781498728720.Subject(s): Environmental Sciences - Statistical Methods | EcologyDDC classification: 550.2855133
List(s) this item appears in: R Books
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Item type Current location Collection Call number Status Date due Barcode Item holds
Book Book Institute of Management
General 550.2855133 QIA (Browse shelf) Available M0032838
Total holds: 0

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

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