Modern Applied Statistics with S

Authors:

ISBN: 978-1-4419-3008-8 (Print) 978-0-387-21706-2 (Online)

Table of contents (16 chapters)

  1. Front Matter

    Pages i-xi

  2. No Access

    Book Chapter

    Pages 1-12

    Introduction

  3. No Access

    Book Chapter

    Pages 13-39

    Data Manipulation

  4. No Access

    Book Chapter

    Pages 41-68

    The S Language

  5. No Access

    Book Chapter

    Pages 69-105

    Graphics

  6. No Access

    Book Chapter

    Pages 107-138

    Univariate Statistics

  7. No Access

    Book Chapter

    Pages 139-181

    Linear Statistical Models

  8. No Access

    Book Chapter

    Pages 183-210

    Generalized Linear Models

  9. No Access

    Book Chapter

    Pages 211-250

    Non-Linear and Smooth Regression

  10. No Access

    Book Chapter

    Pages 251-269

    Tree-Based Methods

  11. No Access

    Book Chapter

    Pages 271-300

    Random and Mixed Effects

  12. No Access

    Book Chapter

    Pages 301-330

    Exploratory Multivariate Analysis

  13. No Access

    Book Chapter

    Pages 331-351

    Classification

  14. No Access

    Book Chapter

    Pages 353-385

    Survival Analysis

  15. No Access

    Book Chapter

    Pages 387-418

    Time Series Analysis

  16. No Access

    Book Chapter

    Pages 419-434

    Spatial Statistics

  17. No Access

    Book Chapter

    Pages 435-446

    Optimization

  18. Back Matter

    Pages 447-497