Simulating Data with SAS

Table of contents

1. Cover Page
2. Title Page
3. Copyright Page
4. Contents
5. About the Author
6. Acknowledgments
7. I: Essentials of Simulating Data
   1. Chapter 1. Introduction to Simulation
   2. Chapter 2. Simulating Data from Common Univariate Distributions
   3. Chapter 3. Preliminary and Background Information
8. II: Basic Simulation Techniques
   1. Chapter 4. Simulating Data to Estimate Sampling Distributions
   2. Chapter 5. Using Simulation to Evaluate Statistical Techniques
   3. Chapter 6. Strategies for Efficient and Effective Simulation
9. III: Advanced Simulation Techniques
   1. Chapter 7. Advanced Simulation of Univariate Data
   2. Chapter 8. Simulating Data from Basic Multivariate Distributions
   3. Chapter 9. Advanced Simulation of Multivariate Data
   4. Chapter 10. Building Correlation and Covariance Matrices
10. IV: Applications of Simulation in Statistical Modeling
    1. Chapter 11. Simulating Data for Basic Regression Models
    2. Chapter 12. Simulating Data for Advanced Regression Models
    3. Chapter 13. Simulating Data from Times Series Models
    4. Chapter 14. Simulating Data from Spatial Models
    5. Chapter 15. Resampling and Bootstrap Methods
    6. Chapter 16. Moment Matching and the Moment-Ratio Diagram
11. V: Appendix
    1. Appendix A. A SAS/IML Primer
12. Index
13. Accelerate Your SAS Knowledge with SAS Books