Transcription of Simulating Data with SAS
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Simulating Data with SAS
Simulating data with SAS Rick WicklinContents Acknowledgments v I Essentials of Simulating data 1 Chapter 1. Introduction to Simulation .. 3 Chapter 2. Simulating data from Common Univariate Distributions .. 11 Chapter 3. Preliminary and Background Information .. 29 II Basic Simulation Techniques 49 Chapter 4. Simulating data to Estimate Sampling Distributions .. 51 Chapter 5 . Using Simulation to Evaluate Statistical Techniques .. 73 Chapter 6. Strategies for Efficient and Effective Simulation .. 93 III Advanced Simulation Techniques 107 Chapter 7 . Advanced Simulation of Univariate data .. 109 Chapter 8. Simulating data from Basic multivariate Distributions .. 129 Chapter 9. Advanced Simulation of multivariate data .. 153 Chapter 10. Building Correlation and Covariance Matrices .. 175 IV Applications of Simulation in Statistical Modeling 195 Chapter 11.
multivariate distributions. You can use the RANDGEN subroutine to generate random values from standard univariate distributions, or you can use several predefined modules to generate data from multivariate distributions. You can extend the SAS/IML language by defining new functions that sample from distributions that are not built into SAS.
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