System Modeling and Simulation
Pseudo-Random vs True Random
Uniformity Properties
Independence Properties
Periodicity and Cycle Length
Linear Congruential Generators
Multiple Recursive Generators
Tausworthe Generators
Mersenne Twister
Combined Generators
Statistical Tests
Empirical Tests
Theoretical Tests
Battery of Tests
Inverse Transform Method
Acceptance-Rejection Method
Composition Method
Convolution Method
Special-Purpose Methods
Uniform Distribution
Exponential Distribution
Normal Distribution
Gamma Distribution
Beta Distribution
Discrete Distributions
Multivariate Normal
Copula-Based Methods
Transformation Methods
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12. Input Modeling and Data Analysis
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14. Model Verification and Validation