John F. Monahan is a Professor of Statistics at North Carolina State University where he joined the faculty in 1978 and has been a professor since 1990. His research has appeared in numerous computational as well as statistical journals. He is also the author of A Primer on Linear Models (2008).
Inhaltsangabe
1. Algorithms and computers 2. Computer arithmetic 3. Matrices and linear equations 4. More methods for solving linear equations 5. Least squares 6. Eigenproblems 7. Functions: interpolation, smoothing and approximation 8. Introduction to optimization and nonlinear equations 9. Maximum likelihood and nonlinear regression 10. Numerical integration and Monte Carlo methods 11. Generating random variables from other distributions 12. Statistical methods for integration and Monte Carlo 13. Markov chain Monte Carlo methods 14. Sorting and fast algorithms.
1. Algorithms and computers 2. Computer arithmetic 3. Matrices and linear equations 4. More methods for solving linear equations 5. Least squares 6. Eigenproblems 7. Functions: interpolation, smoothing and approximation 8. Introduction to optimization and nonlinear equations 9. Maximum likelihood and nonlinear regression 10. Numerical integration and Monte Carlo methods 11. Generating random variables from other distributions 12. Statistical methods for integration and Monte Carlo 13. Markov chain Monte Carlo methods 14. Sorting and fast algorithms.
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