John F. Monahan
Numerical Methods
of Statistics (second edition), Cambridge
Univ Press, 2011
Chapter | Title | Fortran 95 | R | SAS |
1 | Algorithms and Computers | |||
2 | Computer Arithmetic | F95 | R | |
3 | Matrices and Linear Equations | F95 | R | |
4 | More Methods for Solving Linear Equations | F95 | R | |
5 | Regression Computations | F95 | R | SAS |
6 | Eigenproblems | F95 | R | |
7 | Functions: Interpolation, Smoothing, and Approximation | F95 | R | |
8 | Introduction to Optimization and Nonlinear Equations | F95 | R | |
9 | Maximum Likelihood and Nonlinear Regression | F95 | R | |
10 | Numerical Integration and Monte Carlo Methods | F95 | R | |
11 | Generating Random Variables for Other Distributions | F95 | ||
12 | Statistical Methods for Integration and Monte Carlo | F95 | R | |
13 | Markov Chain Monte Carlo Methods | F95 | R | SAS |
14 | Sorting and Fast Algorithms | F95 | R |
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