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 |
To copy all Fortran files:
UNIX users: download compressed,
tarred nmosa00.tar.Z and follow instructions in readmetar
file
Windows users: download zipped
executable
file nmosa00.exe and follow instructions in readmezip