Numerical Methods of Statistics - 1. Ed. - Cambridge, New York, Oakleigh 2001 - xiv, 428 pp., 1 Disk - Cambridge Series in Statistical and Probabilistic Mathematics Gill, R. (Ed.) Ripley, B.D. (Ed.) Ross, S. (Ed.) et al. .

from the Table of Contents: Preface; Algorithms and Computers; Computer Arithmetic; Matrices and Linear Equations; More Methods for Solving Linear Equations; Regression Computations; Eigenproblems; Functions: Interpolation, Smoothing, and Approximation; Introduction to Optimization and Nonlinear Equations; Maximum Likelihood and Nonlinear Regression; Numerical Integration and Monte Carlo Methods; Generating Random Variables from Other Distributions; Statistical Methods for Integration and Monte Carlo; Markov Chain Monte Carlo Methods; Sorting and Fast Algorithms; Table of Programs and Demonstrations; Author Index; Subject Index;

0-521-79168-5

Mathematical statistics -- Data processing

Numerical analysis

519 Probabilities and applied mathematics