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Numerical Methods of Statistics

By: Language: English Series: Cambridge Series in Statistical and Probabilistic Mathematics | Gill, R. (Ed.) | Ripley, B.D. (Ed.) | Ross, S. (Ed.) | et alPublication details: Cambridge, New York, Oakleigh 2001Edition: 1. EdDescription: xiv, 428 pp., 1 DiskISBN:
  • 0-521-79168-5
Subject(s): DDC classification:
  • 519 Probabilities and applied mathematics
Contents:
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;
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Loanable Institute for Advanced Studies (IHS) Book 19230-B Available IHS102921507

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;

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