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Numerical Methods of Statistics.

Author: John F Monahan
Publisher: Leiden : Cambridge University Press, 2011.
Series: Cambridge series on statistical and probabilistic mathematics.
Edition/Format:   eBook : Document : English : 2nd edView all editions and formats
Summary:
This second edition explains how computer software is designed to perform the tasks required for sophisticated statistical analysis.
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Monahan, John F.
Numerical Methods of Statistics.
Leiden : Cambridge University Press, ©2011
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: John F Monahan
ISBN: 9781139082112 1139082116
OCLC Number: 726734764
Description: 1 online resource (465 pages).
Contents: Cover; Half-title; Series-title; Title; Copyright; Contents; Preface to the Second Edition; Preface to the First Edition; 1 Algorithms and Computers; 2 Computer Arithmetic; 3 Matrices and Linear Equations; 4 More Methods for Solving Linear Equations; 5 Regression Computations; 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 Carlo13 Markov Chain Monte Carlo Methods; 14 Sorting and Fast Algorithms; Author Index; Subject Index.
Series Title: Cambridge series on statistical and probabilistic mathematics.

Abstract:

This second edition explains how computer software is designed to perform the tasks required for sophisticated statistical analysis.

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