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Numerical Methods of Statistics.
This second edition explains how computer software is designed to perform the tasks required for sophisticated statistical analysis.
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Leiden :
Cambridge University Press,
2011.
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| Edición: | 2nd ed. |
| Colección: | Cambridge series on statistical and probabilistic mathematics.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 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.