返回信息流Numerical Analysis for Statisticians
Series: Statistics and Computing
Lange, Kenneth
1st ed. 1999. Corr. 2nd printing, 2000, XV, 356 p. 9 illus., Hardcover
ISBN: 978-0-387-94979-6
Table of contents
-- Recurrence Relations
-- Power Series Expansions
-- Continued Fraction Expansions
-- Asymptotic Expansions
-- Solution of Nonlinear Equations
-- Vector and Matrix Norms
-- Linear Regression and Matrix Inversion
-- Eigenvalues and Eigenvectors
-- Splines
-- The EM Algorithm
-- Newton's Method and Scoring
-- Variations on the EM Theme
-- Convergence of Optimization Algorithms
-- Constrained Optimization
-- Concrete Hilbert Spaces
-- Quadrature Methods
-- The Fourier Transform
-- The Finite Fourier Transform
-- Wavelets
-- Generating Random Deviates
-- Independent Monte Carlo
-- Bootstrap Calculations
-- Finite-State Markov Chains
-- Markov Chain Monte Carlo.
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