Table of contents for Numerical analysis for statisticians / Kenneth Lange.


Bibliographic record and links to related information available from the Library of Congress catalog


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Counter
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.


Library of Congress subject headings for this publication:
Numerical analysis.
Mathematical statistics.