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- catalog abstract "This book presents topics in numerical analysis for statisticians. It would be suitable as a text for a graduate course in statistical computing. The focus is on principles of numerical analysis intended to equip students to craft their own software and to understand the advantages and disadvantages of different numerical methods.".
- catalog contributor b11695787.
- catalog created "c1999.".
- catalog date "1999".
- catalog date "c1999.".
- catalog dateCopyrighted "c1999.".
- catalog description "Includes bibliographical references and index.".
- catalog description "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.".
- catalog description "This book presents topics in numerical analysis for statisticians. It would be suitable as a text for a graduate course in statistical computing. The focus is on principles of numerical analysis intended to equip students to craft their own software and to understand the advantages and disadvantages of different numerical methods.".
- catalog extent "xv, 356 p. ;".
- catalog identifier "0387949798 (hardcover : alk. paper)".
- catalog isPartOf "Statistics and computing".
- catalog issued "1999".
- catalog issued "c1999.".
- catalog language "eng".
- catalog publisher "New York : Springer,".
- catalog subject "519.4 21".
- catalog subject "Mathematical statistics.".
- catalog subject "Numerical analysis.".
- catalog subject "QA297 .L34 1999".
- catalog subject "Statistics.".
- catalog tableOfContents "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.".
- catalog title "Numerical analysis for statisticians / Kenneth Lange.".
- catalog type "text".