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Textbook 2010Latest edition orthogonalization, the QR decomposition, the singular value decomposition, and reproducing kernel Hilbert spaces. The discussions of the bootstrap, permutation testing, independent Monte Carlo, and hidden Markov chains are updated, and a new chapter on advanced MCMC topics introduces students to Ma

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1431-8784 g kernel Hilbert spaces. The discussions of the bootstrap, permutation testing, independent Monte Carlo, and hidden Markov chains are updated, and a new chapter on advanced MCMC topics introduces students to Ma978-1-4614-2612-7978-1-4419-5945-4Series ISSN 1431-8784 Series E-ISSN 2197-1706

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978-1-4614-2612-7Springer Science+Business Media, LLC 2010

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Numerical Analysis for Statisticians978-1-4419-5945-4Series ISSN 1431-8784 Series E-ISSN 2197-1706

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Kenneth LangeServes as a graduate text for a survey of computational statistics.Second edition adds material on optimization, MM algorithm, penalty and barrier methods, and model selection via the lasso.Other majo

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查看完整版本: Titlebook: Numerical Analysis for Statisticians; Kenneth Lange Textbook 2010Latest edition Springer Science+Business Media, LLC 2010 Algorithm.Comput