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Titlebook: Recent Developments in Applied Probability and Statistics; Dedicated to the Mem Luc Devroye,Bülent Karasözen,Ralf Korn Book 2010 Springer-V

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楼主: Wilson
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On Robust Gaussian Graphical Modeling,ducing Gaussian graphical models (also known as . or .) and then review the established, likelihood-based statistical theory (estimation, testing and model selection). Afterwards we describe robust methods and compare them to the classical approaches.
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,Strong Laws of Large Numbers and Nonparametric Estimation, results on variance of sums of dependent random variables they allow to establish various strong laws of large numbers in case of dependence, especially under mixing conditions. Strong consistency of nonparametric regression estimates of local averaging type (kernel and nearest neighbor estimates),
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On the Inversive Pseudorandom Number Generator,ly with respect to most measures of randomness..In this survey article we present a comprehensive overview of results on the inversive generator, its generalizations and variants. As regards to recent work, our emphasis is on a particular generalization, focusing on the underlying permutation .(.)=..+. of ..
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Book 2010 at the Wo- shop on Recent Developments in Applied Probability and Statistics Dedicated to the Memory of Professor Jürgen Lehn, Middle East Technical University (METU), Ankara, April 23–24, 2009, which was jointly organized by the Technische Univ- sität Darmstadt (TUD) and METU. The papers present s
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