Mathematical Statistics

This second volume focuses on inference in non- and semiparametric models, including topics in machine learning. It not only reexamines the procedures introduced in the authors' first volume from a more sophisticated point of view but also addresses new problems originating from the analysis of estimation of functions and other complex decision procedures and large-scale data analysis. Numerous examples and problems illustrate statistical modeling and inference concepts. Measure theory is not required for understanding.

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Mathematical Statistics Bickel, Peter J, Doksum, Kjell A

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Efficient and Adaptive Estimation for Semiparametric Models Bickel, Peter J., Wellner, Jon A., Ritov, Ya'acov, Klaassen, Chris A. J.

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Mathematical Statistics Bickel, Peter J, Doksum, Kjell A

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