Mathematical Statistics
Autor: | Bickel, Peter J. Doksum, Kjell A. |
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EAN: | 9781498722681 |
Sprache: | Englisch |
Seitenzahl: | 488 |
Produktart: | Gebunden |
Veröffentlichungsdatum: | 02.11.2015 |
Untertitel: | Basic Ideas and Selected Topics, Volume II |
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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.