Mathematical Statistics
| Autor: | Bickel, Peter J. Doksum, Kjell A. |
|---|---|
| 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.
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