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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ISBN | 9781498722681 |
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Sprache | eng |
Cover | Fester Einband |
Verlag | Taylor and Francis |
Jahr | 20151102 |
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