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Data analysis and approximate models : model choice, location-scale, analysis of variance, nonparametic regression and image analysis PDF

318 Pages·2014·11.19 MB·English
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Preview Data analysis and approximate models : model choice, location-scale, analysis of variance, nonparametic regression and image analysis

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"This book presents a philosophical study of statistics via the concept of data approximation. Developed by the well-regarded author, this approach discusses how analysis must take into account that models are, at best, an approximation of real data. It is, therefore, closely related to robust stati
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