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  • Recent Advances in Functional Data Analysis and Related Topicsby Frédéric Ferraty

    Physica-Verlag HD 2011; US$ 169.16

    New technologies allow us to handle increasingly large datasets, while monitoring devices are becoming ever more sophisticated. This high-tech progress produces statistical units sampled over finer and finer grids. As the measurement points become closer, the data can be considered as observations varying over a continuum. This intrinsic continuous... more...

  • Nonparametric Functional Data Analysisby Frédéric Ferraty; Philippe Vieu

    Springer New York 2006; US$ 123.58

    Modern apparatuses allow us to collect samples of functional data, mainly curves but also images. On the other hand, nonparametric statistics produces useful tools for standard data exploration. This book links these two fields of modern statistics by explaining how functional data can be studied through parameter-free statistical ideas. This book... more...

  • Functional and Operatorial Statisticsby Sophie Dabo-Niang; Frédéric Ferraty

    Physica-Verlag HD 2008; US$ 179.73

    An increasing number of statistical problems and methods involve infinite-dimensional aspects. This is due to the progress of technologies which allow us to store more and more information while modern instruments are able to collect data much more effectively due to their increasingly sophisticated design. This evolution directly concerns statisticians,... more...

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