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[Contributions to Statistics] Functional and Operatorial Statistics || Robust Nonparametric Estimation for Functional Data

✍ Scribed by Dabo-Niang, Sophie; Ferraty, Frédéric


Book ID
121505985
Publisher
Physica-Verlag HD
Year
2008
Tongue
German
Weight
537 KB
Edition
2008
Category
Article
ISBN
3790820628

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✦ Synopsis


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, who have to propose new methodologies while taking into account such high-dimensional data (e.g. continuous processes, functional data, etc.). The numerous applications (micro-arrays, paleo- ecological data, radar waveforms, spectrometric curves, speech recognition, continuous time series, 3-D images, etc.) in various fields (biology, econometrics, environmetrics, the food industry, medical sciences, paper industry, etc.) make researching this statistical topic very worthwhile. This book gathers important contributions on the functional and operatorial statistics fields.


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