Browsing by Subject "Functional data"
Now showing items 1-5 of 5
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Article
Bootstrap-based testing of equality of mean functions or equality of covariance operators for functional data
(2016)We investigate the properties of a simple bootstrap method for testing the equality of mean functions or of covariance operators in functional data. Theoretical size and power results are derived for certain test statistics, ...
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Article
Estimation and inference in functional mixed-effects models
(2007)Functional mixed-effects models are very useful in analyzing functional data. A general functional mixed-effects model that inherits the flexibility of linear mixed-effects models in handling complex designs and correlation ...
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Article
Functional deconvolution in a periodic setting: Uniform case
(2009)We extend deconvolution in a periodic setting to deal with functional data. The resulting functional deconvolution model can be viewed as a generalization of a multitude of inverse problems in mathematical physics where ...
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Article
Multichannel deconvolution with long-range dependence: A minimax study
(2014)We consider the problem of estimating the unknown response function in the multichannel deconvolution model with long-range dependent Gaussian or sub-Gaussian errors. We do not limit our consideration to a specific type ...
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Article
On convergence rates equivalency and sampling strategies in functional deconvolution models
(2010)Using the asymptotical minimax framework, we examine convergence rates equivalency between a continuous functional deconvolution model and its real-life discrete counterpart over a wide range of Besov balls and for the ...