Laplace deconvolution on the basis of time domain data and its application to dynamic contrast-enhanced imaging

We consider the problem of Laplace deconvolution with noisy discrete non-equally spaced observations on a finite time interval. We propose a new method for Laplace deconvolution which is based on expansions of the convolution kernel, the unknown function and the observed signal over a Laguerre funct...

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Veröffentlicht in:Journal of the Royal Statistical Society. Series B, Statistical methodology Statistical methodology, 2017-01, Vol.79 (1), p.69-94
Hauptverfasser: Comte, Fabienne, Cuenod, Charles-A., Pensky, Marianna, Rozenholc, Yves
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Sprache:eng
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