Nonparametric Inference of Photon Energy Distribution from Indirect Measurement

We consider a density estimation problem arising in nuclear physics. Gamma photons are impinging on a semiconductor detector, producing pulses of current. The integral of this pulse is equal to the total amount of charge created by the photon in the detector, which is linearly related to the photon...

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Veröffentlicht in:	Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability 2007-05, Vol.13 (2), p.365-388
Hauptverfasser:	Moulines, E., Roueff, F., Souloumiac, A., Trigano, T.
Format:	Artikel
Sprache:	eng
Schlagworte:	Density estimation Estimators Indirect measurement indirect observations Inference Laplace transformation marked Poisson processes Mathematical sequences nonlinear inverse problems nonparametric density estimation Photons Poisson process Semiconductors Workloads
Online-Zugang:	Volltext
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