TY - GEN
T1 - Non parametric inference for pile-up correction in nuclear spectrometry
AU - Trigano, T.
AU - Souloumiac, A.
AU - Moulines, E.
AU - Roueff, F.
PY - 2005/1/1
Y1 - 2005/1/1
N2 - We consider the problem of estimating the density f of independent identically distributed couples {(Xk, Yk)}k which are the marks of an homogenous Poisson process, from samples {(X k′,Yk′)}k deduced from {(X k, Yk)}k by a non-linear relation coming from the so-called Type II Counter Problem. From a relation between the probability density functions of the sequences, we propose an estimator of the pdf of Y, since common plug-in estimates are suboptimal.
AB - We consider the problem of estimating the density f of independent identically distributed couples {(Xk, Yk)}k which are the marks of an homogenous Poisson process, from samples {(X k′,Yk′)}k deduced from {(X k, Yk)}k by a non-linear relation coming from the so-called Type II Counter Problem. From a relation between the probability density functions of the sequences, we propose an estimator of the pdf of Y, since common plug-in estimates are suboptimal.
U2 - 10.1109/ssp.2005.1628693
DO - 10.1109/ssp.2005.1628693
M3 - Conference contribution
AN - SCOPUS:33947186310
SN - 0780394046
SN - 9780780394049
T3 - IEEE Workshop on Statistical Signal Processing Proceedings
SP - 745
EP - 750
BT - 2005 IEEE/SP 13th Workshop on Statistical Signal Processing - Book of Abstracts
PB - IEEE Computer Society
T2 - 2005 IEEE/SP 13th Workshop on Statistical Signal Processing
Y2 - 17 July 2005 through 20 July 2005
ER -