Estimation of the drift function for Ito
processes and a class of semimartingales
via histogram sieve
Applicationes Mathematicae, Tome 33 (2006) no. 1, pp. 21-40
Cet article a éte moissonné depuis la source Institute of Mathematics Polish Academy of Sciences
A histogram sieve estimator of the drift function in Ito processes and some semimartingales is constructed. It is proved that the estimator is pointwise and $L^{1}$ consistent and its finite-dimensional distributions are asymptotically normal. Our approach extends the results of Leśkow and Różański (1989a).
Keywords:
histogram sieve estimator drift function ito processes semimartingales constructed proved estimator pointwise consistent its finite dimensional distributions asymptotically normal approach extends results kow ski
Affiliations des auteurs :
Roman Ró/za/nski 1 ; Adam Zagda/nski 1
@article{10_4064_am33_1_2,
author = {Roman R\'o/za/nski and Adam Zagda/nski},
title = {Estimation of the drift function for {Ito
} processes and a class of semimartingales
via histogram sieve},
journal = {Applicationes Mathematicae},
pages = {21--40},
year = {2006},
volume = {33},
number = {1},
doi = {10.4064/am33-1-2},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.4064/am33-1-2/}
}
TY - JOUR AU - Roman Ró/za/nski AU - Adam Zagda/nski TI - Estimation of the drift function for Ito processes and a class of semimartingales via histogram sieve JO - Applicationes Mathematicae PY - 2006 SP - 21 EP - 40 VL - 33 IS - 1 UR - http://geodesic.mathdoc.fr/articles/10.4064/am33-1-2/ DO - 10.4064/am33-1-2 LA - en ID - 10_4064_am33_1_2 ER -
%0 Journal Article %A Roman Ró/za/nski %A Adam Zagda/nski %T Estimation of the drift function for Ito processes and a class of semimartingales via histogram sieve %J Applicationes Mathematicae %D 2006 %P 21-40 %V 33 %N 1 %U http://geodesic.mathdoc.fr/articles/10.4064/am33-1-2/ %R 10.4064/am33-1-2 %G en %F 10_4064_am33_1_2
Roman Ró/za/nski; Adam Zagda/nski. Estimation of the drift function for Ito processes and a class of semimartingales via histogram sieve. Applicationes Mathematicae, Tome 33 (2006) no. 1, pp. 21-40. doi: 10.4064/am33-1-2
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