On asymptotics of the distributions of some two-step statistical estimators of a~mutlidimensional parameter
Matematičeskie trudy, Tome 16 (2013) no. 1, pp. 89-120
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We study the accuracy of estimation of unknown parameters in the case of two-step statistical estimates admitting special representations. An approach to the study of such problems previously proposed by the authors is extended to the case of the estimation of a multidimensional parameter. As a result, we obtain necessary and sufficient conditions for the weak convergence of the normalized estimation error to a multidimensional normal distribution.
@article{MT_2013_16_1_a5,
author = {Yu. Yu. Linke and A. I. Sakhanenko},
title = {On asymptotics of the distributions of some two-step statistical estimators of a~mutlidimensional parameter},
journal = {Matemati\v{c}eskie trudy},
pages = {89--120},
publisher = {mathdoc},
volume = {16},
number = {1},
year = {2013},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/MT_2013_16_1_a5/}
}
TY - JOUR AU - Yu. Yu. Linke AU - A. I. Sakhanenko TI - On asymptotics of the distributions of some two-step statistical estimators of a~mutlidimensional parameter JO - Matematičeskie trudy PY - 2013 SP - 89 EP - 120 VL - 16 IS - 1 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/MT_2013_16_1_a5/ LA - ru ID - MT_2013_16_1_a5 ER -
%0 Journal Article %A Yu. Yu. Linke %A A. I. Sakhanenko %T On asymptotics of the distributions of some two-step statistical estimators of a~mutlidimensional parameter %J Matematičeskie trudy %D 2013 %P 89-120 %V 16 %N 1 %I mathdoc %U http://geodesic.mathdoc.fr/item/MT_2013_16_1_a5/ %G ru %F MT_2013_16_1_a5
Yu. Yu. Linke; A. I. Sakhanenko. On asymptotics of the distributions of some two-step statistical estimators of a~mutlidimensional parameter. Matematičeskie trudy, Tome 16 (2013) no. 1, pp. 89-120. http://geodesic.mathdoc.fr/item/MT_2013_16_1_a5/