On inconsistency of Hellwig's variable choice method in regression models
Discussiones Mathematicae. Probability and Statistics, Tome 29 (2009) no. 1, pp. 41-51
Voir la notice de l'article provenant de la source Library of Science
It is shown that a popular variable choice method of Hellwig, which is recommended in the Polish econometric textbooks does not enjoy a very basic consistency property. It means in particular that the method may lead to rejection of significant variables in econometric modeling. A simulation study and a real data analysis case are given to support theoretical results.
Keywords:
model choice, econometric modeling
@article{DMPS_2009_29_1_a2,
author = {Bednarski, Tadeusz and Borowicz, Filip},
title = {On inconsistency of {Hellwig's} variable choice method in regression models},
journal = {Discussiones Mathematicae. Probability and Statistics},
pages = {41--51},
publisher = {mathdoc},
volume = {29},
number = {1},
year = {2009},
language = {en},
url = {http://geodesic.mathdoc.fr/item/DMPS_2009_29_1_a2/}
}
TY - JOUR AU - Bednarski, Tadeusz AU - Borowicz, Filip TI - On inconsistency of Hellwig's variable choice method in regression models JO - Discussiones Mathematicae. Probability and Statistics PY - 2009 SP - 41 EP - 51 VL - 29 IS - 1 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/DMPS_2009_29_1_a2/ LA - en ID - DMPS_2009_29_1_a2 ER -
%0 Journal Article %A Bednarski, Tadeusz %A Borowicz, Filip %T On inconsistency of Hellwig's variable choice method in regression models %J Discussiones Mathematicae. Probability and Statistics %D 2009 %P 41-51 %V 29 %N 1 %I mathdoc %U http://geodesic.mathdoc.fr/item/DMPS_2009_29_1_a2/ %G en %F DMPS_2009_29_1_a2
Bednarski, Tadeusz; Borowicz, Filip. On inconsistency of Hellwig's variable choice method in regression models. Discussiones Mathematicae. Probability and Statistics, Tome 29 (2009) no. 1, pp. 41-51. http://geodesic.mathdoc.fr/item/DMPS_2009_29_1_a2/