Результаты исследований: Научные публикации в периодических изданиях › статья › Рецензирование
Integral distribution-free statistics of Lp-type and their asymptotic comparison. / Henze, Norbert; Nikitin, Yakov; Ebner, Bruno.
в: Computational Statistics and Data Analysis, Том 53, № 9, 01.07.2009, стр. 3426-3438.Результаты исследований: Научные публикации в периодических изданиях › статья › Рецензирование
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TY - JOUR
T1 - Integral distribution-free statistics of Lp-type and their asymptotic comparison
AU - Henze, Norbert
AU - Nikitin, Yakov
AU - Ebner, Bruno
PY - 2009/7/1
Y1 - 2009/7/1
N2 - Generalizing the Cramér-von Mises and the Kolmogorov-Smirnov test, different integral statistics based on Lp-norms are compared with respect to local approximate Bahadur efficiency. Simulation results corroborate the theoretical findings. Several examples illustrate that goodness-of-fit testing based on Lp-norms should receive more attention. It is shown that, given a distribution function F0 and a specific alternative, one can draw the plot of efficiency as a function of p and determine the value of p giving the maximum efficiency.
AB - Generalizing the Cramér-von Mises and the Kolmogorov-Smirnov test, different integral statistics based on Lp-norms are compared with respect to local approximate Bahadur efficiency. Simulation results corroborate the theoretical findings. Several examples illustrate that goodness-of-fit testing based on Lp-norms should receive more attention. It is shown that, given a distribution function F0 and a specific alternative, one can draw the plot of efficiency as a function of p and determine the value of p giving the maximum efficiency.
UR - http://www.scopus.com/inward/record.url?scp=64749101716&partnerID=8YFLogxK
U2 - 10.1016/j.csda.2009.02.018
DO - 10.1016/j.csda.2009.02.018
M3 - Article
AN - SCOPUS:64749101716
VL - 53
SP - 3426
EP - 3438
JO - Computational Statistics and Data Analysis
JF - Computational Statistics and Data Analysis
SN - 0167-9473
IS - 9
ER -
ID: 47771236